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colegreer pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/tinkerpop.git


The following commit(s) were added to refs/heads/master by this push:
     new caea33dd68 SEO improvements to help the TinkerPop website rank better 
(#3120)
caea33dd68 is described below

commit caea33dd68078be7719dce18b549e1bcbe47fba6
Author: Alexey Temnikov <[email protected]>
AuthorDate: Tue May 27 14:24:55 2025 -0700

    SEO improvements to help the TinkerPop website rank better (#3120)
    
    * Enhanced HTML Content: Updated meta tags, descriptions, and content 
structure across all main website pages:
      - index.html
      - gremlin.html
      - providers.html
      - benefits-use-cases.html
      - community.html
      - download.html
    * Added SEO Infrastructure:
      - Created robots.txt to guide search engine crawlers
      - Implemented sitemap.xml with proper URL structure, priorities, and 
change frequencies
---
 docs/site/home/benefits-use-cases.html | 162 +++++++++++++++++++++++++----
 docs/site/home/community.html          | 182 +++++++++++++++++++++++++++------
 docs/site/home/download.html           | 146 +++++++++++++++++++++-----
 docs/site/home/gremlin.html            | 112 +++++++++++++++++++-
 docs/site/home/index.html              | 158 +++++++++++++++++++++-------
 docs/site/home/providers.html          | 182 ++++++++++++++++++++++++++++++---
 docs/site/robots.txt                   |   6 ++
 docs/site/sitemap.xml                  |  39 +++++++
 pom.xml                                |   2 +
 9 files changed, 853 insertions(+), 136 deletions(-)

diff --git a/docs/site/home/benefits-use-cases.html 
b/docs/site/home/benefits-use-cases.html
index 9a6a5f2959..a8bab59631 100644
--- a/docs/site/home/benefits-use-cases.html
+++ b/docs/site/home/benefits-use-cases.html
@@ -19,10 +19,26 @@ limitations under the License.
     <meta charset=utf-8>
     <meta http-equiv="X-UA-Compatible" content="IE=edge">
     <meta name="viewport" content="width=device-width, initial-scale=1, 
shrink-to-fit=no">
+    <meta name="robots" content="index, follow">
     <link href="img/favicon.png" rel="shortcut icon"/>
-    <title>Apache TinkerPop: Benefits and Use Cases</title>
-    <meta name="description" content="">
-    <meta name="keywords" content="">
+    <title>Graph Database Benefits &amp; Use Cases | Apache TinkerPop</title>
+    <meta name="description" content="Graph database advantages for social 
networks, fraud detection, and recommendation engines. Discover how graph 
computing solves complex relationship challenges.">
+    <meta name="keywords" content="graph database, use cases, relationships, 
TinkerPop">
+    <link rel="canonical" 
href="https://tinkerpop.apache.org/benefits-use-cases.html";>
+    
+    <!-- Open Graph / Facebook -->
+    <meta property="og:type" content="website">
+    <meta property="og:url" 
content="https://tinkerpop.apache.org/benefits-use-cases.html";>
+    <meta property="og:title" content="Graph Database Benefits &amp; Use Cases 
| Apache TinkerPop">
+    <meta property="og:description" content="Graph database advantages for 
social networks, fraud detection, and recommendation engines. Discover how 
graph computing solves complex relationship challenges.">
+    <meta property="og:image" 
content="https://tinkerpop.apache.org/img/use-cases/bg.png";>
+
+    <!-- Twitter -->
+    <meta name="twitter:card" content="summary_large_image">
+    <meta name="twitter:site" content="@apachetinkerpop">
+    <meta name="twitter:title" content="Graph Database Benefits &amp; Use 
Cases | Apache TinkerPop">
+    <meta name="twitter:description" content="Graph database advantages for 
social networks, fraud detection, and recommendation engines. Discover how 
graph computing solves complex relationship challenges.">
+    <meta name="twitter:image" 
content="https://tinkerpop.apache.org/img/use-cases/bg.png";>
     <link href="css/bootstrap.min.css" rel="stylesheet">
     <link href="css/font-awesome.css" rel="stylesheet"/>
     <link href="css/custome.css" rel="stylesheet">
@@ -46,6 +62,110 @@ limitations under the License.
         })();
     </script>
     <!-- End Matomo Code -->
+    
+    <!-- Structured Data / JSON-LD -->
+    <script type="application/ld+json">
+    {
+      "@context": "https://schema.org";,
+      "@graph": [
+        {
+          "@type": "Organization",
+          "@id": "https://tinkerpop.apache.org/#organization";,
+          "name": "Apache TinkerPop",
+          "url": "https://tinkerpop.apache.org/";,
+          "logo": {
+            "@type": "ImageObject",
+            "url": "https://tinkerpop.apache.org/img/logo.png";,
+            "width": 280,
+            "height": 60
+          }
+        },
+        {
+          "@type": "WebSite",
+          "@id": "https://tinkerpop.apache.org/#website";,
+          "url": "https://tinkerpop.apache.org/";,
+          "name": "Apache TinkerPop",
+          "publisher": {
+            "@id": "https://tinkerpop.apache.org/#organization";
+          }
+        },
+        {
+          "@type": "WebPage",
+          "@id": "https://tinkerpop.apache.org/benefits-use-cases.html";,
+          "url": "https://tinkerpop.apache.org/benefits-use-cases.html";,
+          "name": "Graph Database Benefits & Use Cases | Apache TinkerPop",
+          "isPartOf": {
+            "@id": "https://tinkerpop.apache.org/#website";
+          },
+          "about": {
+            "@id": "https://tinkerpop.apache.org/#organization";
+          }
+        },
+        {
+          "@type": "BreadcrumbList",
+          "itemListElement": [
+            {
+              "@type": "ListItem",
+              "position": 1,
+              "item": {
+                "@type": "WebPage",
+                "@id": "https://tinkerpop.apache.org/";,
+                "url": "https://tinkerpop.apache.org/";,
+                "name": "Home"
+              }
+            },
+            {
+              "@type": "ListItem",
+              "position": 2,
+              "item": {
+                "@type": "WebPage",
+                "@id": "https://tinkerpop.apache.org/benefits-use-cases.html";,
+                "url": "https://tinkerpop.apache.org/benefits-use-cases.html";,
+                "name": "Benefits & Use Cases"
+              }
+            }
+          ]
+        },
+        {
+          "@type": "FAQPage",
+          "mainEntity": [
+            {
+              "@type": "Question",
+              "name": "What is a graph database?",
+              "acceptedAnswer": {
+                "@type": "Answer",
+                "text": "A graph database is a structure composed of vertices 
and edges, where vertices denote discrete objects such as a person, a place, or 
an event, and edges denote relationships between vertices. Both vertices and 
edges can have properties, which are key/value-pairs that express 
non-relational information."
+              }
+            },
+            {
+              "@type": "Question",
+              "name": "When should I use a graph database?",
+              "acceptedAnswer": {
+                "@type": "Answer",
+                "text": "If your domain is composed of a heterogeneous set of 
objects (vertices) that can be related to one another in a multitude of ways 
(edges), then a graph may be the right representation to use. Graph databases 
are particularly effective for data models with complex relationships."
+              }
+            },
+            {
+              "@type": "Question",
+              "name": "What are common use cases for graph databases?",
+              "acceptedAnswer": {
+                "@type": "Answer",
+                "text": "Common use cases for graph databases include social 
networks, fraud detection, knowledge graphs, recommendation engines, 
identity/access management, customer 360 views, master data management, supply 
chain management, and compliance systems."
+              }
+            },
+            {
+              "@type": "Question",
+              "name": "What advantages do graph databases offer over 
relational databases?",
+              "acceptedAnswer": {
+                "@type": "Answer",
+                "text": "Graph databases allow you to think in terms of actors 
within a world of complex relations as opposed to statically-typed tables 
joined in aggregate. They offer a flexible, intuitive data structure along with 
algorithms for complex reasoning: path analysis, vertex clustering and ranking, 
subgraph identification, and more."
+              }
+            }
+          ]
+        }
+      ]
+    }
+    </script>
 </head>
 <body>
 <!-- header -->
@@ -54,7 +174,7 @@ limitations under the License.
         <nav class="navbar navbar-expand-lg  ">
             <div class="container-fluid">
                 <a class="navbar-brand" href="index.html">
-                    <img src="img/logo.png" class="img-fluid" alt="img">
+                    <img src="img/logo.png" class="img-fluid" alt="Apache 
TinkerPop Graph Computing Framework Logo">
                 </a>
                 <button class="navbar-toggler" type="button" 
data-bs-toggle="collapse"
                         data-bs-target="#navbarSupportedContent" 
aria-controls="navbarSupportedContent"
@@ -183,7 +303,7 @@ limitations under the License.
 
 <!-- hero -->
 <div class="container hero-inner">
-    <img src="img/use-cases/bg.png" class="img-fluid w-100" alt="img">
+    <img src="img/use-cases/bg.png" class="img-fluid w-100" alt="TinkerPop Use 
Cases Banner">
 </div>
 
 <!-- Content -->
@@ -194,7 +314,7 @@ limitations under the License.
                 <h1 class="ft-40 bold black mb-3 md-md-5">Benefits & Use 
Cases</h1>
             </div>
             <div class="col-lg-6 mb-4 md-lg-0">
-                <img src="img/use-cases/gremlin-main.png" class="img-fluid 
w-100" alt="img">
+                <img src="img/use-cases/gremlin-main.png" class="img-fluid 
w-100" alt="TinkerPop Gremlin">
             </div>
             <div class="col-lg-6 ">
                 <div class="use-case-page-pl-3">
@@ -232,7 +352,7 @@ limitations under the License.
             </div>
             <div class="col-md-4">
                 <div class="uc-box">
-                    <img src="img/use-cases/network.png" class="img-fluid 
mb-3" alt="img">
+                    <img src="img/use-cases/network.png" class="img-fluid 
mb-3" alt="Social Networks Icon">
                     <h3 class="ft-18 bold text-blue">Social Networks</h3>
                     <p>Unleash the power of a social network by using 
relationships between individuals to infer and
                         recommend connections.</p>
@@ -241,7 +361,7 @@ limitations under the License.
 
             <div class="col-md-4">
                 <div class="uc-box">
-                    <img src="img/use-cases/fraud.png" class="img-fluid mb-3" 
alt="img">
+                    <img src="img/use-cases/fraud.png" class="img-fluid mb-3" 
alt="Fraud Detection Icon">
                     <h3 class="ft-18 bold text-blue">Fraud Detection</h3>
                     <p>Leverage the connections inherent in a financial 
transaction to provide real-time analysis and
                         detection for known fraudulent patterns of 
activity.</p>
@@ -250,7 +370,7 @@ limitations under the License.
 
             <div class="col-md-4">
                 <div class="uc-box">
-                    <img src="img/use-cases/knowledge.png" class="img-fluid 
mb-3" alt="img">
+                    <img src="img/use-cases/knowledge.png" class="img-fluid 
mb-3" alt="Knowledge Graphs Icon">
                     <h3 class="ft-18 bold text-blue">Knowledge Graphs</h3>
                     <p>Unite disperate data sources and data silos to provide 
contextually relevant information to
                         queries.</p>
@@ -259,7 +379,7 @@ limitations under the License.
 
             <div class="col-md-4">
                 <div class="uc-box">
-                    <img src="img/use-cases/recommendation.png" 
class="img-fluid mb-3" alt="img">
+                    <img src="img/use-cases/recommendation.png" 
class="img-fluid mb-3" alt="Recommendation Engines Icon">
                     <h3 class="ft-18 bold text-blue">Recommendation 
Engines</h3>
                     <p>Provide real-time personalized recommendations for 
products, services and content by utilizing
                         connections within data.</p>
@@ -268,7 +388,7 @@ limitations under the License.
 
             <div class="col-md-4">
                 <div class="uc-box">
-                    <img src="img/use-cases/identify.png" class="img-fluid 
mb-3" alt="img">
+                    <img src="img/use-cases/identify.png" class="img-fluid 
mb-3" alt="Identity and Access Management Icon">
                     <h3 class="ft-18 bold text-blue">Identity/Access 
Management</h3>
                     <p>Effectively and effciently track user activity and 
access using a graph of assets and
                         relationships.</p>
@@ -277,7 +397,7 @@ limitations under the License.
 
             <div class="col-md-4">
                 <div class="uc-box">
-                    <img src="img/use-cases/360-view.png" class="img-fluid 
mb-3" alt="img">
+                    <img src="img/use-cases/360-view.png" class="img-fluid 
mb-3" alt="Customer 360 View Icon">
                     <h3 class="ft-18 bold text-blue">Customer 360</h3>
                     <p>Leverage disconnected data sources to provide a 
holisitic 360 degree view of customer
                         interactons</p>
@@ -285,7 +405,7 @@ limitations under the License.
             </div>
             <div class="col-md-4">
                 <div class="uc-box">
-                    <img src="img/use-cases/master-data.png" class="img-fluid 
mb-3" alt="img">
+                    <img src="img/use-cases/master-data.png" class="img-fluid 
mb-3" alt="Master Data Management Icon">
                     <h3 class="ft-18 bold text-blue">Master Data 
Management</h3>
                     <p>Organize and provide access to canonical master data by 
combining data in a schemaless and
                         flexible manner.</p>
@@ -295,7 +415,7 @@ limitations under the License.
 
             <div class="col-md-4">
                 <div class="uc-box">
-                    <img src="img/use-cases/supply-chain.png" class="img-fluid 
mb-3" alt="img">
+                    <img src="img/use-cases/supply-chain.png" class="img-fluid 
mb-3" alt="Supply Chain Management Icon">
                     <h3 class="ft-18 bold text-blue">Supply Chain 
Management</h3>
                     <p>Manage and visualize complex interconnected supply 
chains to identify optimizations and assess
                         risk.</p>
@@ -305,7 +425,7 @@ limitations under the License.
 
             <div class="col-md-4">
                 <div class="uc-box">
-                    <img src="img/use-cases/compliant.png" class="img-fluid 
mb-3" alt="img">
+                    <img src="img/use-cases/compliant.png" class="img-fluid 
mb-3" alt="Compliance Icon">
                     <h3 class="ft-18 bold text-blue">Compliance</h3>
                     <p>Ensure effective compliance by examining and evaluating 
entities against a network of applicable
                         interconnected regulations.</p>
@@ -326,7 +446,7 @@ limitations under the License.
                 <div class="ju-box">
                     <h2 class="ft-40 text-blue bold">Join Us</h2>
                     <p class="bold">Join us on our Discord Server</p>
-                    <a href="https://discord.gg/tinkerpop";><img 
src="img/tpvewx.png" class="img-fluid mt-3" alt="img"></a>
+                    <a href="https://discord.gg/tinkerpop";><img 
src="img/tpvewx.png" class="img-fluid mt-3" alt="TinkerPop Discord 
invitation"></a>
                 </div>
             </div>
         </div>
@@ -342,11 +462,11 @@ limitations under the License.
                     <div class="bold ft-25">Apache TinkerPop™</div>
                     <p class="mt-2 mb-4">Apache TinkerPop™ is a graph 
computing framework for both graph databases (OLTP) and graph analytic systems 
(OLAP).</p>
                     <ul class="list-unstyled list-inline hover-op-low">
-                        <li class="list-inline-item"><a 
href="https://discord.gg/tinkerpop";><img src="img/social/discord.svg" 
class="img-fluid" alt="img"></a></li>
-                        <li class="list-inline-item"><a 
href="https://github.com/apache/tinkerpop";><img src="img/social/github-box.svg" 
class="img-fluid" alt="img"></a></li>
-                        <li class="list-inline-item"><a 
href="https://www.twitch.tv/apachetinkerpop";><img src="img/social/twitch.png" 
class="img-fluid" alt="img"></a></li>
-                        <li class="list-inline-item"><a 
href="https://twitter.com/apachetinkerpop";><img 
src="img/social/twitter-square.svg" class="img-fluid" alt="img"></a></li>
-                        <li class="list-inline-item"><a 
href="https://www.youtube.com/@apachetinkerpop";><img 
src="img/social/youtube.png" class="img-fluid" alt="img"></a></li>
+                        <li class="list-inline-item"><a 
href="https://discord.gg/tinkerpop";><img src="img/social/discord.svg" 
class="img-fluid" alt="TinkerPop Discord"></a></li>
+                        <li class="list-inline-item"><a 
href="https://github.com/apache/tinkerpop";><img src="img/social/github-box.svg" 
class="img-fluid" alt="TinkerPop GitHub"></a></li>
+                        <li class="list-inline-item"><a 
href="https://www.twitch.tv/apachetinkerpop";><img src="img/social/twitch.png" 
class="img-fluid" alt="TinkerPop Twitch"></a></li>
+                        <li class="list-inline-item"><a 
href="https://twitter.com/apachetinkerpop";><img 
src="img/social/twitter-square.svg" class="img-fluid" alt="TinkerPop 
Twitter"></a></li>
+                        <li class="list-inline-item"><a 
href="https://www.youtube.com/@apachetinkerpop";><img 
src="img/social/youtube.png" class="img-fluid" alt="TinkerPop YouTube"></a></li>
                     </ul>
                 </div>
                 <div class="col-md-4 ft-links">
diff --git a/docs/site/home/community.html b/docs/site/home/community.html
index d769791649..49d1d1c8c3 100644
--- a/docs/site/home/community.html
+++ b/docs/site/home/community.html
@@ -18,10 +18,26 @@ limitations under the License.
     <meta charset=utf-8>
     <meta http-equiv="X-UA-Compatible" content="IE=edge">
     <meta name="viewport" content="width=device-width, initial-scale=1, 
shrink-to-fit=no">
+    <meta name="robots" content="index, follow">
     <link href="img/favicon.png" rel="shortcut icon"/>
-    <title>Apache TinkerPop: Community</title>
-    <meta name="description" content="">
-    <meta name="keywords" content="">
+    <title>Graph Computing Community | Apache TinkerPop</title>
+    <meta name="description" content="Join the Apache TinkerPop community to 
collaborate on graph technology. Connect with developers and contribute to the 
open-source graph ecosystem.">
+    <meta name="keywords" content="graph community, TinkerPop, open source, 
developers">
+    <link rel="canonical" href="https://tinkerpop.apache.org/community.html";>
+    
+    <!-- Open Graph / Facebook -->
+    <meta property="og:type" content="website">
+    <meta property="og:url" 
content="https://tinkerpop.apache.org/community.html";>
+    <meta property="og:title" content="Graph Computing Community | Apache 
TinkerPop">
+    <meta property="og:description" content="Join the Apache TinkerPop 
community to collaborate on graph technology. Connect with developers and 
contribute to the open-source graph ecosystem.">
+    <meta property="og:image" 
content="https://tinkerpop.apache.org/img/community/community-banner.png";>
+
+    <!-- Twitter -->
+    <meta name="twitter:card" content="summary_large_image">
+    <meta name="twitter:site" content="@apachetinkerpop">
+    <meta name="twitter:title" content="Graph Computing Community | Apache 
TinkerPop">
+    <meta name="twitter:description" content="Join the Apache TinkerPop 
community to collaborate on graph technology. Connect with developers and 
contribute to the open-source graph ecosystem.">
+    <meta name="twitter:image" 
content="https://tinkerpop.apache.org/img/community/community-banner.png";>
     <link href="css/bootstrap.min.css" rel="stylesheet">
     <link href="css/font-awesome.css" rel="stylesheet"/>
     <link href="css/custome.css" rel="stylesheet">
@@ -46,6 +62,114 @@ limitations under the License.
         })();
     </script>
     <!-- End Matomo Code -->
+    
+    <!-- Structured Data / JSON-LD -->
+    <script type="application/ld+json">
+    {
+      "@context": "https://schema.org";,
+      "@graph": [
+        {
+          "@type": "Organization",
+          "@id": "https://tinkerpop.apache.org/#organization";,
+          "name": "Apache TinkerPop",
+          "url": "https://tinkerpop.apache.org/";,
+          "logo": {
+            "@type": "ImageObject",
+            "url": "https://tinkerpop.apache.org/img/logo.png";,
+            "width": 280,
+            "height": 60
+          },
+          "description": "Apache TinkerPop is a graph computing framework for 
both graph databases (OLTP) and graph analytic systems (OLAP)."
+        },
+        {
+          "@type": "WebSite",
+          "@id": "https://tinkerpop.apache.org/#website";,
+          "url": "https://tinkerpop.apache.org/";,
+          "name": "Apache TinkerPop",
+          "publisher": {
+            "@id": "https://tinkerpop.apache.org/#organization";
+          }
+        },
+        {
+          "@type": "WebPage",
+          "@id": "https://tinkerpop.apache.org/community.html#webpage";,
+          "url": "https://tinkerpop.apache.org/community.html";,
+          "name": "Graph Computing Community | Apache TinkerPop",
+          "isPartOf": {
+            "@id": "https://tinkerpop.apache.org/#website";
+          },
+          "about": {
+            "@id": "https://tinkerpop.apache.org/#organization";
+          },
+          "description": "Join the Apache TinkerPop community to collaborate 
on graph database technology. Connect with developers, find resources, and 
contribute to the open-source graph computing ecosystem."
+        },
+        {
+          "@type": "BreadcrumbList",
+          "@id": "https://tinkerpop.apache.org/community.html#breadcrumblist";,
+          "itemListElement": [
+            {
+              "@type": "ListItem",
+              "position": 1,
+              "item": {
+                "@type": "WebPage",
+                "@id": "https://tinkerpop.apache.org/";,
+                "url": "https://tinkerpop.apache.org/";,
+                "name": "Home"
+              }
+            },
+            {
+              "@type": "ListItem",
+              "position": 2,
+              "item": {
+                "@type": "WebPage",
+                "@id": "https://tinkerpop.apache.org/community.html";,
+                "url": "https://tinkerpop.apache.org/community.html";,
+                "name": "Community"
+              }
+            }
+          ]
+        },
+        {
+          "@type": "FAQPage",
+          "@id": "https://tinkerpop.apache.org/community.html#faqpage";,
+          "mainEntity": [
+            {
+              "@type": "Question",
+              "name": "What programming languages are supported by TinkerPop?",
+              "acceptedAnswer": {
+                "@type": "Answer",
+                "text": "Apache TinkerPop officially supports Java, Groovy, 
Python, .NET (C#), JavaScript, and Go. There are also community-supported 
libraries for many other languages including Scala, Ruby, PHP, Clojure, Elixir, 
Haskell, and Rust."
+              }
+            },
+            {
+              "@type": "Question",
+              "name": "How do I contribute to Apache TinkerPop?",
+              "acceptedAnswer": {
+                "@type": "Answer",
+                "text": "You can contribute to Apache TinkerPop by 
participating in discussions on Discord or mailing lists, submitting bug 
reports or feature requests to the issue tracker, contributing code or 
documentation via pull requests on GitHub, or helping other users in the 
community."
+              }
+            },
+            {
+              "@type": "Question",
+              "name": "Where can I get help with TinkerPop and Gremlin?",
+              "acceptedAnswer": {
+                "@type": "Answer",
+                "text": "The TinkerPop community offers various support 
channels including Discord, Answer Overflow, Stack Overflow, user mailing 
lists, and developer mailing lists. You can also find documentation, tutorials, 
and examples on the TinkerPop website."
+              }
+            },
+            {
+              "@type": "Question",
+              "name": "What tools are available for working with TinkerPop?",
+              "acceptedAnswer": {
+                "@type": "Answer",
+                "text": "There are many tools available for working with 
TinkerPop including visualization tools like Graphexp, KeyLines, and 
Linkurious, development tools like Gremlint and Gremlator, Docker containers, 
and language-specific libraries and frameworks for various programming 
languages."
+              }
+            }
+          ]
+        }
+      ]
+    }
+    </script>
 </head>
 <body>
 <!-- header -->
@@ -54,7 +178,7 @@ limitations under the License.
         <nav class="navbar navbar-expand-lg  ">
             <div class="container-fluid">
                 <a class="navbar-brand" href="index.html">
-                    <img src="img/logo.png" class="img-fluid" alt="img">
+                    <img src="img/logo.png" class="img-fluid" alt="Apache 
TinkerPop Graph Computing Framework Logo">
                 </a>
                 <button class="navbar-toggler" type="button" 
data-bs-toggle="collapse"
                         data-bs-target="#navbarSupportedContent" 
aria-controls="navbarSupportedContent"
@@ -183,7 +307,7 @@ limitations under the License.
 
 <!-- hero -->
 <div class="container hero-inner">
-    <img src="img/community/bg.png" class="img-fluid w-100" alt="img">
+    <img src="img/community/bg.png" class="img-fluid w-100" alt="TinkerPop 
Community Banner">
 </div>
 
 <!-- Content -->
@@ -210,7 +334,7 @@ limitations under the License.
             </div>
             <div class="col-md-6 col-lg-3 mb-3">
                 <div class="d-flex align-items-start">
-                    <img src="img/community/tinkerpop.png" class="img-fluid 
me-3" alt="img">
+                    <img src="img/community/tinkerpop.png" class="img-fluid 
me-3" alt="TinkerPop Official Support Icon">
                     <div class="text-blue bold ft-17">
                         Official TinkerPop Support
                     </div>
@@ -218,7 +342,7 @@ limitations under the License.
             </div>
             <div class="col-md-6 col-lg-3 mb-3">
                 <div class="d-flex align-items-start">
-                    <img src="img/community/third-party.png" class="img-fluid 
me-3" alt="img">
+                    <img src="img/community/third-party.png" class="img-fluid 
me-3" alt="Community Support Icon">
                     <div class="text-blue bold ft-17">
                         Community support
                     </div>
@@ -226,7 +350,7 @@ limitations under the License.
             </div>
             <div class="col-md-6 col-lg-3 mb-3">
                 <div class="d-flex align-items-start">
-                    <img src="img/community/tools.png" class="img-fluid me-3" 
alt="img">
+                    <img src="img/community/tools.png" class="img-fluid me-3" 
alt="Some Tools and Libraries Icon">
                     <div class="text-blue bold ft-17">
                         Some tools and libraries
                     </div>
@@ -234,7 +358,7 @@ limitations under the License.
             </div>
             <div class="col-md-6 col-lg-3 mb-3">
                 <div class="d-flex align-items-start">
-                    <img src="img/community/tool.png" class="img-fluid me-3" 
alt="img">
+                    <img src="img/community/tool.png" class="img-fluid me-3" 
alt="Many Tools and Libraries Icon">
                     <div class="text-blue bold ft-17">
                         Many tools and libraries
                     </div>
@@ -251,7 +375,7 @@ limitations under the License.
                         <h2 class="accordion-header">
                             <button class="accordion-button collapsed" 
type="button" data-bs-toggle="collapse"
                                     data-bs-target="#collapseOne" 
aria-expanded="false" aria-controls="collapseOne">
-                                <img src="img/community/clojure.png" 
class="img-fluid me-3" alt="img">Clojure
+                                <img src="img/community/clojure.png" 
class="img-fluid me-3" alt="Clojure Logo">Clojure
                                 <div class="d-inline-block ms-4 "><img 
src="img/community/third-party.png"
                                                                        
class="img-fluid " alt="img"> <img
                                         src="img/community/tools.png" 
class="img-fluid me-2 " alt="img"></div>
@@ -280,12 +404,12 @@ limitations under the License.
                         </div>
                     </div>
 
-                    <!-- elixer -->
+                    <!-- elixir -->
                     <div class="accordion-item" id="lang-elixer">
                         <h2 class="accordion-header" >
                             <button class="accordion-button collapsed" 
type="button" data-bs-toggle="collapse"
                                     data-bs-target="#collapseTwo" 
aria-expanded="false" aria-controls="collapseTwo">
-                                <img src="img/community/elixer.png" 
class="img-fluid me-3" alt="img">Elixer
+                                <img src="img/community/elixer.png" 
class="img-fluid me-3" alt="Elixir Logo">Elixir
                                 <div class="d-inline-block ms-4 "><img 
src="img/community/third-party.png"
                                                                        
class="img-fluid " alt="img"> <img
                                         src="img/community/tools.png" 
class="img-fluid me-2 " alt="img"></div>
@@ -302,7 +426,7 @@ limitations under the License.
                                             Third-Party Libraries and Tools
                                         </p>
                                         <p class="ft-17">- <a class="text-blue"
-                                                              
href="https://github.com/Revmaker/gremlex";
+                                                              
href="https://github.com/coingaming/gremlex";
                                                               
target="_blank">Gremlex</a>: A Gremlin Server driver for
                                             Elixir.</p>
                                     </div>
@@ -316,7 +440,7 @@ limitations under the License.
                         <h2 class="accordion-header">
                             <button class="accordion-button collapsed" 
type="button" data-bs-toggle="collapse"
                                     data-bs-target="#collapse3" 
aria-expanded="false" aria-controls="collapse3">
-                                <img src="img/community/go.png" 
class="img-fluid me-3" alt="img">Go
+                                <img src="img/community/go.png" 
class="img-fluid me-3" alt="Go Logo">Go
                                 <div class="d-inline-block ms-4 "><img 
src="img/community/tinkerpop.png"
                                                                        
class="img-fluid me-2 " alt="img">
                                                                   <img 
src="img/community/third-party.png"
@@ -358,7 +482,7 @@ result, err := g.V().Out("knows").In("created").ToList()
 
                                   <div class="mt-4 text-center text-blue 
ft-17">
                                       <a 
href="https://tinkerpop.apache.org/docs/current/reference/#gremlin-go";
-                                         target="_blank"><u>Learn More</u></a>
+                                         target="_blank"><u>Gremlin-Go 
Documentation & Reference</u></a>
                                   </div>
 
                                   <div class="d-flex align-items-start">
@@ -389,7 +513,7 @@ result, err := g.V().Out("knows").In("created").ToList()
                         <h2 class="accordion-header">
                             <button class="accordion-button collapsed" 
type="button" data-bs-toggle="collapse"
                                     data-bs-target="#collapse4" 
aria-expanded="false" aria-controls="collapse4">
-                                <img src="img/community/groovy.png" 
class="img-fluid me-3" alt="img">Groovy
+                                <img src="img/community/groovy.png" 
class="img-fluid me-3" alt="Groovy Logo">Groovy
                                 <div class="d-inline-block ms-4 "><img 
src="img/community/tinkerpop.png"
                                                                        
class="img-fluid me-2 " alt="img"> <img
                                         src="img/community/tools.png" 
class="img-fluid me-2 " alt="img"></div>
@@ -431,7 +555,7 @@ def l = g.V().out('knows').in('created').toList()
 
                                 <div class="mt-4 text-center text-blue ft-17">
                                     <a 
href="https://tinkerpop.apache.org/docs/current/reference/#gremlin-groovy";
-                                       target="_blank"><u>Learn More</u></a>
+                                       target="_blank"><u>Gremlin-Groovy 
Documentation & Reference</u></a>
                                 </div>
                             </div>
                         </div>
@@ -442,7 +566,7 @@ def l = g.V().out('knows').in('created').toList()
                         <h2 class="accordion-header">
                             <button class="accordion-button collapsed" 
type="button" data-bs-toggle="collapse"
                                     data-bs-target="#collapse5" 
aria-expanded="false" aria-controls="collapse5">
-                                <img src="img/community/haskell.png" 
class="img-fluid me-3" alt="img">Haskell
+                                <img src="img/community/haskell.png" 
class="img-fluid me-3" alt="Haskell Logo">Haskell
                                 <div class="d-inline-block ms-4 "><img 
src="img/community/third-party.png"
                                                                        
class="img-fluid " alt="img"> <img
                                         src="img/community/tools.png" 
class="img-fluid me-2 " alt="img"></div>
@@ -521,7 +645,7 @@ List<Vertex> l = 
g.V().out('knows').in('created').toList();</code></pre>
 
                                 <div class="mt-4 text-center text-blue ft-17">
                                     <a 
href="https://tinkerpop.apache.org/docs/current/reference/#gremlin-java";
-                                       target="_blank"><u>Learn More</u></a>
+                                       target="_blank"><u>Gremlin-Java 
Documentation & Reference</u></a>
                                 </div>
 
                                 <div class="d-flex align-items-start">
@@ -559,7 +683,7 @@ List<Vertex> l = 
g.V().out('knows').in('created').toList();</code></pre>
                         <h2 class="accordion-header">
                             <button class="accordion-button collapsed" 
type="button" data-bs-toggle="collapse"
                                     data-bs-target="#collapse7" 
aria-expanded="false" aria-controls="collapse7">
-                                <img src="img/community/javascript.png" 
class="img-fluid me-3" alt="img">Javascript
+                                <img src="img/community/javascript.png" 
class="img-fluid me-3" alt="JavaScript Logo">Javascript
                                 <div class="d-inline-block ms-4 "><img 
src="img/community/tinkerpop.png"
                                                                        
class="img-fluid me-2 " alt="img"> <img
                                         src="img/community/third-party.png" 
class="img-fluid me-2 " alt="img"> <img
@@ -598,7 +722,7 @@ const l = await 
g.V().out('knows').in('created').toList();</code></pre>
 
                                 <div class="mt-4 text-center text-blue ft-17">
                                     <a 
href="https://tinkerpop.apache.org/docs/current/reference/#gremlin-javascript";
-                                       target="_blank"><u>Learn More</u></a>
+                                       target="_blank"><u>Gremlin-JavaScript 
Documentation & Reference</u></a>
                                 </div>
 
                                 <div class="d-flex align-items-start">
@@ -711,7 +835,7 @@ var l = await 
g.V().Out("knows").In("created").ToList();</code></pre>
 
                                 <div class="mt-4 text-center text-blue ft-17">
                                     <a 
href="https://tinkerpop.apache.org/docs/current/reference/#gremlin-dotnet";
-                                       target="_blank"><u>Learn More</u></a>
+                                       target="_blank"><u>Gremlin.NET 
Documentation & Reference</u></a>
                                 </div>
 
                                 <div class="d-flex align-items-start">
@@ -778,7 +902,7 @@ l = g.V().both()[1:3].toList()</code></pre>
 
                                 <div class="mt-4 text-center text-blue ft-17">
                                     <a 
href="https://tinkerpop.apache.org/docs/current/reference/#gremlin-python";
-                                       target="_blank"><u>Learn More</u></a>
+                                       target="_blank"><u>Gremlin-Python 
Documentation & Reference</u></a>
                                 </div>
 
                                 <div class="d-flex align-items-start">
@@ -1155,7 +1279,7 @@ l = g.V().both()[1:3].toList()</code></pre>
                 <div class="ju-box">
                     <h2 class="ft-40 text-blue bold">Join Us</h2>
                     <p class="bold">Join us on our Discord Server</p>
-                    <a href="https://discord.gg/tinkerpop";><img 
src="img/tpvewx.png" class="img-fluid mt-3" alt="img"></a>
+                    <a href="https://discord.gg/tinkerpop";><img 
src="img/tpvewx.png" class="img-fluid mt-3" alt="Discord logo"></a>
                 </div>
             </div>
         </div>
@@ -1171,11 +1295,11 @@ l = g.V().both()[1:3].toList()</code></pre>
                     <div class="bold ft-25">Apache TinkerPop™</div>
                     <p class="mt-2 mb-4">Apache TinkerPop™ is a graph 
computing framework for both graph databases (OLTP) and graph analytic systems 
(OLAP).</p>
                     <ul class="list-unstyled list-inline hover-op-low">
-                        <li class="list-inline-item"><a 
href="https://discord.gg/tinkerpop";><img src="img/social/discord.svg" 
class="img-fluid" alt="img"></a></li>
-                        <li class="list-inline-item"><a 
href="https://github.com/apache/tinkerpop";><img src="img/social/github-box.svg" 
class="img-fluid" alt="img"></a></li>
-                        <li class="list-inline-item"><a 
href="https://www.twitch.tv/apachetinkerpop";><img src="img/social/twitch.png" 
class="img-fluid" alt="img"></a></li>
-                        <li class="list-inline-item"><a 
href="https://twitter.com/apachetinkerpop";><img 
src="img/social/twitter-square.svg" class="img-fluid" alt="img"></a></li>
-                        <li class="list-inline-item"><a 
href="https://www.youtube.com/@apachetinkerpop";><img 
src="img/social/youtube.png" class="img-fluid" alt="img"></a></li>
+                        <li class="list-inline-item"><a 
href="https://discord.gg/tinkerpop";><img src="img/social/discord.svg" 
class="img-fluid" alt="TinkerPop Discord"></a></li>
+                        <li class="list-inline-item"><a 
href="https://github.com/apache/tinkerpop";><img src="img/social/github-box.svg" 
class="img-fluid" alt="TinkerPop GitHub"></a></li>
+                        <li class="list-inline-item"><a 
href="https://www.twitch.tv/apachetinkerpop";><img src="img/social/twitch.png" 
class="img-fluid" alt="TinkerPop Twitch"></a></li>
+                        <li class="list-inline-item"><a 
href="https://twitter.com/apachetinkerpop";><img 
src="img/social/twitter-square.svg" class="img-fluid" alt="TinkerPop 
Twitter"></a></li>
+                        <li class="list-inline-item"><a 
href="https://www.youtube.com/@apachetinkerpop";><img 
src="img/social/youtube.png" class="img-fluid" alt="TinkerPop YouTube"></a></li>
                     </ul>
                 </div>
                 <div class="col-md-4 ft-links">
diff --git a/docs/site/home/download.html b/docs/site/home/download.html
index 317c4efc82..f5d57765e1 100644
--- a/docs/site/home/download.html
+++ b/docs/site/home/download.html
@@ -18,10 +18,26 @@ limitations under the License.
         <meta charset=utf-8>
         <meta http-equiv="X-UA-Compatible" content="IE=edge">
         <meta name="viewport" content="width=device-width, initial-scale=1, 
shrink-to-fit=no">
+        <meta name="robots" content="index, follow">
         <link href="img/favicon.png" rel="shortcut icon" />
-        <title>Apache TinkerPop: Downloads</title>
-        <meta name="description" content="">
-        <meta name="keywords" content="">
+        <title>Download Graph Computing Tools | Apache TinkerPop</title>
+        <meta name="description" content="Download TinkerPop graph tools 
including Gremlin Console, Server, and source code. Get started with the 
leading graph framework for your applications.">
+        <meta name="keywords" content="download, TinkerPop, Gremlin, graph 
tools">
+        <link rel="canonical" 
href="https://tinkerpop.apache.org/download.html";>
+        
+        <!-- Open Graph / Facebook -->
+        <meta property="og:type" content="website">
+        <meta property="og:url" 
content="https://tinkerpop.apache.org/download.html";>
+        <meta property="og:title" content="Download Graph Computing Tools | 
Apache TinkerPop">
+        <meta property="og:description" content="Download TinkerPop graph 
tools including Gremlin Console, Server, and source code. Get started with the 
leading graph framework for your applications.">
+        <meta property="og:image" 
content="https://tinkerpop.apache.org/img/download/downloads-header.png";>
+
+        <!-- Twitter -->
+        <meta name="twitter:card" content="summary_large_image">
+        <meta name="twitter:site" content="@apachetinkerpop">
+        <meta name="twitter:title" content="Download Graph Computing Tools | 
Apache TinkerPop">
+        <meta name="twitter:description" content="Download TinkerPop graph 
tools including Gremlin Console, Server, and source code. Get started with the 
leading graph framework for your applications.">
+        <meta name="twitter:image" 
content="https://tinkerpop.apache.org/img/download/downloads-header.png";>
         <link href="css/bootstrap.min.css" rel="stylesheet">
         <link href="css/font-awesome.css" rel="stylesheet"/>
         <link href="css/custome.css" rel="stylesheet">
@@ -45,6 +61,85 @@ limitations under the License.
             })();
         </script>
         <!-- End Matomo Code -->
+        
+        <!-- Structured Data / JSON-LD -->
+        <script type="application/ld+json">
+        {
+          "@context": "https://schema.org";,
+          "@graph": [
+            {
+              "@type": "SoftwareApplication",
+              "name": "Apache TinkerPop",
+              "applicationCategory": "GraphDatabase",
+              "operatingSystem": "Java 8/11",
+              "softwareVersion": "3.7.3",
+              "downloadUrl": 
"https://www.apache.org/dyn/closer.lua/tinkerpop/3.7.3/apache-tinkerpop-gremlin-console-3.7.3-bin.zip";,
+              "license": "https://www.apache.org/licenses/LICENSE-2.0";,
+              "offers": {
+                "@type": "Offer",
+                "price": "0",
+                "priceCurrency": "USD"
+              },
+              "description": "Apache TinkerPop is a graph computing framework 
for both graph databases (OLTP) and graph analytic systems (OLAP)."
+            },
+            {
+              "@type": "BreadcrumbList",
+              "itemListElement": [
+                {
+                  "@type": "ListItem",
+                  "position": 1,
+                  "name": "Home",
+                  "item": "https://tinkerpop.apache.org/";
+                },
+                {
+                  "@type": "ListItem",
+                  "position": 2,
+                  "name": "Downloads",
+                  "item": "https://tinkerpop.apache.org/download.html";
+                }
+              ]
+            },
+            {
+              "@type": "FAQPage",
+              "@id": "https://tinkerpop.apache.org/download.html#faqpage";,
+              "mainEntity": [
+                {
+                  "@type": "Question",
+                  "name": "What are the system requirements for running 
TinkerPop tools?",
+                  "acceptedAnswer": {
+                    "@type": "Answer",
+                    "text": "Gremlin Console and Gremlin Server are compatible 
with Java 8/11. Ensure you have a compatible Java version installed before 
downloading."
+                  }
+                },
+                {
+                  "@type": "Question",
+                  "name": "Which TinkerPop version should I download?",
+                  "acceptedAnswer": {
+                    "@type": "Answer",
+                    "text": "For most users, we recommend the latest stable 
release."
+                  }
+                },
+                {
+                  "@type": "Question",
+                  "name": "How do I verify the integrity of my download?",
+                  "acceptedAnswer": {
+                    "@type": "Answer",
+                    "text": "You can verify downloads using PGP signatures or 
SHA512 checksums. First download the KEYS file from the Apache distribution 
directory, then verify using commands like 'gpg --import KEYS' followed by 'gpg 
--verify [download-file].asc [download-file]'."
+                  }
+                },
+                {
+                  "@type": "Question",
+                  "name": "Are there packaged artifacts available in other 
repositories?",
+                  "acceptedAnswer": {
+                    "@type": "Answer",
+                    "text": "Yes, TinkerPop artifacts are available in Docker, 
Maven Central, PyPI, npm, and NuGet. Language-specific drivers can be installed 
through these respective package managers."
+                  }
+                }
+              ]
+            }
+          ]
+        }
+        </script>
     </head>
     <body>
     <!-- header -->
@@ -53,7 +148,7 @@ limitations under the License.
             <nav class="navbar navbar-expand-lg  ">
                 <div class="container-fluid">
                     <a class="navbar-brand" href="index.html">
-                        <img src="img/logo.png" class="img-fluid" alt="img">
+                        <img src="img/logo.png" class="img-fluid" alt="Apache 
TinkerPop Graph Computing Framework Logo">
                     </a>
                     <button class="navbar-toggler" type="button" 
data-bs-toggle="collapse"
                             data-bs-target="#navbarSupportedContent" 
aria-controls="navbarSupportedContent"
@@ -182,7 +277,7 @@ limitations under the License.
         
         <!-- hero -->
         <div class="container hero-inner">
-            <img src="img/download/bg.png" class="img-fluid w-100" alt="img">
+            <img src="img/download/bg.png" class="img-fluid w-100" alt="Apache 
TinkerPop Graph Database Download Background">
         </div>
 
         <!-- Content -->
@@ -202,15 +297,15 @@ limitations under the License.
                 </div>
                 <div class="row d-flex align-items-center">
                     <div class="col-lg-3 col-md-6 mb-2 mb-lg-0">
-                        <img src="img/download/icon.png" class="img-fluid 
me-2" alt="img"> <span class="bold">3.7.3</span> (latest, stable) <p 
class="d-inline-block ms-4 mb-0">23-October-2024</p>
+                        <img src="img/download/icon.png" class="img-fluid 
me-2" alt="TinkerPop Version Icon"> <span class="bold">3.7.3</span> (latest, 
stable) <p class="d-inline-block ms-4 mb-0">23-October-2024</p>
                     </div>
                     <div class="col-lg-4 col-md-6 mb-2 mb-lg-0">
                         <p class="text-blue mb-0"><a 
href="https://github.com/apache/tinkerpop/blob/3.7.3/CHANGELOG.asciidoc#release-3-7-3";>release
 notes</a> | <a 
href="https://tinkerpop.apache.org/docs/3.7.3/upgrade/#_tinkerpop_3_7_3";>upgrade</a>
 | <a href="https://tinkerpop.apache.org/docs/3.7.3/";>documentation</a> | <a 
href="#" data-bs-toggle="modal" 
data-bs-target="#contributors-3_7_3">contributors</a></p>
                     </div>
                     <div class="col-lg-5 col-md-12 mb-2 mb-lg-2">
-                        <a class="btn btn-theme me-2" 
href="https://www.apache.org/dyn/closer.lua/tinkerpop/3.7.3/apache-tinkerpop-gremlin-console-3.7.3-bin.zip";><img
 src="img/download/bx-download.svg" class="img-fluid me-2" alt="img">Gremlin 
Console</a>
-                        <a class="btn btn-theme me-2" 
href="https://www.apache.org/dyn/closer.lua/tinkerpop/3.7.3/apache-tinkerpop-gremlin-server-3.7.3-bin.zip";><img
 src="img/download/bx-download.svg" class="img-fluid me-2" alt="img">Gremlin 
Server</a>
-                        <a class="btn btn-theme me-2" 
href="https://www.apache.org/dyn/closer.lua/tinkerpop/3.7.3/apache-tinkerpop-3.7.3-src.zip";><img
 src="img/download/bx-download.svg" class="img-fluid me-2" alt="img">Source</a>
+                        <a class="btn btn-theme me-2" 
href="https://www.apache.org/dyn/closer.lua/tinkerpop/3.7.3/apache-tinkerpop-gremlin-console-3.7.3-bin.zip";><img
 src="img/download/bx-download.svg" class="img-fluid me-2" alt="">Gremlin 
Console</a>
+                        <a class="btn btn-theme me-2" 
href="https://www.apache.org/dyn/closer.lua/tinkerpop/3.7.3/apache-tinkerpop-gremlin-server-3.7.3-bin.zip";><img
 src="img/download/bx-download.svg" class="img-fluid me-2" alt="">Gremlin 
Server</a>
+                        <a class="btn btn-theme me-2" 
href="https://www.apache.org/dyn/closer.lua/tinkerpop/3.7.3/apache-tinkerpop-3.7.3-src.zip";><img
 src="img/download/bx-download.svg" class="img-fluid me-2" alt="">Source</a>
                     </div>
                 </div>
                 <div class="row d-flex align-items-center">
@@ -221,9 +316,9 @@ limitations under the License.
                         <p class="text-blue mb-0"><a 
href="https://github.com/apache/tinkerpop/blob/3.6.8/CHANGELOG.asciidoc#release-3-6-8";>release
 notes</a> | <a 
href="https://tinkerpop.apache.org/docs/3.6.8/upgrade/#_tinkerpop_3_6_8";>upgrade</a>
 | <a href="https://tinkerpop.apache.org/docs/3.6.8/";>documentation</a> | <a 
href="#" data-bs-toggle="modal" 
data-bs-target="#contributors-3_6_8">contributors</a></p>
                      </div>
                       <div class="col-lg-5 col-md-12 mb-2 mb-lg-2">
-                        <a class="btn btn-theme me-2" 
href="https://www.apache.org/dyn/closer.lua/tinkerpop/3.6.8/apache-tinkerpop-gremlin-console-3.6.8-bin.zip";><img
 src="img/download/bx-download.svg" class="img-fluid me-2" alt="img">Gremlin 
Console</a>
-                        <a class="btn btn-theme me-2" 
href="https://www.apache.org/dyn/closer.lua/tinkerpop/3.6.8/apache-tinkerpop-gremlin-server-3.6.8-bin.zip";><img
 src="img/download/bx-download.svg" class="img-fluid me-2" alt="img">Gremlin 
Server</a>
-                        <a class="btn btn-theme me-2" 
href="https://www.apache.org/dyn/closer.lua/tinkerpop/3.6.8/apache-tinkerpop-3.6.8-src.zip";><img
 src="img/download/bx-download.svg" class="img-fluid me-2" alt="img">Source</a>
+                        <a class="btn btn-theme me-2" 
href="https://www.apache.org/dyn/closer.lua/tinkerpop/3.6.8/apache-tinkerpop-gremlin-console-3.6.8-bin.zip";><img
 src="img/download/bx-download.svg" class="img-fluid me-2" alt="Download 
Icon">Gremlin Console</a>
+                        <a class="btn btn-theme me-2" 
href="https://www.apache.org/dyn/closer.lua/tinkerpop/3.6.8/apache-tinkerpop-gremlin-server-3.6.8-bin.zip";><img
 src="img/download/bx-download.svg" class="img-fluid me-2" alt="Download 
Icon">Gremlin Server</a>
+                        <a class="btn btn-theme me-2" 
href="https://www.apache.org/dyn/closer.lua/tinkerpop/3.6.8/apache-tinkerpop-3.6.8-src.zip";><img
 src="img/download/bx-download.svg" class="img-fluid me-2" alt="Download 
Icon">Source</a>
                       </div>
                 </div>
                 <div class="row d-flex mt-4 mt-md-5">
@@ -235,15 +330,15 @@ limitations under the License.
                     <p class="mb-3 mb-md-3 medium black">Beta releases offer a 
public preview of an upcoming full release. Some features may be missing and
                         others may be subject to change in future betas or a 
final release.</p>
                     <div class="col-lg-3 col-md-6 mb-2 mb-lg-0">
-                        <img src="img/download/icon.png" class="img-fluid 
me-2" alt="img"> <span class="bold">4.0.0-beta.1</span> (pre-release) <p 
class="d-inline-block ms-4 mb-0">17-January-2025</p>
+                        <img src="img/download/icon.png" class="img-fluid 
me-2" alt="TinkerPop Version Icon"> <span class="bold">4.0.0-beta.1</span> 
(pre-release) <p class="d-inline-block ms-4 mb-0">17-January-2025</p>
                     </div>
                     <div class="col-lg-4 col-md-6 mb-2 mb-lg-0">
                         <p class="text-blue mb-0"><a 
href="https://github.com/apache/tinkerpop/blob/4.0.0-beta.1/CHANGELOG.asciidoc#release-4-0-0-beta-1";>release
 notes</a> | <a 
href="https://tinkerpop.apache.org/docs/4.0.0-beta.1/upgrade/#_tinkerpop_4_0_0_beta_1";>upgrade</a>
 | <a href="https://tinkerpop.apache.org/docs/4.0.0-beta.1/";>documentation</a> 
| <a href="#" data-bs-toggle="modal" 
data-bs-target="#contributors-4_0_0_beta_1">contributors</a></p>
                     </div>
                     <div class="col-lg-5 col-md-12 mb-2 mb-lg-2">
-                        <a class="btn btn-theme me-2" 
href="https://www.apache.org/dyn/closer.lua/tinkerpop/4.0.0-beta.1/apache-tinkerpop-gremlin-console-4.0.0-beta.1-bin.zip";><img
 src="img/download/bx-download.svg" class="img-fluid me-2" alt="img">Gremlin 
Console</a>
-                        <a class="btn btn-theme me-2" 
href="https://www.apache.org/dyn/closer.lua/tinkerpop/4.0.0-beta.1/apache-tinkerpop-gremlin-server-4.0.0-beta.1-bin.zip";><img
 src="img/download/bx-download.svg" class="img-fluid me-2" alt="img">Gremlin 
Server</a>
-                        <a class="btn btn-theme me-2" 
href="https://www.apache.org/dyn/closer.lua/tinkerpop/4.0.0-beta.1/apache-tinkerpop-4.0.0-beta.1-src.zip";><img
 src="img/download/bx-download.svg" class="img-fluid me-2" alt="img">Source</a>
+                        <a class="btn btn-theme me-2" 
href="https://www.apache.org/dyn/closer.lua/tinkerpop/4.0.0-beta.1/apache-tinkerpop-gremlin-console-4.0.0-beta.1-bin.zip";><img
 src="img/download/bx-download.svg" class="img-fluid me-2" alt="Download 
Icon">Gremlin Console</a>
+                        <a class="btn btn-theme me-2" 
href="https://www.apache.org/dyn/closer.lua/tinkerpop/4.0.0-beta.1/apache-tinkerpop-gremlin-server-4.0.0-beta.1-bin.zip";><img
 src="img/download/bx-download.svg" class="img-fluid me-2" alt="Download 
Icon">Gremlin Server</a>
+                        <a class="btn btn-theme me-2" 
href="https://www.apache.org/dyn/closer.lua/tinkerpop/4.0.0-beta.1/apache-tinkerpop-4.0.0-beta.1-src.zip";><img
 src="img/download/bx-download.svg" class="img-fluid me-2" alt="Download 
Icon">Source</a>
                     </div>
                 </div>
                 <div class="row d-flex align-items-center mt-4 mt-md-5">
@@ -342,20 +437,20 @@ limitations under the License.
                    <div class="col-lg-11 col-md-12">
                     <div class="info-box">
                         <div class="d-flex mb-3 align-items-start">
-                            <img 
src="img/download/information-circle-outline.svg" class="img-fluid me-2 pt-1" 
alt="img">
+                            <img 
src="img/download/information-circle-outline.svg" class="img-fluid me-2 pt-1" 
alt="Information Icon">
                             <div>
                                 Gremlin Console and Gremlin Server are 
compatible with Java 8/11.
                             </div>
                         </div>
                         <div class="d-flex mb-3 align-items-start">
-                            <img 
src="img/download/information-circle-outline.svg" class="img-fluid me-2 pt-1" 
alt="img">
+                            <img 
src="img/download/information-circle-outline.svg" class="img-fluid me-2 pt-1" 
alt="Information Icon">
                             <div>
                                 Upgrade documentation was only introduced at 
3.1.1-incubating which is why there are no "upgrade" links in versions prior to 
that one.
                             </div>
                         </div>
 
                         <div class="d-flex  align-items-start">
-                            <img 
src="img/download/information-circle-outline.svg" class="img-fluid me-2 pt-1" 
alt="img">
+                            <img 
src="img/download/information-circle-outline.svg" class="img-fluid me-2 pt-1" 
alt="Information Icon">
                             <div>
                                 This page lists official Apache releases only. 
TinkerPop occasionally produces unofficial binary release candidates (denoted 
by the suffix "-RC") which are NOT promoted or announced as actual release 
versions. Such releases are for early development and evaluation purposes only. 
They are not suitable for production.
                             </div>
@@ -2825,7 +2920,7 @@ limitations under the License.
                         <div class="ju-box">
                             <h2 class="ft-40 text-blue bold">Join Us</h2>
                             <p class="bold">Join us on our Discord Server</p>
-                            <a href="https://discord.gg/tinkerpop";><img 
src="img/tpvewx.png" class="img-fluid mt-3" alt="img"></a>
+                            <a href="https://discord.gg/tinkerpop";><img 
src="img/tpvewx.png" class="img-fluid mt-3" alt="Discord logo"></a>
                         </div>
                     </div>
                 </div>
@@ -2842,11 +2937,11 @@ limitations under the License.
                             <div class="bold ft-25">Apache TinkerPop™</div>
                             <p class="mt-2 mb-4">Apache TinkerPop™ is a graph 
computing framework for both graph databases (OLTP) and graph analytic systems 
(OLAP).</p>
                             <ul class="list-unstyled list-inline hover-op-low">
-                                <li class="list-inline-item"><a 
href="https://discord.gg/tinkerpop";><img src="img/social/discord.svg" 
class="img-fluid" alt="img"></a></li>
-                                <li class="list-inline-item"><a 
href="https://github.com/apache/tinkerpop";><img src="img/social/github-box.svg" 
class="img-fluid" alt="img"></a></li>
-                                <li class="list-inline-item"><a 
href="https://www.twitch.tv/apachetinkerpop";><img src="img/social/twitch.png" 
class="img-fluid" alt="img"></a></li>
-                                <li class="list-inline-item"><a 
href="https://twitter.com/apachetinkerpop";><img 
src="img/social/twitter-square.svg" class="img-fluid" alt="img"></a></li>
-                                <li class="list-inline-item"><a 
href="https://www.youtube.com/@apachetinkerpop";><img 
src="img/social/youtube.png" class="img-fluid" alt="img"></a></li>
+                                <li class="list-inline-item"><a 
href="https://discord.gg/tinkerpop";><img src="img/social/discord.svg" 
class="img-fluid" alt="TinkerPop Discord"></a></li>
+                                <li class="list-inline-item"><a 
href="https://github.com/apache/tinkerpop";><img src="img/social/github-box.svg" 
class="img-fluid" alt="TinkerPop GitHub"></a></li>
+                                <li class="list-inline-item"><a 
href="https://www.twitch.tv/apachetinkerpop";><img src="img/social/twitch.png" 
class="img-fluid" alt="TinkerPop Twitch"></a></li>
+                                <li class="list-inline-item"><a 
href="https://twitter.com/apachetinkerpop";><img 
src="img/social/twitter-square.svg" class="img-fluid" alt="TinkerPop 
Twitter"></a></li>
+                                <li class="list-inline-item"><a 
href="https://www.youtube.com/@apachetinkerpop";><img 
src="img/social/youtube.png" class="img-fluid" alt="TinkerPop YouTube"></a></li>
                             </ul>
                         </div>
                         <div class="col-md-4 ft-links">
@@ -2891,4 +2986,3 @@ limitations under the License.
         <script src="js/my.js"></script>
     </body>
 </html>
-       
diff --git a/docs/site/home/gremlin.html b/docs/site/home/gremlin.html
index 6c27652b93..4a36e0e337 100644
--- a/docs/site/home/gremlin.html
+++ b/docs/site/home/gremlin.html
@@ -18,10 +18,27 @@ limitations under the License.
         <meta charset=utf-8>
         <meta http-equiv="X-UA-Compatible" content="IE=edge">
         <meta name="viewport" content="width=device-width, initial-scale=1, 
shrink-to-fit=no">
+        <meta name="robots" content="index, follow">
         <link href="img/favicon.png" rel="shortcut icon" />
-        <title>Apache TinkerPop: Gremlin</title>
-        <meta name="description" content="">
-        <meta name="keywords" content="">
+        <title>Graph Query Language - Gremlin | Apache TinkerPop</title>
+        <meta name="description" content="Gremlin is a graph traversal 
language for querying databases with a functional, data-flow approach. Learn 
how to use this powerful query language.">
+        <meta name="keywords" content="graph query, Gremlin, traversal, 
TinkerPop">
+        <link rel="canonical" href="https://tinkerpop.apache.org/gremlin.html";>
+        
+        <!-- Open Graph / Facebook -->
+        <meta property="og:type" content="website">
+        <meta property="og:url" 
content="https://tinkerpop.apache.org/gremlin.html";>
+        <meta property="og:title" content="Graph Query Language - Gremlin | 
Apache TinkerPop">
+        <meta property="og:description" content="Gremlin is a graph traversal 
language for querying databases with a functional, data-flow approach. Learn 
how to use this powerful query language.">
+        <meta property="og:image" 
content="https://tinkerpop.apache.org/img/gremlin/gremlin-logo.png";>
+        
+        <!-- Twitter -->
+        <meta name="twitter:card" content="summary_large_image">
+        <meta name="twitter:site" content="@apachetinkerpop">
+        <meta name="twitter:title" content="Graph Query Language - Gremlin | 
Apache TinkerPop">
+        <meta name="twitter:description" content="Gremlin is a graph traversal 
language for querying databases with a functional, data-flow approach. Learn 
how to use this powerful query language.">
+        <meta name="twitter:image" 
content="https://tinkerpop.apache.org/img/gremlin/gremlin-logo.png";>
+        
         <link href="css/bootstrap.min.css" rel="stylesheet">
         <link href="css/font-awesome.css" rel="stylesheet"/>
         <link href="css/custome.css" rel="stylesheet">
@@ -29,6 +46,7 @@ limitations under the License.
         <link href="css/animate.css" rel="stylesheet"/>
         <link href="css/prism.css" rel="stylesheet">
         <link href="css/fonts.css" rel="stylesheet">
+
         <!-- Matomo -->
         <script>
             var _paq = window._paq = window._paq || [];
@@ -46,6 +64,93 @@ limitations under the License.
             })();
         </script>
         <!-- End Matomo Code -->
+        
+        <!-- Structured Data / JSON-LD -->
+        <script type="application/ld+json">
+        {
+          "@context": "https://schema.org";,
+          "@graph": [
+            {
+              "@type": "Organization",
+              "@id": "https://tinkerpop.apache.org/#organization";,
+              "name": "Apache TinkerPop",
+              "url": "https://tinkerpop.apache.org/";,
+              "logo": {
+                "@type": "ImageObject",
+                "url": "https://tinkerpop.apache.org/img/logo.png";,
+                "width": 280,
+                "height": 60
+              },
+              "description": "Apache TinkerPop is a graph computing framework 
for both graph databases (OLTP) and graph analytic systems (OLAP)."
+            },
+            {
+              "@type": "WebSite",
+              "@id": "https://tinkerpop.apache.org/#website";,
+              "url": "https://tinkerpop.apache.org/";,
+              "name": "Apache TinkerPop",
+              "publisher": {
+                "@id": "https://tinkerpop.apache.org/#organization";
+              }
+            },
+            {
+              "@type": "TechArticle",
+              "@id": "https://tinkerpop.apache.org/gremlin.html#article";,
+              "headline": "Graph Query Language - Gremlin",
+              "description": "Gremlin is a graph traversal language that 
enables developers to query graph databases with a functional, data-flow 
approach. Learn how to use this powerful graph query language for your data 
relationships.",
+              "isPartOf": {
+                "@id": "https://tinkerpop.apache.org/#website";
+              },
+              "publisher": {
+                "@id": "https://tinkerpop.apache.org/#organization";
+              },
+              "mainEntityOfPage": {
+                "@id": "https://tinkerpop.apache.org/gremlin.html#webpage";
+              },
+              "inLanguage": "en",
+              "technicalArticle": true
+            },
+            {
+              "@type": "WebPage",
+              "@id": "https://tinkerpop.apache.org/gremlin.html#webpage";,
+              "url": "https://tinkerpop.apache.org/gremlin.html";,
+              "name": "Graph Query Language - Gremlin | Apache TinkerPop",
+              "isPartOf": {
+                "@id": "https://tinkerpop.apache.org/#website";
+              },
+              "about": {
+                "@id": "https://tinkerpop.apache.org/#organization";
+              },
+              "description": "Gremlin is a graph traversal language that 
enables developers to query graph databases with a functional, data-flow 
approach. Learn how to use this powerful graph query language for your data 
relationships."
+            },
+            {
+              "@type": "BreadcrumbList",
+              "@id": 
"https://tinkerpop.apache.org/gremlin.html#breadcrumblist";,
+              "itemListElement": [
+                {
+                  "@type": "ListItem",
+                  "position": 1,
+                  "item": {
+                    "@type": "WebPage",
+                    "@id": "https://tinkerpop.apache.org/";,
+                    "url": "https://tinkerpop.apache.org/";,
+                    "name": "Home"
+                  }
+                },
+                {
+                  "@type": "ListItem",
+                  "position": 2,
+                  "item": {
+                    "@type": "WebPage",
+                    "@id": "https://tinkerpop.apache.org/gremlin.html";,
+                    "url": "https://tinkerpop.apache.org/gremlin.html";,
+                    "name": "Gremlin Query Language"
+                  }
+                }
+              ]
+            }
+          ]
+        }
+        </script>
     </head>
     <body>
     <!-- header -->
@@ -657,4 +762,3 @@ g.V().has("name","gremlin").as("a").
         <script src="js/prism.js"></script>
     </body>
 </html>
-       
diff --git a/docs/site/home/index.html b/docs/site/home/index.html
index 76af6dce76..af4f8e52a5 100644
--- a/docs/site/home/index.html
+++ b/docs/site/home/index.html
@@ -18,10 +18,27 @@ limitations under the License.
     <meta charset=utf-8>
     <meta http-equiv="X-UA-Compatible" content="IE=edge">
     <meta name="viewport" content="width=device-width, initial-scale=1, 
shrink-to-fit=no">
+    <meta name="robots" content="index, follow">
     <link href="img/favicon.png" rel="shortcut icon"/>
-    <title>Apache TinkerPop: Home</title>
-    <meta name="description" content="">
-    <meta name="keywords" content="">
+    <title>Graph Computing Framework | Apache TinkerPop</title>
+    <meta name="description" content="Graph computing framework for databases 
and analytics systems. Apache TinkerPop powers graph applications with the 
Gremlin query language.">
+    <meta name="keywords" content="graph computing, graph database, Gremlin, 
TinkerPop">
+    <link rel="canonical" href="https://tinkerpop.apache.org/";>
+    
+    <!-- Open Graph / Facebook -->
+    <meta property="og:type" content="website">
+    <meta property="og:url" content="https://tinkerpop.apache.org/";>
+    <meta property="og:title" content="Graph Computing Framework | Apache 
TinkerPop">
+    <meta property="og:description" content="Graph computing framework for 
databases and analytics systems. Apache TinkerPop powers graph applications 
with the Gremlin query language.">
+    <meta property="og:image" 
content="https://tinkerpop.apache.org/img/tinkerpop-splash.png";>
+
+    <!-- Twitter -->
+    <meta name="twitter:card" content="summary_large_image">
+    <meta name="twitter:site" content="@apachetinkerpop">
+    <meta name="twitter:title" content="Graph Computing Framework | Apache 
TinkerPop">
+    <meta name="twitter:description" content="Graph computing framework for 
databases and analytics systems. Apache TinkerPop powers graph applications 
with the Gremlin query language.">
+    <meta name="twitter:image" 
content="https://tinkerpop.apache.org/img/tinkerpop-splash.png";>
+    
     <link href="css/bootstrap.min.css" rel="stylesheet">
     <link href="css/font-awesome.css" rel="stylesheet"/>
     <link href="css/custome.css" rel="stylesheet">
@@ -46,6 +63,70 @@ limitations under the License.
         })();
     </script>
     <!-- End Matomo Code -->
+    
+    <!-- Structured Data / JSON-LD: Used for SEO and rich search results -->
+    <script type="application/ld+json">
+    {
+        "@context": "https://schema.org";,
+        "@graph": [
+            {
+                "@type": "Organization",
+                "@id": "https://tinkerpop.apache.org/#organization";,
+                "name": "Apache TinkerPop",
+                "url": "https://tinkerpop.apache.org/";,
+                "logo": {
+                    "@type": "ImageObject",
+                    "url": "https://tinkerpop.apache.org/img/logo.png";,
+                    "width": 280,
+                    "height": 60
+                },
+                "description": "Apache TinkerPop is a graph computing 
framework for both graph databases (OLTP) and graph analytic systems (OLAP).",
+                "sameAs": [
+                    "https://github.com/apache/tinkerpop/";,
+                    "https://twitter.com/apachetinkerpop";
+                ]
+            },
+            {
+                "@type": "WebSite",
+                "@id": "https://tinkerpop.apache.org/#website";,
+                "url": "https://tinkerpop.apache.org/";,
+                "name": "Apache TinkerPop",
+                "publisher": {
+                    "@id": "https://tinkerpop.apache.org/#organization";
+                }
+            },
+            {
+                "@type": "WebPage",
+                "@id": "https://tinkerpop.apache.org/#webpage";,
+                "url": "https://tinkerpop.apache.org/";,
+                "name": "Graph Computing Framework | Apache TinkerPop",
+                "isPartOf": {
+                    "@id": "https://tinkerpop.apache.org/#website";
+                },
+                "about": {
+                    "@id": "https://tinkerpop.apache.org/#organization";
+                },
+                "description": "Apache TinkerPop is a powerful open-source 
graph computing framework for both graph databases (OLTP) and graph analytic 
systems (OLAP). Build modern graph applications with the Gremlin query 
language."
+            },
+            {
+                "@type": "BreadcrumbList",
+                "@id": "https://tinkerpop.apache.org/#breadcrumblist";,
+                "itemListElement": [
+                    {
+                        "@type": "ListItem",
+                        "position": 1,
+                        "item": {
+                            "@type": "WebPage",
+                            "@id": "https://tinkerpop.apache.org/";,
+                            "url": "https://tinkerpop.apache.org/";,
+                            "name": "Home"
+                        }
+                    }
+                ]
+            }
+        ]
+    }
+    </script>
 </head>
 <body>
 <!-- header -->
@@ -54,7 +135,7 @@ limitations under the License.
         <nav class="navbar navbar-expand-lg  ">
             <div class="container-fluid">
                 <a class="navbar-brand" href="index.html">
-                    <img src="img/logo.png" class="img-fluid" alt="img">
+                    <img src="img/logo.png" class="img-fluid" alt="Apache 
TinkerPop Graph Computing Framework Logo">
                 </a>
                 <button class="navbar-toggler" type="button" 
data-bs-toggle="collapse"
                         data-bs-target="#navbarSupportedContent" 
aria-controls="navbarSupportedContent"
@@ -140,16 +221,16 @@ limitations under the License.
                                 Community
                             </a>
                             <ul class="dropdown-menu" 
aria-labelledby="navbarDropdown3">
-                                <li><a class="dropdown-item" 
href="https://discord.gg/tinkerpop"; target="_blank"><img 
src="img/discord-logo.png" class="nav-icon"/>Discord</a></li>
-                                <li><a class="dropdown-item" 
href="https://www.answeroverflow.com/c/838910279550238720";><img 
src="img/answer-overflow-logo.png" class="nav-icon"/>Answer Overflow</a></li>
-                                <li><a class="dropdown-item" 
href="https://stackoverflow.com/questions/tagged/gremlin";><img 
src="img/stack-overflow-logo.png" class="nav-icon"/>Stack Overflow</a></li>
-                                <li><a class="dropdown-item" 
href="https://groups.google.com/group/gremlin-users";><img src="img/mail.png" 
class="nav-icon"/>User Mailing List</a></li>
-                                <li><a class="dropdown-item" 
href="https://lists.apache.org/[email protected]";><img 
src="img/mail.png" class="nav-icon"/>Developer Mailing List</a></li>
-                                <li><a class="dropdown-item" 
href="https://issues.apache.org/jira/browse/TINKERPOP/";><img 
src="img/jira-logo.png" class="nav-icon"/>Issue Tracker</a></li>
-                                <li><a class="dropdown-item" 
href="https://github.com/apache/tinkerpop/";><img src="img/github-logo.png" 
class="nav-icon"/>GitHub</a></li>
-                                <li><a class="dropdown-item" 
href="https://www.twitch.tv/apachetinkerpop";><img src="img/twitch-logo.png" 
class="nav-icon"/>Twitch</a></li>
-                                <li><a class="dropdown-item" 
href="https://twitter.com/apachetinkerpop";><img src="img/twitter-logo.png" 
class="nav-icon"/>Twitter</a></li>
-                                <li><a class="dropdown-item" 
href="https://www.youtube.com/@apachetinkerpop";><img src="img/youtube-logo.png" 
class="nav-icon"/>YouTube</a></li>
+                                <li><a class="dropdown-item" 
href="https://discord.gg/tinkerpop"; target="_blank"><img 
src="img/discord-logo.png" class="nav-icon" alt="Discord logo"/>Discord</a></li>
+                                <li><a class="dropdown-item" 
href="https://www.answeroverflow.com/c/838910279550238720";><img 
src="img/answer-overflow-logo.png" class="nav-icon" alt="Answer Overflow 
logo"/>Answer Overflow</a></li>
+                                <li><a class="dropdown-item" 
href="https://stackoverflow.com/questions/tagged/gremlin";><img 
src="img/stack-overflow-logo.png" class="nav-icon" alt="Stack Overflow 
logo"/>Stack Overflow</a></li>
+                                <li><a class="dropdown-item" 
href="https://groups.google.com/group/gremlin-users";><img src="img/mail.png" 
class="nav-icon" alt="Email icon for user mailing list"/>User Mailing 
List</a></li>
+                                <li><a class="dropdown-item" 
href="https://lists.apache.org/[email protected]";><img 
src="img/mail.png" class="nav-icon" alt="Email icon for developer mailing 
list"/>Developer Mailing List</a></li>
+                                <li><a class="dropdown-item" 
href="https://issues.apache.org/jira/browse/TINKERPOP/";><img 
src="img/jira-logo.png" class="nav-icon" alt="JIRA issue tracker logo"/>Issue 
Tracker</a></li>
+                                <li><a class="dropdown-item" 
href="https://github.com/apache/tinkerpop/";><img src="img/github-logo.png" 
class="nav-icon" alt="GitHub logo"/>GitHub</a></li>
+                                <li><a class="dropdown-item" 
href="https://www.twitch.tv/apachetinkerpop";><img src="img/twitch-logo.png" 
class="nav-icon" alt="Twitch logo"/>Twitch</a></li>
+                                <li><a class="dropdown-item" 
href="https://twitter.com/apachetinkerpop";><img src="img/twitter-logo.png" 
class="nav-icon" alt="Twitter logo"/>Twitter</a></li>
+                                <li><a class="dropdown-item" 
href="https://www.youtube.com/@apachetinkerpop";><img src="img/youtube-logo.png" 
class="nav-icon" alt="YouTube logo"/>YouTube</a></li>
                                 <li><hr class="dropdown-divider"></li>
                                 <li><a  class="dropdown-item" 
href="https://tinkerpop.apache.org/docs/current/dev/developer/#_contributing";>Contributing</a></li>
                                 <li><a  class="dropdown-item" 
href="https://tinkerpop.apache.org/docs/current/dev/provider/#policies";>Policies</a></li>
@@ -189,7 +270,7 @@ limitations under the License.
                 <h1 class="ft-40 bold black mb-3">Apache TinkerPop™</h1>
                 <p>Apache TinkerPop™ is a graph computing framework for both 
graph databases (OLTP) and graph analytic
                     systems (OLAP).</p>
-                <a href="https://discord.gg/tinkerpop"; target="_blank"><img 
src="img/discord-button.png" alt="img"
+                <a href="https://discord.gg/tinkerpop"; target="_blank"><img 
src="img/discord-button.png" alt="Join the TinkerPop Discord Community"
                                                                              
class="img-fluid"></a>
             </div>
         </div>
@@ -199,7 +280,7 @@ limitations under the License.
 <div class="container">
     <div class="row">
         <div class="col-12 text-center">
-            <img src="img/tinkerpop-splash.png" class="img-fluid 
tinkerpop-splash" alt="img">
+            <img src="img/tinkerpop-splash.png" class="img-fluid 
tinkerpop-splash" alt="TinkerPop Character Splash">
         </div>
     </div>
 </div>
@@ -217,25 +298,25 @@ limitations under the License.
                             <h3 class="ft-25 bold black mb-6">TinkerPop 3.7.3 
Downloads</h3>
                             <div class="row">
                                 <div class="col-md-4 mb-3">
-                                    <img src="img/group-24.svg" 
class="img-fluid mb-2" alt="img"><br>
+                                    <img src="img/group-24.svg" 
class="img-fluid mb-2" alt="Gremlin Console icon"><br>
                                     <a class="text-blue"
                                        
href="https://www.apache.org/dyn/closer.lua/tinkerpop/3.7.3/apache-tinkerpop-gremlin-console-3.7.3-bin.zip";><img
-                                            src="img/download-cloud-line.svg" 
class="me-2 img-fluid" alt="img">Gremlin
+                                            src="img/download-cloud-line.svg" 
class="me-2 img-fluid" alt="Download icon">Gremlin
                                         Console</a>
                                 </div>
                                 <div class="col-md-4 mb-3">
-                                    <img src="img/group-25.svg" 
class="img-fluid mb-2" alt="img"><br>
+                                    <img src="img/group-25.svg" 
class="img-fluid mb-2" alt="Gremlin Server icon"><br>
                                     <a class="text-blue"
                                        
href="https://www.apache.org/dyn/closer.lua/tinkerpop/3.7.3/apache-tinkerpop-gremlin-server-3.7.3-bin.zip";><img
-                                            src="img/download-cloud-line.svg" 
class="me-2 img-fluid" alt="img">Gremlin
+                                            src="img/download-cloud-line.svg" 
class="me-2 img-fluid" alt="Download icon">Gremlin
                                         Server</a>
                                 </div>
                                 <div class="col-md-4 mb-3">
-                                    <img src="img/group-26.svg" 
class="img-fluid mb-2" alt="img"><br>
+                                    <img src="img/group-26.svg" 
class="img-fluid mb-2" alt="Source code icon"><br>
                                     <a class="text-blue"
                                        
href="https://www.apache.org/dyn/closer.lua/tinkerpop/3.7.3/apache-tinkerpop-3.7.3-src.zip";><img
                                             src="img/download-cloud-line.svg" 
class="me-2 img-fluid"
-                                            alt="img">Source</a>
+                                            alt="Download icon">Source</a>
                                 </div>
                             </div>
                         </div>
@@ -247,7 +328,7 @@ limitations under the License.
                                         <button class="btn btn-theme btn-cust 
w-100 dropdown-toggle text-start"
                                                 type="button" 
id="dropdownMenuButton1" data-bs-toggle="dropdown"
                                                 aria-expanded="false">
-                                            <img src="img/link.svg" 
class="img-fluid me-2" alt="img"> Documentation
+                                            <img src="img/link.svg" 
class="img-fluid me-2" alt="Link icon"> Documentation
                                         </button>
                                         <ul class="dropdown-menu w-100" 
aria-labelledby="dropdownMenuButton1">
                                             <li><a class="dropdown-item"
@@ -266,7 +347,7 @@ limitations under the License.
                                 </div>
                                 <div class="col-md-6 mb-3"><a class="btn 
btn-theme btn-cust w-100 text-start"
                                                               
href="https://tinkerpop.apache.org/javadocs/current/core/";><img
-                                        src="img/link.svg" class="img-fluid 
me-2" alt="img">Javadoc - Core</a>
+                                        src="img/link.svg" class="img-fluid 
me-2" alt="Link icon">Javadoc - Core</a>
                                 </div>
                                 <div class="col-md-6 mb-3">
                                     <a class="btn btn-theme btn-cust w-100 
text-start"
@@ -348,7 +429,7 @@ limitations under the License.
     <div class="container">
         <div class="row">
             <div class="col-lg-6 mb-4 mb-lg-0">
-                <img src="img/gremlin-logo.png" alt="img" class="img-fluid">
+                <img src="img/gremlin-logo.png" alt="Gremlin Graph Query 
Language Logo" class="img-fluid">
             </div>
             <div class="col-lg-6 ">
                 <h2 class="ft-30 bold text-white mb-3">Gremlin Query 
Language</h2>
@@ -460,7 +541,7 @@ 
g.V().has("name","gremlin").out("bought").aggregate("stash").
                     </div>
                 </div>
                 <a class="btn btn-theme btn-cust" href="gremlin.html"><img 
src="img/link.svg" class="img-fluid me-2"
-                                                                           
alt="img">Learn More</a>
+                                                                           
alt="img">Explore Gremlin Graph Query Language</a>
             </div>
         </div>
     </div>
@@ -472,16 +553,16 @@ 
g.V().has("name","gremlin").out("bought").aggregate("stash").
         <div class="row d-flex">
 
             <div class="col-lg-12">
-                <img src="img/tinkerpopfuture-home.png" class="img-fluid 
w-100" alt="img">
+                <img src="img/tinkerpopfuture-home.png" class="img-fluid 
w-100" alt="TinkerPop Banner">
             </div>
         </div>
     </div>
 </div>
 <div class="sec-pad pt-0">
     <div class="container">
-        <div class="row d-flex">
+                <div class="row d-flex">
             <div class="col-lg-6 mb-4 mb-lg-0">
-                <h2 class="ft-30 bold black mb-3 ">Benefits & Use Cases</h2>
+                            <h2 class="ft-30 bold black mb-3 mt-4">Benefits & 
Use Cases</h2>
                 <p class="mb-3">A graph is a structure composed of vertices 
and edges. Both vertices and edges can have
                     an arbitrary number of key/value-pairs called properties. 
Vertices denote discrete objects such as a
                     person, a place, or an event. Edges denote relationships 
between vertices. For instance, a person
@@ -492,7 +573,7 @@ 
g.V().has("name","gremlin").out("bought").aggregate("stash").
                     a graph, each vertex is seen as an atomic entity (not 
simply a "row in a table") that can be linked
                     to any other vertex or have properties added or removed at 
will.</p>
 
-                <a href="benefits-use-cases.html" class="text-blue 
ft-17"><u>Learn More</u></a>
+                <a href="benefits-use-cases.html" class="text-blue 
ft-17"><u>Explore Graph Database Benefits & Use Cases</u></a>
             </div>
             <div class="col-lg-6  ">
                 <h2 class="ft-30 bold black mb-3">How to use TinkerPop</h2>
@@ -502,7 +583,7 @@ 
g.V().has("name","gremlin").out("bought").aggregate("stash").
                         <p class="mb-2 text-blue bold">Database Support</p>
                         <p class="mb-2">TinkerPop is widely supported by more 
than two dozen commercial and open source
                             graph databases</p>
-                        <a href="providers.html" class="text-blue 
ft-17"><u>Learn More</u></a>
+                        <a href="providers.html" class="text-blue 
ft-17"><u>Explore Graph Database Providers</u></a>
                     </div>
                 </div>
 
@@ -514,7 +595,7 @@ 
g.V().has("name","gremlin").out("bought").aggregate("stash").
                             NodeJS with additional drivers provided through 
community contributions</p>
                         <p class="mb-2">There is a wide array of third-party 
managed tools and applications that are
                             TinkerPop-compatible</p>
-                        <a href="community.html" class="text-blue 
ft-17"><u>Learn More</u></a>
+                        <a href="community.html" class="text-blue 
ft-17"><u>Explore Graph Programming Languages & Tools</u></a>
                     </div>
                 </div>
             </div>
@@ -1001,7 +1082,7 @@ 
g.V().has("name","gremlin").out("bought").aggregate("stash").
                 <div class="ju-box">
                     <h2 class="ft-40 text-blue bold">Join Us</h2>
                     <p class="bold">Join us on our Discord Server</p>
-                    <a href="https://discord.gg/tinkerpop";><img 
src="img/tpvewx.png" class="img-fluid mt-3" alt="img"></a>
+                            <a href="https://discord.gg/tinkerpop";><img 
src="img/tpvewx.png" class="img-fluid mt-3" alt="Discord logo"></a>
                 </div>
             </div>
         </div>
@@ -1017,11 +1098,11 @@ 
g.V().has("name","gremlin").out("bought").aggregate("stash").
                     <div class="bold ft-25">Apache TinkerPop™</div>
                     <p class="mt-2 mb-4">Apache TinkerPop™ is a graph 
computing framework for both graph databases (OLTP) and graph analytic systems 
(OLAP).</p>
                     <ul class="list-unstyled list-inline hover-op-low">
-                        <li class="list-inline-item"><a 
href="https://discord.gg/tinkerpop";><img src="img/social/discord.svg" 
class="img-fluid" alt="img"></a></li>
-                        <li class="list-inline-item"><a 
href="https://github.com/apache/tinkerpop";><img src="img/social/github-box.svg" 
class="img-fluid" alt="img"></a></li>
-                        <li class="list-inline-item"><a 
href="https://www.twitch.tv/apachetinkerpop";><img src="img/social/twitch.png" 
class="img-fluid" alt="img"></a></li>
-                        <li class="list-inline-item"><a 
href="https://twitter.com/apachetinkerpop";><img 
src="img/social/twitter-square.svg" class="img-fluid" alt="img"></a></li>
-                        <li class="list-inline-item"><a 
href="https://www.youtube.com/@apachetinkerpop";><img 
src="img/social/youtube.png" class="img-fluid" alt="img"></a></li>
+                        <li class="list-inline-item"><a 
href="https://discord.gg/tinkerpop";><img src="img/social/discord.svg" 
class="img-fluid" alt="TinkerPop Discord"></a></li>
+                        <li class="list-inline-item"><a 
href="https://github.com/apache/tinkerpop";><img src="img/social/github-box.svg" 
class="img-fluid" alt="TinkerPop GitHub"></a></li>
+                        <li class="list-inline-item"><a 
href="https://www.twitch.tv/apachetinkerpop";><img src="img/social/twitch.png" 
class="img-fluid" alt="TinkerPop Twitch"></a></li>
+                        <li class="list-inline-item"><a 
href="https://twitter.com/apachetinkerpop";><img 
src="img/social/twitter-square.svg" class="img-fluid" alt="TinkerPop 
Twitter"></a></li>
+                        <li class="list-inline-item"><a 
href="https://www.youtube.com/@apachetinkerpop";><img 
src="img/social/youtube.png" class="img-fluid" alt="TinkerPop YouTube"></a></li>
                     </ul>
                 </div>
                 <div class="col-md-4 ft-links">
@@ -1070,4 +1151,3 @@ 
g.V().has("name","gremlin").out("bought").aggregate("stash").
 <script src="js/prism.js"></script>
 </body>
 </html>
-
diff --git a/docs/site/home/providers.html b/docs/site/home/providers.html
index c0e4addc51..dc10325bdf 100644
--- a/docs/site/home/providers.html
+++ b/docs/site/home/providers.html
@@ -18,10 +18,26 @@ limitations under the License.
     <meta charset=utf-8>
     <meta http-equiv="X-UA-Compatible" content="IE=edge">
     <meta name="viewport" content="width=device-width, initial-scale=1, 
shrink-to-fit=no">
+    <meta name="robots" content="index, follow">
     <link href="img/favicon.png" rel="shortcut icon"/>
-    <title>Apache TinkerPop: Providers</title>
-    <meta name="description" content="">
-    <meta name="keywords" content="">
+    <title>Graph Database Providers &amp; Systems | Apache TinkerPop</title>
+    <meta name="description" content="TinkerPop-enabled graph databases and 
analytics tools from leading providers. Find the right graph system for your 
application needs.">
+    <meta name="keywords" content="graph providers, database systems, 
TinkerPop, analytics">
+    <link rel="canonical" href="https://tinkerpop.apache.org/providers.html";>
+    
+    <!-- Open Graph / Facebook -->
+    <meta property="og:type" content="website">
+    <meta property="og:url" 
content="https://tinkerpop.apache.org/providers.html";>
+    <meta property="og:title" content="Graph Database Providers &amp; Systems 
| Apache TinkerPop">
+    <meta property="og:description" content="TinkerPop-enabled graph databases 
and analytics tools from leading providers. Find the right graph system for 
your application needs.">
+    <meta property="og:image" 
content="https://tinkerpop.apache.org/img/providers/providers.png";>
+
+    <!-- Twitter -->
+    <meta name="twitter:card" content="summary_large_image">
+    <meta name="twitter:site" content="@apachetinkerpop">
+    <meta name="twitter:title" content="Graph Database Providers &amp; Systems 
| Apache TinkerPop">
+    <meta name="twitter:description" content="TinkerPop-enabled graph 
databases and analytics tools from leading providers. Find the right graph 
system for your application needs.">
+    <meta name="twitter:image" 
content="https://tinkerpop.apache.org/img/providers/providers.png";>
     <link href="css/bootstrap.min.css" rel="stylesheet">
     <link href="css/font-awesome.css" rel="stylesheet"/>
     <link href="css/custome.css" rel="stylesheet">
@@ -44,6 +60,138 @@ limitations under the License.
         })();
     </script>
     <!-- End Matomo Code -->
+    
+    <!-- Structured Data / JSON-LD -->
+    <script type="application/ld+json">
+    {
+      "@context": "https://schema.org";,
+      "@graph": [
+        {
+          "@type": "Organization",
+          "@id": "https://tinkerpop.apache.org/#organization";,
+          "name": "Apache TinkerPop",
+          "url": "https://tinkerpop.apache.org/";,
+          "logo": {
+            "@type": "ImageObject",
+            "url": "https://tinkerpop.apache.org/img/logo.png";,
+            "width": 280,
+            "height": 60
+          },
+          "description": "Apache TinkerPop is a graph computing framework for 
both graph databases (OLTP) and graph analytic systems (OLAP)."
+        },
+        {
+          "@type": "WebSite",
+          "@id": "https://tinkerpop.apache.org/#website";,
+          "url": "https://tinkerpop.apache.org/";,
+          "name": "Apache TinkerPop",
+          "publisher": {
+            "@id": "https://tinkerpop.apache.org/#organization";
+          }
+        },
+        {
+          "@type": "WebPage",
+          "@id": "https://tinkerpop.apache.org/providers.html#webpage";,
+          "url": "https://tinkerpop.apache.org/providers.html";,
+          "name": "Graph Database Providers & Systems | Apache TinkerPop",
+          "isPartOf": {
+            "@id": "https://tinkerpop.apache.org/#website";
+          },
+          "about": {
+            "@id": "https://tinkerpop.apache.org/#organization";
+          },
+          "description": "Discover TinkerPop-enabled graph databases, 
processors, and analytics tools from leading providers. Find the right graph 
database system for your application needs and use cases."
+        },
+        {
+          "@type": "ItemList",
+          "@id": "https://tinkerpop.apache.org/providers.html#itemlist";,
+          "itemListElement": [
+            {
+              "@type": "ListItem",
+              "position": 1,
+              "name": "Aerospike Graph",
+              "url": "https://aerospike.com/products/graph-database/";
+            },
+            {
+              "@type": "ListItem",
+              "position": 2,
+              "name": "Alibaba Graph Database",
+              "url": "https://cn.aliyun.com/product/gdb";
+            },
+            {
+              "@type": "ListItem",
+              "position": 3,
+              "name": "Amazon Neptune",
+              "url": "https://aws.amazon.com/neptune/";
+            }
+          ]
+        },
+        {
+          "@type": "BreadcrumbList",
+          "@id": "https://tinkerpop.apache.org/providers.html#breadcrumblist";,
+          "itemListElement": [
+            {
+              "@type": "ListItem",
+              "position": 1,
+              "item": {
+                "@type": "WebPage",
+                "@id": "https://tinkerpop.apache.org/";,
+                "url": "https://tinkerpop.apache.org/";,
+                "name": "Home"
+              }
+            },
+            {
+              "@type": "ListItem",
+              "position": 2,
+              "item": {
+                "@type": "WebPage",
+                "@id": "https://tinkerpop.apache.org/providers.html";,
+                "url": "https://tinkerpop.apache.org/providers.html";,
+                "name": "Graph Database Providers"
+              }
+            }
+          ]
+        },
+        {
+          "@type": "FAQPage",
+          "@id": "https://tinkerpop.apache.org/providers.html#faqpage";,
+          "mainEntity": [
+            {
+              "@type": "Question",
+              "name": "What is a TinkerPop-enabled graph system?",
+              "acceptedAnswer": {
+                "@type": "Answer",
+                "text": "A TinkerPop-enabled graph system is a graph database, 
processor, or analytics tool that implements the Apache TinkerPop interfaces, 
allowing users to query the system using the Gremlin query language and 
leverage the full TinkerPop stack regardless of the underlying graph database."
+              }
+            },
+            {
+              "@type": "Question",
+              "name": "How can I get my graph system listed on the TinkerPop 
providers page?",
+              "acceptedAnswer": {
+                "@type": "Answer",
+                "text": "To get your graph system listed, you need to follow 
Apache TinkerPop's provider listing policy which includes implementing the 
required TinkerPop interfaces, passing compatibility tests, and submitting your 
request through the appropriate channels. See the provider documentation for 
details."
+              }
+            },
+            {
+              "@type": "Question",
+              "name": "What types of graph systems are supported by 
TinkerPop?",
+              "acceptedAnswer": {
+                "@type": "Answer",
+                "text": "TinkerPop supports both OLTP (Online Transaction 
Processing) graph databases for real-time queries and OLAP (Online Analytical 
Processing) graph processors for batch analytics. Many systems support both 
approaches."
+              }
+            },
+            {
+              "@type": "Question",
+              "name": "What are the benefits of using a TinkerPop-enabled 
graph database?",
+              "acceptedAnswer": {
+                "@type": "Answer",
+                "text": "Using a TinkerPop-enabled graph database provides 
application portability across different graph systems, access to the Gremlin 
query language, and the ability to leverage a common ecosystem of tools, 
libraries, and knowledge regardless of which specific graph database you 
choose."
+              }
+            }
+          ]
+        }
+      ]
+    }
+    </script>
 </head>
 <body>
 <!-- header -->
@@ -52,7 +200,7 @@ limitations under the License.
         <nav class="navbar navbar-expand-lg  ">
             <div class="container-fluid">
                 <a class="navbar-brand" href="index.html">
-                    <img src="img/logo.png" class="img-fluid" alt="img">
+                    <img src="img/logo.png" class="img-fluid" alt="Apache 
TinkerPop Graph Computing Framework Logo">
                 </a>
                 <button class="navbar-toggler" type="button" 
data-bs-toggle="collapse"
                         data-bs-target="#navbarSupportedContent" 
aria-controls="navbarSupportedContent"
@@ -181,7 +329,7 @@ limitations under the License.
 
 <!-- hero -->
 <div class="container hero-inner">
-    <img src="img/providers/bg.png" class="img-fluid w-100" alt="img">
+    <img src="img/providers/bg.png" class="img-fluid w-100" alt="Graph 
Database Providers Header Banner">
 </div>
 
 <!-- Content -->
@@ -194,7 +342,7 @@ limitations under the License.
         </div>
         <div class="row d-flex align-items-center">
             <div class="col-lg-6 mb-4 md-lg-0">
-                <img src="img/providers/providers.png" class="img-fluid w-100" 
alt="img">
+                <img src="img/providers/providers.png" class="img-fluid w-100" 
alt="TinkerPop-enabled Graph Database Provider Ecosystem Illustration">
             </div>
             <div class="col-lg-6 ">
                 <div class="use-case-page-pl-3">
@@ -206,8 +354,8 @@ limitations under the License.
                         computing features. The other type of provider are 
language designers that have a (graph) query
                         language they wish to have execute on the Gremlin 
traversal machine and thus, against any
                         TinkerPop-enabled graph system.</p>
-                    <a 
href="https://tinkerpop.apache.org/docs/current/dev/provider/"; class="text-blue 
"><u>Learn
-                        More</u></a>
+                    <a 
href="https://tinkerpop.apache.org/docs/current/dev/provider/"; class="text-blue 
"><u>Provider
+                        Documentation & Guidelines</u></a>
                 </div>
             </div>
         </div>
@@ -230,7 +378,7 @@ limitations under the License.
             <div class="col-md-6 col-lg-4">
                 <div class="uc-box">
                     <div class="d-flex align-items-start">
-                        <img src="img/providers/25.png " class="img-fluid 
mb-3" alt="img">
+                        <img src="img/providers/25.png " class="img-fluid 
mb-3" alt="Aerospike Graph Logo">
                         <div class="text-start ms-3">
                             <a class="ft-18 bold text-blue" 
href="https://aerospike.com/products/graph-database/";>Aerospike Graph</a>
                             <p class="mb-0 mt-2">A massively scalable, 
high-performance graph database for the property graph model</p>
@@ -242,7 +390,7 @@ limitations under the License.
             <div class="col-md-6 col-lg-4">
                 <div class="uc-box">
                     <div class="d-flex align-items-start">
-                        <img src="img/providers/1.png " class="img-fluid mb-3" 
alt="img">
+                        <img src="img/providers/1.png " class="img-fluid mb-3" 
alt="Alibaba Graph Database Logo">
                         <div class="text-start ms-3">
                             <a class="ft-18 bold text-blue" 
href="https://cn.aliyun.com/product/gdb";>Alibaba Graph Database</a>
                             <p class="mb-0 mt-2">A real-time, reliable, 
cloud-native graph database service that
@@ -255,7 +403,7 @@ limitations under the License.
             <div class="col-md-6 col-lg-4">
                 <div class="uc-box">
                     <div class="d-flex align-items-start">
-                        <img src="img/providers/2.png " class="img-fluid mb-3" 
alt="img">
+                        <img src="img/providers/2.png " class="img-fluid mb-3" 
alt="Amazon Neptune Logo">
                         <div class="text-start ms-3">
                             <a class="ft-18 bold text-blue" 
href="https://aws.amazon.com/neptune/";>Amazon Neptune</a>
                             <p class="mb-0 mt-2">Fully-managed graph database 
service.</p>
@@ -558,7 +706,7 @@ limitations under the License.
                 <div class="ju-box">
                     <h2 class="ft-40 text-blue bold">Join Us</h2>
                     <p class="bold">Join us on our Discord Server</p>
-                    <a href="https://discord.gg/tinkerpop";><img 
src="img/tpvewx.png" class="img-fluid mt-3" alt="img"></a>
+                    <a href="https://discord.gg/tinkerpop";><img 
src="img/tpvewx.png" class="img-fluid mt-3" alt="TinkerPop Discord QR code and 
invitation"></a>
                 </div>
             </div>
         </div>
@@ -574,11 +722,11 @@ limitations under the License.
                     <div class="bold ft-25">Apache TinkerPop™</div>
                     <p class="mt-2 mb-4">Apache TinkerPop™ is a graph 
computing framework for both graph databases (OLTP) and graph analytic systems 
(OLAP).</p>
                     <ul class="list-unstyled list-inline hover-op-low">
-                        <li class="list-inline-item"><a 
href="https://discord.gg/tinkerpop";><img src="img/social/discord.svg" 
class="img-fluid" alt="img"></a></li>
-                        <li class="list-inline-item"><a 
href="https://github.com/apache/tinkerpop";><img src="img/social/github-box.svg" 
class="img-fluid" alt="img"></a></li>
-                        <li class="list-inline-item"><a 
href="https://www.twitch.tv/apachetinkerpop";><img src="img/social/twitch.png" 
class="img-fluid" alt="img"></a></li>
-                        <li class="list-inline-item"><a 
href="https://twitter.com/apachetinkerpop";><img 
src="img/social/twitter-square.svg" class="img-fluid" alt="img"></a></li>
-                        <li class="list-inline-item"><a 
href="https://www.youtube.com/@apachetinkerpop";><img 
src="img/social/youtube.png" class="img-fluid" alt="img"></a></li>
+                        <li class="list-inline-item"><a 
href="https://discord.gg/tinkerpop";><img src="img/social/discord.svg" 
class="img-fluid" alt="TinkerPop Discord"></a></li>
+                        <li class="list-inline-item"><a 
href="https://github.com/apache/tinkerpop";><img src="img/social/github-box.svg" 
class="img-fluid" alt="TinkerPop GitHub"></a></li>
+                        <li class="list-inline-item"><a 
href="https://www.twitch.tv/apachetinkerpop";><img src="img/social/twitch.png" 
class="img-fluid" alt="TinkerPop Twitch"></a></li>
+                        <li class="list-inline-item"><a 
href="https://twitter.com/apachetinkerpop";><img 
src="img/social/twitter-square.svg" class="img-fluid" alt="TinkerPop 
Twitter"></a></li>
+                        <li class="list-inline-item"><a 
href="https://www.youtube.com/@apachetinkerpop";><img 
src="img/social/youtube.png" class="img-fluid" alt="TinkerPop YouTube"></a></li>
                     </ul>
                 </div>
                 <div class="col-md-4 ft-links">
diff --git a/docs/site/robots.txt b/docs/site/robots.txt
new file mode 100644
index 0000000000..7359e0a6e9
--- /dev/null
+++ b/docs/site/robots.txt
@@ -0,0 +1,6 @@
+User-agent: *
+Allow: /
+Disallow: /staging/
+
+# Sitemap reference
+Sitemap: https://tinkerpop.apache.org/sitemap.xml
diff --git a/docs/site/sitemap.xml b/docs/site/sitemap.xml
new file mode 100644
index 0000000000..bfcfbcdf6f
--- /dev/null
+++ b/docs/site/sitemap.xml
@@ -0,0 +1,39 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9";>
+  <url>
+    <loc>https://tinkerpop.apache.org/</loc>
+    <lastmod>2025-05-07</lastmod>
+    <priority>1.0</priority>
+    <changefreq>monthly</changefreq>
+  </url>
+  <url>
+    <loc>https://tinkerpop.apache.org/gremlin.html</loc>
+    <lastmod>2025-05-07</lastmod>
+    <priority>0.9</priority>
+    <changefreq>yearly</changefreq>
+  </url>
+  <url>
+    <loc>https://tinkerpop.apache.org/providers.html</loc>
+    <lastmod>2025-05-07</lastmod>
+    <priority>0.8</priority>
+    <changefreq>yearly</changefreq>
+  </url>
+  <url>
+    <loc>https://tinkerpop.apache.org/benefits-use-cases.html</loc>
+    <lastmod>2025-05-07</lastmod>
+    <priority>0.8</priority>
+    <changefreq>yearly</changefreq>
+  </url>
+  <url>
+    <loc>https://tinkerpop.apache.org/community.html</loc>
+    <lastmod>2025-05-07</lastmod>
+    <priority>0.7</priority>
+    <changefreq>monthly</changefreq>
+  </url>
+  <url>
+    <loc>https://tinkerpop.apache.org/download.html</loc>
+    <lastmod>2025-05-07</lastmod>
+    <priority>0.9</priority>
+    <changefreq>monthly</changefreq>
+  </url>
+</urlset>
diff --git a/pom.xml b/pom.xml
index 12458739aa..3a329a42ba 100644
--- a/pom.xml
+++ b/pom.xml
@@ -478,6 +478,8 @@ limitations under the License.
                         <exclude>docs/original/**</exclude>
                         <exclude>docs/site/home/css/**</exclude>
                         <exclude>docs/site/home/js/**</exclude>
+                        <exclude>docs/site/robots.txt</exclude>
+                        <exclude>docs/site/sitemap.xml</exclude>
                         <exclude>docs/gremlint/build/**</exclude>
                         <exclude>docs/gremlint/public/CNAME</exclude>
                         <exclude>gremlin-console/bin/gremlin.sh</exclude>

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