diff --git a/plugins/gatsby-source-snooty-prod/gatsby-node.js b/plugins/gatsby-source-snooty-prod/gatsby-node.js
index 34344ec97..cba7efee3 100644
--- a/plugins/gatsby-source-snooty-prod/gatsby-node.js
+++ b/plugins/gatsby-source-snooty-prod/gatsby-node.js
@@ -160,6 +160,7 @@ exports.sourceNodes = async ({ actions, createContentDigest, createNodeId, getNo
         id: key,
         page_id: key,
         ast: doc.ast,
+        facets: doc.facets,
         internal: {
           type: 'Page',
           contentDigest: createContentDigest(doc),
@@ -379,6 +380,7 @@ exports.createSchemaCustomization = ({ actions }) => {
       branch: String
       pagePath: String
       ast: JSON!
+      facets: [JSON]
       metadata: SnootyMetadata @link
       componentNames: [String!]
     }
diff --git a/src/components/Breadcrumbs/BreadcrumbContainer.js b/src/components/Breadcrumbs/BreadcrumbContainer.js
index 68e67936e..8ded22a2e 100644
--- a/src/components/Breadcrumbs/BreadcrumbContainer.js
+++ b/src/components/Breadcrumbs/BreadcrumbContainer.js
@@ -86,7 +86,7 @@ const crumbObjectShape = {
 };
 
 BreadcrumbContainer.propTypes = {
-  breadcrumbs: PropTypes.shape(crumbObjectShape).isRequired,
+  breadcrumbs: PropTypes.arrayOf(PropTypes.shape(crumbObjectShape)).isRequired,
 };
 
 export default BreadcrumbContainer;
diff --git a/src/components/Code/Code.js b/src/components/Code/Code.js
index e5d5a080f..081955720 100644
--- a/src/components/Code/Code.js
+++ b/src/components/Code/Code.js
@@ -1,5 +1,5 @@
 import { css } from '@emotion/react';
-import React, { useCallback, useContext } from 'react';
+import React, { useCallback, useContext, useMemo } from 'react';
 import PropTypes from 'prop-types';
 import styled from '@emotion/styled';
 import { default as CodeBlock } from '@leafygreen-ui/code';
@@ -12,6 +12,8 @@ import { TabContext } from '../Tabs/tab-context';
 import { reportAnalytics } from '../../utils/report-analytics';
 import { getLanguage } from '../../utils/get-language';
 import { DRIVER_ICON_MAP } from '../icons/DriverIconMap';
+import { SoftwareSourceCodeSd } from '../../utils/structured-data';
+import { usePageContext } from '../../context/page-context';
 import { baseCodeStyle, borderCodeStyle, lgStyles } from './styles/codeStyle';
 import { CodeContext } from './code-context';
 
@@ -41,6 +43,7 @@ const Code = ({
   const { setActiveTab } = useContext(TabContext);
   const { languageOptions, codeBlockLanguage } = useContext(CodeContext);
   const { darkMode } = useDarkMode();
+  const { slug } = usePageContext();
   const code = value;
   let language = (languageOptions?.length > 0 && codeBlockLanguage) || getLanguage(lang);
 
@@ -85,77 +88,92 @@ const Code = ({
     reportAnalytics('CodeblockCopied', { code });
   }, [code]);
 
+  const softwareSourceCodeSd = useMemo(() => {
+    const sd = new SoftwareSourceCodeSd({ code, lang, slug });
+    return sd.isValid() ? sd.toString() : undefined;
+  }, [code, lang, slug]);
+
   return (
-    <div
-      css={css`
-        ${baseCodeStyle}
-
-        // Remove whitespace when copyable false
-        > div > div {
-          display: grid;
-          grid-template-columns: ${!copyable && (languageOptions?.length === 0 || language === 'none')
-            ? 'auto 0px !important'
-            : 'code panel'};
-        }
-
-        > div {
-          border-top-left-radius: ${captionBorderRadius};
-          border-top-right-radius: ${captionBorderRadius};
-          display: grid;
-          border-color: ${palette.gray.light2};
-
-          .dark-theme & {
-            border-color: ${palette.gray.dark2};
+    <>
+      {softwareSourceCodeSd && (
+        <script
+          type="application/ld+json"
+          dangerouslySetInnerHTML={{
+            __html: softwareSourceCodeSd,
+          }}
+        />
+      )}
+      <div
+        css={css`
+          ${baseCodeStyle}
+
+          // Remove whitespace when copyable false
+          > div > div {
+            display: grid;
+            grid-template-columns: ${!copyable && (languageOptions?.length === 0 || language === 'none')
+              ? 'auto 0px !important'
+              : 'code panel'};
           }
-        }
 
-        pre {
-          background-color: ${palette.gray.light3};
-          color: ${palette.black};
+          > div {
+            border-top-left-radius: ${captionBorderRadius};
+            border-top-right-radius: ${captionBorderRadius};
+            display: grid;
+            border-color: ${palette.gray.light2};
 
-          .dark-theme & {
-            background-color: ${palette.black};
-            color: ${palette.gray.light3};
+            .dark-theme & {
+              border-color: ${palette.gray.dark2};
+            }
           }
-        }
 
-        [data-testid='leafygreen-code-panel'] {
-          background-color: ${palette.white};
-          border-color: ${palette.gray.light2};
+          pre {
+            background-color: ${palette.gray.light3};
+            color: ${palette.black};
 
-          .dark-theme & {
-            background-color: ${palette.gray.dark2};
-            border-color: ${palette.gray.dark2};
+            .dark-theme & {
+              background-color: ${palette.black};
+              color: ${palette.gray.light3};
+            }
           }
-        }
-
-        ${lgStyles}
-      `}
-    >
-      {captionSpecified && (
-        <div>
-          <CaptionContainer style={{ '--border-color': darkMode ? palette.gray.dark2 : palette.gray.light2 }}>
-            <Caption style={{ '--color': darkMode ? palette.gray.light2 : palette.gray.dark1 }}>{caption}</Caption>
-          </CaptionContainer>
-        </div>
-      )}
-      <CodeBlock
-        copyable={copyable}
-        highlightLines={emphasizeLines}
-        language={language}
-        languageOptions={languageOptions}
-        onChange={(selectedOption) => {
-          setActiveTab({ drivers: selectedOption.id });
-        }}
-        onCopy={reportCodeCopied}
-        showLineNumbers={linenos}
-        showCustomActionButtons={sourceSpecified}
-        customActionButtons={customActionButtonList}
-        lineNumberStart={lineno_start}
+
+          [data-testid='leafygreen-code-panel'] {
+            background-color: ${palette.white};
+            border-color: ${palette.gray.light2};
+
+            .dark-theme & {
+              background-color: ${palette.gray.dark2};
+              border-color: ${palette.gray.dark2};
+            }
+          }
+
+          ${lgStyles}
+        `}
       >
-        {code}
-      </CodeBlock>
-    </div>
+        {captionSpecified && (
+          <div>
+            <CaptionContainer style={{ '--border-color': darkMode ? palette.gray.dark2 : palette.gray.light2 }}>
+              <Caption style={{ '--color': darkMode ? palette.gray.light2 : palette.gray.dark1 }}>{caption}</Caption>
+            </CaptionContainer>
+          </div>
+        )}
+        <CodeBlock
+          copyable={copyable}
+          highlightLines={emphasizeLines}
+          language={language}
+          languageOptions={languageOptions}
+          onChange={(selectedOption) => {
+            setActiveTab({ drivers: selectedOption.id });
+          }}
+          onCopy={reportCodeCopied}
+          showLineNumbers={linenos}
+          showCustomActionButtons={sourceSpecified}
+          customActionButtons={customActionButtonList}
+          lineNumberStart={lineno_start}
+        >
+          {code}
+        </CodeBlock>
+      </div>
+    </>
   );
 };
 
diff --git a/src/components/Code/CodeIO.js b/src/components/Code/CodeIO.js
index bada950aa..ae627b3e5 100644
--- a/src/components/Code/CodeIO.js
+++ b/src/components/Code/CodeIO.js
@@ -17,6 +17,10 @@ const outputButtonStyling = LeafyCss`
   margin: 8px;
 `;
 
+const outputContainerStyle = (showOutput) => LeafyCss`
+  ${!showOutput && 'display: none;'}
+`;
+
 const CodeIO = ({ nodeData: { children }, ...rest }) => {
   const { darkMode } = useDarkMode();
   const needsIOToggle = children.length === 2;
@@ -32,12 +36,8 @@ const CodeIO = ({ nodeData: { children }, ...rest }) => {
   const outputBorderRadius = !showOutput ? '12px' : '0px';
   const singleInputBorderRadius = onlyInputSpecified ? '12px' : '0px';
 
-  const handleClick = (e) => {
-    if (showOutput) {
-      setShowOutput(false);
-    } else {
-      setShowOutput(true);
-    }
+  const handleClick = () => {
+    setShowOutput((val) => !val);
   };
 
   if (children.length === 0) {
@@ -77,7 +77,9 @@ const CodeIO = ({ nodeData: { children }, ...rest }) => {
               {buttonText}
             </Button>
           </IOToggle>
-          {showOutput && <Output nodeData={children[1]} />}
+          <div className={outputContainerStyle(showOutput)}>
+            <Output nodeData={children[1]} />
+          </div>
         </>
       )}
       {onlyInputSpecified && <Input nodeData={children[0]} />}
diff --git a/src/components/Code/Output.js b/src/components/Code/Output.js
index dbdb2f9b2..3b93509c9 100644
--- a/src/components/Code/Output.js
+++ b/src/components/Code/Output.js
@@ -1,10 +1,12 @@
-import React from 'react';
+import React, { useMemo } from 'react';
 import styled from '@emotion/styled';
 import PropTypes from 'prop-types';
 import { default as CodeBlock } from '@leafygreen-ui/code';
 import { useDarkMode } from '@leafygreen-ui/leafygreen-provider';
 import { palette } from '@leafygreen-ui/palette';
 import { getLanguage } from '../../utils/get-language';
+import { SoftwareSourceCodeSd } from '../../utils/structured-data';
+import { usePageContext } from '../../context/page-context';
 
 const OutputContainer = styled.div`
   > div > * {
@@ -27,36 +29,51 @@ const OutputContainer = styled.div`
   }
 `;
 
-const Output = ({ nodeData: { children }, ...rest }) => {
+const Output = ({ nodeData: { children } }) => {
   const { darkMode } = useDarkMode();
   const { emphasize_lines, value, linenos, lang, lineno_start } = children[0];
   const language = getLanguage(lang);
+  const { slug } = usePageContext();
+  const softwareSourceCodeSd = useMemo(() => {
+    const sd = new SoftwareSourceCodeSd({ code: value, lang, slug });
+    return sd.isValid() ? sd.toString() : undefined;
+  }, [value, lang, slug]);
 
   return (
-    <OutputContainer
-      style={
-        darkMode
-          ? {
-              '--code-container-border': 'none',
-              '--code-pre-border': `1px solid ${palette.gray.dark2}`,
-            }
-          : {
-              '--code-container-border': 'initial',
-              '--code-pre-border': `none`,
-            }
-      }
-    >
-      <CodeBlock
-        highlightLines={emphasize_lines}
-        language={language}
-        showLineNumbers={linenos}
-        darkMode={true}
-        copyable={false}
-        lineNumberStart={lineno_start}
+    <>
+      {softwareSourceCodeSd && (
+        <script
+          type="application/ld+json"
+          dangerouslySetInnerHTML={{
+            __html: softwareSourceCodeSd,
+          }}
+        />
+      )}
+      <OutputContainer
+        style={
+          darkMode
+            ? {
+                '--code-container-border': 'none',
+                '--code-pre-border': `1px solid ${palette.gray.dark2}`,
+              }
+            : {
+                '--code-container-border': 'initial',
+                '--code-pre-border': `none`,
+              }
+        }
       >
-        {value}
-      </CodeBlock>
-    </OutputContainer>
+        <CodeBlock
+          highlightLines={emphasize_lines}
+          language={language}
+          showLineNumbers={linenos}
+          darkMode={true}
+          copyable={false}
+          lineNumberStart={lineno_start}
+        >
+          {value}
+        </CodeBlock>
+      </OutputContainer>
+    </>
   );
 };
 
diff --git a/src/components/Collapsible/index.js b/src/components/Collapsible/index.js
index d77e83e4c..ea9b7cf71 100644
--- a/src/components/Collapsible/index.js
+++ b/src/components/Collapsible/index.js
@@ -6,6 +6,7 @@ import Icon from '@leafygreen-ui/icon';
 import IconButton from '@leafygreen-ui/icon-button';
 import { cx } from '@leafygreen-ui/emotion';
 import { Body } from '@leafygreen-ui/typography';
+import { HeadingContextProvider } from '../../context/heading-context';
 import { findAllNestedAttribute } from '../../utils/find-all-nested-attribute';
 import { isBrowser } from '../../utils/is-browser';
 import { reportAnalytics } from '../../utils/report-analytics';
@@ -65,25 +66,27 @@ const Collapsible = ({ nodeData: { children, options }, sectionDepth, ...rest })
   }, [childrenHashIds, hash, open]);
 
   return (
-    <Box className={cx('collapsible', collapsibleStyle)}>
-      <Box className={cx(headerContainerStyle)}>
-        <Box>
-          {/* Adding 1 to reflect logic in parser, but want to show up as H2 for SEO reasons */}
-          <Heading className={cx(headerStyle)} sectionDepth={sectionDepth + 1} as={2} nodeData={headingNodeData}>
-            {heading}
-          </Heading>
-          <Body baseFontSize={13}>{subHeading}</Body>
+    <HeadingContextProvider ignoreNextHeading={true} heading={heading}>
+      <Box className={cx('collapsible', collapsibleStyle)}>
+        <Box className={cx(headerContainerStyle)}>
+          <Box>
+            {/* Adding 1 to reflect logic in parser, but want to show up as H2 for SEO reasons */}
+            <Heading className={cx(headerStyle)} sectionDepth={sectionDepth + 1} as={2} nodeData={headingNodeData}>
+              {heading}
+            </Heading>
+            <Body baseFontSize={13}>{subHeading}</Body>
+          </Box>
+          <IconButton className={iconStyle} aria-labelledby={'Expand the collapsed content'} onClick={onIconClick}>
+            <Icon glyph={open ? 'ChevronDown' : 'ChevronRight'} />
+          </IconButton>
+        </Box>
+        <Box className={cx(innerContentStyle(open))}>
+          {children.map((c, i) => (
+            <ComponentFactory nodeData={c} key={i} sectionDepth={sectionDepth} {...rest}></ComponentFactory>
+          ))}
         </Box>
-        <IconButton className={iconStyle} aria-labelledby={'Expand the collapsed content'} onClick={onIconClick}>
-          <Icon glyph={open ? 'ChevronDown' : 'ChevronRight'} />
-        </IconButton>
-      </Box>
-      <Box className={cx(innerContentStyle(open))}>
-        {children.map((c, i) => (
-          <ComponentFactory nodeData={c} key={i} sectionDepth={sectionDepth} {...rest}></ComponentFactory>
-        ))}
       </Box>
-    </Box>
+    </HeadingContextProvider>
   );
 };
 
diff --git a/src/components/DocumentBody.js b/src/components/DocumentBody.js
index e5b17e67f..0cb326406 100644
--- a/src/components/DocumentBody.js
+++ b/src/components/DocumentBody.js
@@ -1,4 +1,4 @@
-import React, { useState, lazy } from 'react';
+import React, { useState, useMemo, lazy } from 'react';
 import PropTypes from 'prop-types';
 import { graphql } from 'gatsby';
 import { ImageContextProvider } from '../context/image-context';
@@ -11,6 +11,7 @@ import { getPlaintext } from '../utils/get-plaintext';
 import { getTemplate } from '../utils/get-template';
 import useSnootyMetadata from '../utils/use-snooty-metadata';
 import { getSiteTitle } from '../utils/get-site-title';
+import { constructTechArticle } from '../utils/structured-data';
 import { PageContext } from '../context/page-context';
 import { useBreadcrumbs } from '../hooks/use-breadcrumbs';
 import { isBrowser } from '../utils/is-browser';
@@ -204,13 +205,22 @@ export const Head = ({ pageContext, data }) => {
   const pageTitle = getPlaintext(getNestedValue(['slugToTitle', lookup], metadata));
   const siteTitle = getSiteTitle(metadata);
 
-  const isDocsLandingHomepage = metadata.project === 'landing' && template === 'landing';
+  const isDocsLandingHomepage = metadata.project === 'landing' && template === 'landing' && slug === '/';
   const needsBreadcrumbs = template === 'document' || template === undefined;
 
   // Retrieves the canonical URL based on certain situations
   // i.e. eol'd, non-eol'd, snooty.toml or ..metadata:: directive (highest priority)
   const canonical = useCanonicalUrl(meta, metadata, slug, repoBranches);
 
+  // construct Structured Data
+  const techArticleSd = useMemo(() => {
+    if (['product-landing', 'landing', 'search', 'errorpage', 'drivers-index'].includes(template)) {
+      return;
+    }
+    const techArticle = constructTechArticle({ facets: data.page.facets || [], pageTitle });
+    return techArticle.isValid() ? techArticle : undefined;
+  }, [data.page.facets, pageTitle, template]);
+
   return (
     <>
       <SEO
@@ -224,6 +234,11 @@ export const Head = ({ pageContext, data }) => {
       {twitter.length > 0 && twitter.map((c) => <Twitter {...c} />)}
       {isDocsLandingHomepage && <DocsLandingSD />}
       {needsBreadcrumbs && <BreadcrumbSchema slug={slug} />}
+      {techArticleSd && (
+        <script id={'tech-article-sd'} type="application/ld+json">
+          {techArticleSd.toString()}
+        </script>
+      )}
     </>
   );
 };
@@ -232,6 +247,7 @@ export const query = graphql`
   query ($page_id: String, $slug: String) {
     page(id: { eq: $page_id }) {
       ast
+      facets
     }
     pageImage(slug: { eq: $slug }) {
       slug
diff --git a/src/components/Procedure/index.js b/src/components/Procedure/index.js
index 478bbc9ba..f58ad5444 100644
--- a/src/components/Procedure/index.js
+++ b/src/components/Procedure/index.js
@@ -2,7 +2,13 @@ import React, { useMemo } from 'react';
 import PropTypes from 'prop-types';
 import styled from '@emotion/styled';
 import { palette } from '@leafygreen-ui/palette';
+import {
+  AncestorComponentContextProvider,
+  useAncestorComponentContext,
+} from '../../context/ancestor-components-context';
 import { theme } from '../../theme/docsTheme';
+import { constructHowToSd } from '../../utils/structured-data';
+import { useHeadingContext } from '../../context/heading-context';
 import Step from './Step';
 
 const StyledProcedure = styled('div')`
@@ -47,18 +53,37 @@ const getSteps = (children) => {
   return steps;
 };
 
-const Procedure = ({ nodeData: { children, options }, ...rest }) => {
+const Procedure = ({ nodeData, ...rest }) => {
   // Make the style 'connected' by default for now to give time for PLPs that use this directive to
   // add the "style" option
+  const children = nodeData['children'];
+  const options = nodeData['options'];
   const style = options?.style || 'connected';
   const steps = useMemo(() => getSteps(children), [children]);
+  const ancestors = useAncestorComponentContext();
+  const { lastHeading } = useHeadingContext();
+
+  // construct Structured Data
+  const howToSd = useMemo(() => {
+    if (ancestors['procedure']) return undefined;
+
+    const howToSd = constructHowToSd({ steps, parentHeading: lastHeading });
+    return howToSd.isValid() ? howToSd.toString() : undefined;
+  }, [ancestors, lastHeading, steps]);
 
   return (
-    <StyledProcedure procedureStyle={style}>
-      {steps.map((child, i) => (
-        <Step {...rest} nodeData={child} stepNumber={i + 1} stepStyle={style} key={i} />
-      ))}
-    </StyledProcedure>
+    <AncestorComponentContextProvider component={'procedure'}>
+      {howToSd && (
+        // using dangerouslySetInnerHTML as JSON is rendered with
+        // encoded quotes at build time
+        <script type="application/ld+json" dangerouslySetInnerHTML={{ __html: howToSd }} />
+      )}
+      <StyledProcedure procedureStyle={style}>
+        {steps.map((child, i) => (
+          <Step {...rest} nodeData={child} stepNumber={i + 1} stepStyle={style} key={i} />
+        ))}
+      </StyledProcedure>
+    </AncestorComponentContextProvider>
   );
 };
 
diff --git a/src/components/Section.js b/src/components/Section.js
index 59e27fecc..7d7972ace 100644
--- a/src/components/Section.js
+++ b/src/components/Section.js
@@ -1,14 +1,21 @@
 import React from 'react';
 import PropTypes from 'prop-types';
+import { HeadingContextProvider } from '../context/heading-context';
+import { getPlaintext } from '../utils/get-plaintext';
+import { findKeyValuePair } from '../utils/find-key-value-pair';
 import ComponentFactory from './ComponentFactory';
 
 const Section = ({ sectionDepth, nodeData: { children }, ...rest }) => {
+  const headingNode = findKeyValuePair(children, 'type', 'heading');
+
   return (
-    <section>
-      {children.map((child, index) => {
-        return <ComponentFactory {...rest} nodeData={child} key={index} sectionDepth={sectionDepth + 1} />;
-      })}
-    </section>
+    <HeadingContextProvider heading={getPlaintext(headingNode?.children ?? [])}>
+      <section>
+        {children.map((child, index) => {
+          return <ComponentFactory {...rest} nodeData={child} key={index} sectionDepth={sectionDepth + 1} />;
+        })}
+      </section>
+    </HeadingContextProvider>
   );
 };
 
diff --git a/src/components/StructuredData/DocsLandingSD.js b/src/components/StructuredData/DocsLandingSD.js
index f599ffadd..26e47e55f 100644
--- a/src/components/StructuredData/DocsLandingSD.js
+++ b/src/components/StructuredData/DocsLandingSD.js
@@ -2,7 +2,7 @@ import React from 'react';
 import { baseUrl } from '../../utils/base-url';
 
 const DocsLandingSD = () => (
-  <script id="structured data" type="application/ld+json">
+  <script type="application/ld+json">
     {JSON.stringify({
       '@context': 'http://schema.org',
       '@type': 'WebSite',
@@ -18,6 +18,14 @@ const DocsLandingSD = () => (
       },
       author: 'MongoDB Documentation Team',
       inLanguage: 'English',
+      potentialAction: {
+        '@type': 'SearchAction',
+        target: {
+          '@type': 'EntryPoint',
+          urlTemplate: 'https://mongodb.com/docs/search/?q={search_term_string}&page=1',
+        },
+        'query-input': 'required name=search_term_string',
+      },
     })}
   </script>
 );
diff --git a/src/components/Tabs/index.js b/src/components/Tabs/index.js
index b242891f2..7c0e54699 100644
--- a/src/components/Tabs/index.js
+++ b/src/components/Tabs/index.js
@@ -9,6 +9,8 @@ import { theme } from '../../theme/docsTheme';
 import { reportAnalytics } from '../../utils/report-analytics';
 import { getNestedValue } from '../../utils/get-nested-value';
 import { isBrowser } from '../../utils/is-browser';
+import { HeadingContextProvider, useHeadingContext } from '../../context/heading-context';
+import { getPlaintext } from '../../utils/get-plaintext';
 import { TabContext } from './tab-context';
 
 const TAB_BUTTON_SELECTOR = 'button[role="tab"]';
@@ -115,6 +117,7 @@ const Tabs = ({ nodeData: { children, options = {} }, page, ...rest }) => {
   // Hide tabset if it includes the :hidden: option, or if it is controlled by a dropdown selector
   const isHidden = options.hidden || Object.keys(selectors).includes(tabsetName);
   const isProductLanding = page?.options?.template === 'product-landing';
+  const { lastHeading } = useHeadingContext();
 
   useEffect(() => {
     const index = tabIds.indexOf(activeTabs[tabsetName]);
@@ -166,11 +169,15 @@ const Tabs = ({ nodeData: { children, options = {} }, page, ...rest }) => {
 
             return (
               <LeafyTab key={tabId} name={tabTitle}>
-                <div className={cx(tabContentStyling, isProductLanding ? productLandingTabContentStyling : '')}>
-                  {tab.children.map((child, i) => (
-                    <ComponentFactory {...rest} key={`${tabId}-${i}`} nodeData={child} />
-                  ))}
-                </div>
+                <HeadingContextProvider
+                  heading={lastHeading ? `${lastHeading} - ${getPlaintext(tab.argument)}` : getPlaintext(tab.argument)}
+                >
+                  <div className={cx(tabContentStyling, isProductLanding ? productLandingTabContentStyling : '')}>
+                    {tab.children.map((child, i) => (
+                      <ComponentFactory {...rest} key={`${tabId}-${i}`} nodeData={child} />
+                    ))}
+                  </div>
+                </HeadingContextProvider>
               </LeafyTab>
             );
           })}
diff --git a/src/components/Video/index.js b/src/components/Video/index.js
index 4b0029e89..43b78f52e 100644
--- a/src/components/Video/index.js
+++ b/src/components/Video/index.js
@@ -1,4 +1,4 @@
-import React, { useState, useEffect } from 'react';
+import React, { useState, useEffect, useMemo } from 'react';
 import ReactPlayerYT from 'react-player/youtube';
 import ReactPlayerWistia from 'react-player/wistia';
 import PropTypes from 'prop-types';
@@ -7,6 +7,7 @@ import { css } from '@emotion/react';
 import { palette } from '@leafygreen-ui/palette';
 import { withPrefix } from 'gatsby';
 import { theme } from '../../theme/docsTheme';
+import { VideoObjectSd } from '../../utils/structured-data';
 import VideoPlayButton from './VideoPlayButton';
 
 // Imported both players to keep bundle size low and rendering the one associated to the URL being passed in
@@ -68,10 +69,15 @@ const getTheSupportedMedia = (url) => {
   return REACT_PLAYERS[supportedType];
 };
 
-const Video = ({ nodeData: { argument }, ...rest }) => {
+const Video = ({ nodeData: { argument, options = {} } }) => {
   const url = `${argument[0]['refuri']}`;
   // use placeholder image for video thumbnail if invalid URL provided
   const [previewImage, setPreviewImage] = useState(withPrefix('assets/meta_generic.png'));
+  const { title, description, 'upload-date': uploadDate, 'thumbnail-url': thumbnailUrl } = options;
+  const videoObjectSd = useMemo(() => {
+    const sd = new VideoObjectSd({ embedUrl: url, name: title, uploadDate, thumbnailUrl, description });
+    return sd.isValid() ? sd.toString() : undefined;
+  }, [url, title, uploadDate, thumbnailUrl, description]);
 
   useEffect(() => {
     // handles URL validity checking for well-formed YT links
@@ -104,25 +110,41 @@ const Video = ({ nodeData: { argument }, ...rest }) => {
   }
 
   return (
-    <ReactPlayerWrapper>
-      <ReactPlayer
-        css={videoStyling(ReactSupportedMedia)}
-        config={ReactSupportedMedia.config}
-        controls
-        url={url}
-        width="100%"
-        height="100%"
-        playing
-        playIcon={<VideoPlayButton />}
-        light={previewImage}
-      />
-    </ReactPlayerWrapper>
+    <>
+      {videoObjectSd && (
+        <script
+          type="application/ld+json"
+          dangerouslySetInnerHTML={{
+            __html: videoObjectSd,
+          }}
+        />
+      )}
+      <ReactPlayerWrapper>
+        <ReactPlayer
+          css={videoStyling(ReactSupportedMedia)}
+          config={ReactSupportedMedia.config}
+          controls
+          url={url}
+          width="100%"
+          height="100%"
+          playing
+          playIcon={<VideoPlayButton />}
+          light={previewImage}
+        />
+      </ReactPlayerWrapper>
+    </>
   );
 };
 
 Video.propTypes = {
   nodeData: PropTypes.shape({
     argument: PropTypes.array.isRequired,
+    options: PropTypes.shape({
+      title: PropTypes.string,
+      description: PropTypes.string,
+      'upload-date': PropTypes.string,
+      'thumbnail-url': PropTypes.string,
+    }),
   }).isRequired,
 };
 
diff --git a/src/context/ancestor-components-context.js b/src/context/ancestor-components-context.js
index 9ecbad74c..f09e1ad44 100644
--- a/src/context/ancestor-components-context.js
+++ b/src/context/ancestor-components-context.js
@@ -2,6 +2,7 @@ import React, { createContext, useContext } from 'react';
 
 const defaultVal = {
   table: false,
+  procedure: false,
 };
 
 const AncestorComponentContext = createContext(defaultVal);
diff --git a/src/context/heading-context.js b/src/context/heading-context.js
new file mode 100644
index 000000000..61b159f18
--- /dev/null
+++ b/src/context/heading-context.js
@@ -0,0 +1,37 @@
+import React, { createContext, useContext } from 'react';
+
+const defaultVal = {
+  lastHeading: '',
+  ignoreNextheading: false,
+};
+
+const HeadingContext = createContext(defaultVal);
+
+/**
+ * Context provider to help track of page headings until the consuming component.
+ * Headings are pushed into a list, with the last being the nearest heading, upwards in the AST tree.
+ * Designed to be called in the init, so each child node of sections
+ * as consumers can access the section header.
+ *
+ * @param {node[]}    children
+ * @param {string}    heading
+ * @param {boolean}   ignoreNextHeading
+ * @returns
+ */
+const HeadingContextProvider = ({ children, heading, ignoreNextHeading }) => {
+  const { lastHeading: prevHeading, ignoreNextHeading: skipHeading } = useHeadingContext();
+
+  const newHeading = skipHeading || !heading ? prevHeading : heading;
+
+  return (
+    <HeadingContext.Provider value={{ lastHeading: newHeading, ignoreNextHeading: ignoreNextHeading ?? false }}>
+      {children}
+    </HeadingContext.Provider>
+  );
+};
+
+const useHeadingContext = () => {
+  return useContext(HeadingContext);
+};
+
+export { HeadingContextProvider, useHeadingContext };
diff --git a/src/utils/get-language.js b/src/utils/get-language.js
index 594c12d79..8be736a4c 100644
--- a/src/utils/get-language.js
+++ b/src/utils/get-language.js
@@ -3,6 +3,46 @@
  */
 import { Language } from '@leafygreen-ui/code';
 
+// Mapping of formal language names based on loose inputs
+const LANGUAGE_NAMES = {
+  bash: 'Bash',
+  c: 'C',
+  cpp: 'C++',
+  'c#': 'C#',
+  cs: 'C#',
+  csharp: 'C#',
+  dart: 'Dart',
+  diff: 'Diff',
+  go: 'Golang',
+  golang: 'Golang',
+  graphql: 'GraphQL',
+  groovy: 'Groovy',
+  html: 'HTML',
+  http: 'HTTP',
+  ini: 'Ini',
+  java: 'Java',
+  javascript: 'JavaScript',
+  js: 'JavaScript',
+  json: 'JSON',
+  kotlin: 'Kotlin',
+  objectivec: 'Objective-C',
+  perl: 'Perl',
+  php: 'PHP',
+  properties: 'Properties',
+  python: 'Python',
+  ruby: 'Ruby',
+  rust: 'Rust',
+  scala: 'Scala',
+  sh: 'Shell',
+  shell: 'Shell',
+  sql: 'SQL',
+  swift: 'Swift',
+  ts: 'TypeScript',
+  typescript: 'TypeScript',
+  xml: 'XML',
+  yaml: 'YAML',
+};
+
 export const getLanguage = (lang) => {
   if (Object.values(Language).includes(lang)) {
     return lang;
@@ -15,3 +55,23 @@ export const getLanguage = (lang) => {
   }
   return 'none';
 };
+
+/**
+ * @param {string | undefined} lang The language passed to the code block directive
+ * @returns {string | undefined} The formal name of the language, if it exists
+ */
+export const getFullLanguageName = (lang, slug) => {
+  const normalizedLang = lang?.toLowerCase();
+  if (!normalizedLang || ['none', 'text'].includes(normalizedLang)) {
+    return undefined;
+  }
+
+  const fullLangName = LANGUAGE_NAMES.hasOwnProperty(normalizedLang) ? LANGUAGE_NAMES[normalizedLang] : undefined;
+  if (!fullLangName) {
+    console.warn(
+      `${normalizedLang} in ${slug} does not have a valid language name for structured data SEO. Please contact DOP to add.`
+    );
+  }
+
+  return fullLangName;
+};
diff --git a/src/utils/get-plaintext.js b/src/utils/get-plaintext.js
index fd828fccc..1bdb1ca4d 100644
--- a/src/utils/get-plaintext.js
+++ b/src/utils/get-plaintext.js
@@ -10,6 +10,7 @@ const getPlaintext = (nodeArray) => {
     } else if (node.children) {
       return title + node.children.reduce(extractText, '');
     }
+    return title;
   };
 
   return nodeArray && nodeArray.length > 0 ? nodeArray.reduce(extractText, '') : '';
diff --git a/src/utils/structured-data.js b/src/utils/structured-data.js
new file mode 100644
index 000000000..3c1cf9cfd
--- /dev/null
+++ b/src/utils/structured-data.js
@@ -0,0 +1,236 @@
+/**
+ * Classes to construct Structured Data JSON.
+ * Required props should be read in constructor function (to fail validity).
+ * Optional props can be set conditionally.
+ * Constant values should be set in the constructor function.
+ * Optional overwrites can be set in params as default values
+ */
+
+import { getFullLanguageName } from './get-language';
+import { findKeyValuePair } from './find-key-value-pair';
+import { getPlaintext } from './get-plaintext';
+
+export class StructuredData {
+  constructor(type) {
+    this['@context'] = 'https://schema.org';
+    this['@type'] = type;
+  }
+
+  isValid() {
+    function recursiveValidity(param) {
+      // array
+      if (Array.isArray(param)) {
+        return param.every((e) => recursiveValidity(e));
+      }
+      // object
+      else if (param && typeof param === 'object') {
+        return Object.keys(param).every((e) => {
+          if (param.hasOwnProperty(e)) return recursiveValidity(param[e]);
+          return true;
+        });
+      }
+
+      // string or number
+      return String(param).length > 0;
+    }
+
+    return recursiveValidity(this);
+  }
+
+  toString() {
+    return JSON.stringify(this);
+  }
+
+  static addCompanyToName(name) {
+    if (!name) {
+      return name;
+    }
+    if (Array.isArray(name)) {
+      return name.map(this.addCompanyToName);
+    }
+    if (name.toLowerCase().includes('mongodb')) {
+      return name;
+    }
+    return `MongoDB ` + name;
+  }
+}
+
+class HowToSd extends StructuredData {
+  constructor({ steps, name }) {
+    super('HowTo');
+
+    this.steps = steps;
+    this.name = name;
+    // image comes from Flora constants
+    // https://github.com/10gen/flora/blob/v1.14.2/src/MDBLogo/constants.ts
+    this.image =
+      'https://webimages.mongodb.com/_com_assets/cms/kuyj2focmkbxv7gh3-stacked_default_slate_blue.svg?auto=format%252Ccompress';
+  }
+}
+
+export class SoftwareSourceCodeSd extends StructuredData {
+  constructor({ code, lang, slug }) {
+    super('SoftwareSourceCode');
+    this.codeSampleType = 'code snippet';
+    this.text = code;
+
+    const programmingLanguage = getFullLanguageName(lang, slug);
+    if (programmingLanguage) {
+      this.programmingLanguage = programmingLanguage;
+    }
+  }
+}
+
+class TechArticleSd extends StructuredData {
+  constructor({ headline, mainEntity, genre }) {
+    super('TechArticle');
+
+    this.author = {
+      '@type': 'Organization',
+      name: 'MongoDB Documentation Team',
+    };
+    this.headline = headline;
+    this.mainEntity = mainEntity;
+    if (genre) {
+      this.genre = genre;
+    }
+  }
+}
+
+export class VideoObjectSd extends StructuredData {
+  constructor({ embedUrl, name, uploadDate, thumbnailUrl, description }) {
+    super('VideoObject');
+
+    this.embedUrl = embedUrl;
+    this.name = name;
+    this.uploadDate = uploadDate;
+    this.thumbnailUrl = thumbnailUrl;
+
+    if (description) {
+      this.description = description;
+    }
+  }
+
+  isValid() {
+    const hasAllReqFields = [this.embedUrl, this.name, this.uploadDate, this.thumbnailUrl].every((val) => !!val);
+    return hasAllReqFields && super.isValid();
+  }
+}
+
+/**
+ * get TechArticle Structured Data from page facets and pageTitle.
+ * @param   {{category: string, sub_facets: object[]}[]}  facets
+ * @param   {string}                                      pageTitle
+ * @returns {StructuredData}
+ */
+export const constructTechArticle = ({ facets, pageTitle }) => {
+  // get display name from facets
+  function getDisplayName(facet) {
+    return facet.display_name;
+  }
+
+  // extract genre facets
+  function getGenreNames(facets) {
+    return facets?.filter((facet) => facet.category === 'genre').map(getDisplayName) || [];
+  }
+
+  // extract target product facets
+  function getTargetProductsNames(facets) {
+    // TODO: these products and sub products need version data from facets
+    // https://jira.mongodb.org/browse/DOP-5037
+    let res = [];
+    const productFacets = facets?.filter((facet) => facet.category === 'target_product') || [];
+    for (let index = 0; index < productFacets.length; index++) {
+      const productFacet = productFacets[index];
+      const subProducts =
+        productFacet.sub_facets?.filter((facet) => facet.category === 'sub_product').map(getDisplayName) || [];
+      if (subProducts.length) {
+        res = res.concat(subProducts);
+      } else {
+        res.push(getDisplayName(productFacet));
+      }
+    }
+
+    return res;
+  }
+
+  const techArticleProps = {
+    mainEntity: getTargetProductsNames(facets).map((name) => ({
+      '@type': 'SoftwareApplication',
+      name: StructuredData.addCompanyToName(name),
+      applicationCategory: 'DeveloperApplication',
+      offers: {
+        price: 0,
+        priceCurrency: 'USD',
+      },
+    })),
+    headline: pageTitle,
+  };
+
+  const genres = getGenreNames(facets);
+  if (genres.length) {
+    techArticleProps['genre'] = genres;
+  }
+
+  return new TechArticleSd(techArticleProps);
+};
+
+export const constructHowToSd = ({ steps, parentHeading }) => {
+  function getHowToSection(procedureDirective, name) {
+    const howToSection = {
+      '@type': 'HowToSection',
+      name,
+      itemListElement: [],
+    };
+
+    for (const step of procedureDirective.children) {
+      handleStep(step, howToSection['itemListElement']);
+    }
+
+    return howToSection;
+  }
+
+  /**
+   *
+   * @param {node}    step
+   * @param {step[]}  targetList  can be either steps[] of HowTo or itemListElement[] of HowToSection
+   */
+  function handleStep(step, targetList) {
+    if (step['name'] !== 'step') {
+      return;
+    }
+    // text of step is derived from children, or fallback to step's argument
+    const childText = getPlaintext(step.children);
+    const argText = getPlaintext(step.argument);
+    // NOTE: step.argument is repeated in step.children as a Heading component
+    // so strip the heading from children
+    const bodyText = childText.replace(argText, '');
+
+    // deep search for nested procedure to make sibling sections
+    const nestedProcedure = findKeyValuePair(step.children, 'name', 'procedure');
+    if (nestedProcedure) {
+      targetList.push(getHowToSection(nestedProcedure, argText || bodyText));
+    } else {
+      // build step
+      const stepSD = {
+        '@type': 'HowToStep',
+        text: bodyText.length ? bodyText : argText,
+      };
+      if (bodyText.length && argText) {
+        stepSD['name'] = argText;
+      }
+      targetList.push(stepSD);
+    }
+  }
+
+  const howToProps = {
+    steps: [],
+    name: parentHeading,
+  };
+
+  for (const step of steps) {
+    handleStep(step, howToProps['steps']);
+  }
+
+  return new HowToSd(howToProps);
+};
diff --git a/tests/context/heading-context.test.js b/tests/context/heading-context.test.js
new file mode 100644
index 000000000..6c12c56e0
--- /dev/null
+++ b/tests/context/heading-context.test.js
@@ -0,0 +1,49 @@
+import { render } from '@testing-library/react';
+import { HeadingContextProvider, useHeadingContext } from '../../src/context/heading-context';
+
+const Consumer = ({ test_id }) => {
+  const { lastHeading } = useHeadingContext();
+  return <span data-testid={test_id}>{lastHeading}</span>;
+};
+
+describe('Heading Context', () => {
+  it('initializes with an empty string', () => {
+    const testId = 'check-headings';
+    const wrapper = render(<Consumer test_id={testId} />);
+    expect(wrapper.queryByTestId(testId).innerHTML).toBeFalsy();
+  });
+
+  it('is used by consumer to get all the preceding headings on the page', () => {
+    const wrapper = render(
+      <HeadingContextProvider heading={'Heading 1'}>
+        <HeadingContextProvider heading={'Heading 1A'}>
+          <HeadingContextProvider heading={'Heading 1Aa'}>
+            <Consumer test_id={'consumer-1'} />
+            <Consumer test_id={'consumer-2'} />
+          </HeadingContextProvider>
+        </HeadingContextProvider>
+        <HeadingContextProvider heading={'Heading 1B'}>
+          <Consumer test_id={'consumer-3'} />
+        </HeadingContextProvider>
+      </HeadingContextProvider>
+    );
+
+    expect(wrapper.queryByTestId('consumer-1').innerHTML).toEqual('Heading 1Aa');
+    expect(wrapper.queryByTestId('consumer-2').innerHTML).toEqual('Heading 1Aa');
+    expect(wrapper.queryByTestId('consumer-3').innerHTML).toEqual('Heading 1B');
+  });
+
+  it('can ignore the next heading if specified', () => {
+    const wrapper = render(
+      <HeadingContextProvider heading={'Heading 1'}>
+        <HeadingContextProvider ignoreNextHeading={true}>
+          <HeadingContextProvider heading={'Heading 2'}>
+            <Consumer test_id={'ignore-prev-heading-1'} />
+          </HeadingContextProvider>
+        </HeadingContextProvider>
+      </HeadingContextProvider>
+    );
+
+    expect(wrapper.queryByTestId('ignore-prev-heading-1').innerHTML).toEqual('Heading 1');
+  });
+});
diff --git a/tests/unit/CodeIO.test.js b/tests/unit/CodeIO.test.js
index 4debb6a3b..e24a5d124 100644
--- a/tests/unit/CodeIO.test.js
+++ b/tests/unit/CodeIO.test.js
@@ -15,16 +15,16 @@ describe('CodeIO', () => {
   it('closes and opens output code snippet on io button click when output is visible by default', () => {
     const wrapper = render(<CodeIO nodeData={mockData.outputVisibleByDefault} />);
     userEvent.click(wrapper.getByRole('button'));
-    expect(wrapper.queryAllByText('hello world')).toHaveLength(0);
+    expect(wrapper.getByText('hello world')).not.toBeVisible();
     userEvent.click(wrapper.getByRole('button'));
-    expect(wrapper.getByText('hello world')).toBeTruthy();
+    expect(wrapper.getByText('hello world')).toBeVisible();
   });
 
   it('opens and closes output code snippet on io button click when output is hidden by default', () => {
     const wrapper = render(<CodeIO nodeData={mockData.outputHiddenByDefault} />);
     userEvent.click(wrapper.getByRole('button'));
-    expect(wrapper.getByText('hello world')).toBeTruthy();
+    expect(wrapper.getByText('hello world')).toBeVisible();
     userEvent.click(wrapper.getByRole('button'));
-    expect(wrapper.queryAllByText('hello world')).toHaveLength(0);
+    expect(wrapper.getByText('hello world')).not.toBeVisible();
   });
 });
diff --git a/tests/unit/Video.test.js b/tests/unit/Video.test.js
index 09adb0924..0c16f2366 100644
--- a/tests/unit/Video.test.js
+++ b/tests/unit/Video.test.js
@@ -5,12 +5,15 @@ import Video from '../../src/components/Video';
 // data for this component
 import mockData from './data/Video.test.json';
 
+const REACT_PLAYER_QUERY = 'div.react-player__preview';
+const SD_SCRIPT_QUERY = 'script[type="application/ld+json"]';
+
 it('YouTube video renders correctly', () => {
   const tree = render(<Video nodeData={mockData.validYouTubeURL} />);
   expect(tree.asFragment()).toMatchSnapshot();
 });
 
-it('Vimeo video renders correctly', () => {
+it('Vimeo video renders null', () => {
   const tree = render(<Video nodeData={mockData.validVimeoURL} />);
   expect(tree.asFragment()).toMatchSnapshot();
 });
@@ -20,7 +23,7 @@ it('Wistia video renders correctly', () => {
   expect(tree.asFragment()).toMatchSnapshot();
 });
 
-it('DailyMotion video renders correctly', () => {
+it('DailyMotion video renders null', () => {
   const tree = render(<Video nodeData={mockData.validDailyMotionURL} />);
   expect(tree.asFragment()).toMatchSnapshot();
 });
@@ -40,3 +43,53 @@ describe('Console warning messages', () => {
     ]);
   });
 });
+
+describe('Structured data', () => {
+  it('is defined when all fields required by Google are present', () => {
+    const mockNodeData = { ...mockData.validYouTubeURL };
+    mockNodeData['options'] = {
+      title: 'Test Video',
+      'upload-date': '2023-11-08T05:00:28-08:00',
+      'thumbnail-url': 'https://i.ytimg.com/vi/o2ss2LJNZVE/maxresdefault.jpg',
+    };
+
+    const { container } = render(<Video nodeData={mockNodeData} />);
+    const videoPlayer = container.querySelector(REACT_PLAYER_QUERY);
+    const sdScript = container.querySelector(SD_SCRIPT_QUERY);
+
+    expect(videoPlayer).toBeInTheDocument();
+    expect(sdScript).toBeInTheDocument();
+    expect(sdScript.textContent).toEqual(
+      '{"@context":"https://schema.org","@type":"VideoObject","embedUrl":"https://www.youtube.com/watch?v=YBOiX8DwinE&ab_channel=MongoDB","name":"Test Video","uploadDate":"2023-11-08T05:00:28-08:00","thumbnailUrl":"https://i.ytimg.com/vi/o2ss2LJNZVE/maxresdefault.jpg"}'
+    );
+  });
+
+  it('is defined with optional fields', () => {
+    const mockNodeData = { ...mockData.validYouTubeURL };
+    mockNodeData['options'] = {
+      title: 'Test Video',
+      'upload-date': '2023-11-08T05:00:28-08:00',
+      'thumbnail-url': 'https://i.ytimg.com/vi/o2ss2LJNZVE/maxresdefault.jpg',
+      description: 'Optional description field',
+    };
+
+    const { container } = render(<Video nodeData={mockNodeData} />);
+    const videoPlayer = container.querySelector(REACT_PLAYER_QUERY);
+    const sdScript = container.querySelector(SD_SCRIPT_QUERY);
+
+    expect(videoPlayer).toBeInTheDocument();
+    expect(sdScript).toBeInTheDocument();
+    expect(sdScript.textContent).toEqual(
+      '{"@context":"https://schema.org","@type":"VideoObject","embedUrl":"https://www.youtube.com/watch?v=YBOiX8DwinE&ab_channel=MongoDB","name":"Test Video","uploadDate":"2023-11-08T05:00:28-08:00","thumbnailUrl":"https://i.ytimg.com/vi/o2ss2LJNZVE/maxresdefault.jpg","description":"Optional description field"}'
+    );
+  });
+
+  it('is not defined when missing one or more field(s) required by Google', () => {
+    const mockNodeData = { ...mockData.validYouTubeURL };
+    const { container } = render(<Video nodeData={mockNodeData} />);
+    const videoPlayer = container.querySelector(REACT_PLAYER_QUERY);
+    const sdScript = container.querySelector(SD_SCRIPT_QUERY);
+    expect(videoPlayer).toBeInTheDocument();
+    expect(sdScript).not.toBeInTheDocument();
+  });
+});
diff --git a/tests/unit/__snapshots__/Code.test.js.snap b/tests/unit/__snapshots__/Code.test.js.snap
index 6267988e8..2ac3be798 100644
--- a/tests/unit/__snapshots__/Code.test.js.snap
+++ b/tests/unit/__snapshots__/Code.test.js.snap
@@ -2,6 +2,11 @@
 
 exports[`renders correctly 1`] = `
 <DocumentFragment>
+  <script
+    type="application/ld+json"
+  >
+    {"@context":"https://schema.org","@type":"SoftwareSourceCode","codeSampleType":"code snippet","text":"mongoimport --db test --collection inventory ^\\n          --authenticationDatabase admin --username &lt;user&gt; --password &lt;password&gt; ^\\n          --drop --file ~\\\\downloads\\\\inventory.crud.json","programmingLanguage":"JavaScript"}
+  </script>
   .emotion-0 {
   display: table;
   margin: 24px 0;
@@ -402,6 +407,11 @@ exports[`renders correctly 1`] = `
 
 exports[`renders correctly when none is passed in as a language 1`] = `
 <DocumentFragment>
+  <script
+    type="application/ld+json"
+  >
+    {"@context":"https://schema.org","@type":"SoftwareSourceCode","codeSampleType":"code snippet","text":"[{plot A trio of guys try and make up for missed opportunities in childhood by forming a three-player baseball team to compete against standard children baseball squads.}]"}
+  </script>
   .emotion-0 {
   display: table;
   margin: 24px 0;
diff --git a/tests/unit/__snapshots__/CodeIO.test.js.snap b/tests/unit/__snapshots__/CodeIO.test.js.snap
index 983f5b7e4..08e775de1 100644
--- a/tests/unit/__snapshots__/CodeIO.test.js.snap
+++ b/tests/unit/__snapshots__/CodeIO.test.js.snap
@@ -505,33 +505,33 @@ exports[`CodeIO renders correctly 1`] = `
   justify-self: right;
 }
 
-.emotion-21>div>* {
+.emotion-22>div>* {
   display: inline!important;
 }
 
-.emotion-21 * {
+.emotion-22 * {
   border-top-right-radius: 0px;
   border-top-left-radius: 0px;
   border-bottom-right-radius: 12px;
   border-bottom-left-radius: 12px;
 }
 
-.emotion-21>div {
+.emotion-22>div {
   border: var(--code-container-border);
 }
 
-.emotion-21>div>div>pre {
+.emotion-22>div>div>pre {
   border: var(--code-pre-border);
   border-top: none;
 }
 
-.emotion-23 {
+.emotion-24 {
   border: 1px solid #3D4F58;
   border-radius: 12px;
   overflow: hidden;
 }
 
-.emotion-24 {
+.emotion-25 {
   position: relative;
   display: grid;
   grid-template-areas: 'code panel';
@@ -541,8 +541,8 @@ exports[`CodeIO renders correctly 1`] = `
   grid-template-areas: 'code code';
 }
 
-.emotion-24:before,
-.emotion-24:after {
+.emotion-25:before,
+.emotion-25:after {
   content: '';
   display: block;
   position: absolute;
@@ -556,20 +556,20 @@ exports[`CodeIO renders correctly 1`] = `
   transition: box-shadow 100ms ease-in-out;
 }
 
-.emotion-24:before {
+.emotion-25:before {
   grid-column: 1;
   left: -40px;
 }
 
-.emotion-24:after {
+.emotion-25:after {
   grid-column: 2;
 }
 
-.emotion-24:after {
+.emotion-25:after {
   grid-column: -1;
 }
 
-.emotion-25 {
+.emotion-26 {
   grid-area: code;
   overflow-x: auto;
   border-radius: inherit;
@@ -602,45 +602,45 @@ exports[`CodeIO renders correctly 1`] = `
 }
 
 @media only screen and (max-device-width: 812px) and (-webkit-min-device-pixel-ratio: 2) {
-  .emotion-25 {
+  .emotion-26 {
     white-space: pre-wrap;
   }
 }
 
 @media only screen and (min-device-width: 813px) and (-webkit-min-device-pixel-ratio: 2) {
-  .emotion-25 {
+  .emotion-26 {
     white-space: pre;
   }
 }
 
-.emotion-25:focus-visible {
+.emotion-26:focus-visible {
   outline: none;
   box-shadow: 0 0 0 2px #0498EC inset;
 }
 
-.emotion-28 {
+.emotion-29 {
   background-color: transparent;
   background-image: linear-gradient(90deg, #1C2D38, #001E2B);
   background-attachment: fixed;
 }
 
-.emotion-28>td {
+.emotion-29>td {
   border-top: 1px solid #1C2D38;
 }
 
-.emotion-28+tr>td {
+.emotion-29+tr>td {
   border-top: 1px solid #1C2D38;
 }
 
-.emotion-28+.emotion-28>td {
+.emotion-29+.emotion-29>td {
   border-top: 0;
 }
 
-.emotion-28:last-child>td {
+.emotion-29:last-child>td {
   border-bottom: 1px solid #1C2D38;
 }
 
-.emotion-29 {
+.emotion-30 {
   border-spacing: 0;
   vertical-align: top;
   padding: 0 16px;
@@ -657,6 +657,11 @@ exports[`CodeIO renders correctly 1`] = `
 <div
     class="emotion-0"
   >
+    <script
+      type="application/ld+json"
+    >
+      {"@context":"https://schema.org","@type":"SoftwareSourceCode","codeSampleType":"code snippet","text":"print('hello world')","programmingLanguage":"Python"}
+    </script>
     <div
       class="emotion-1"
     >
@@ -766,44 +771,53 @@ exports[`CodeIO renders correctly 1`] = `
       </button>
     </div>
     <div
-      class="emotion-21 emotion-22"
-      style="--code-container-border: initial; --code-pre-border: none;"
+      class="emotion-21"
     >
+      <script
+        type="application/ld+json"
+      >
+        {"@context":"https://schema.org","@type":"SoftwareSourceCode","codeSampleType":"code snippet","text":"hello world","programmingLanguage":"Python"}
+      </script>
       <div
-        class="emotion-23"
+        class="emotion-22 emotion-23"
+        style="--code-container-border: initial; --code-pre-border: none;"
       >
         <div
           class="emotion-24"
         >
-          <pre
+          <div
             class="emotion-25"
-            tabindex="-1"
           >
-            <code
-              class="lg-highlight-hljs-dark python emotion-9"
+            <pre
+              class="emotion-26"
+              tabindex="-1"
             >
-              <table
-                class="emotion-10"
+              <code
+                class="lg-highlight-hljs-dark python emotion-9"
               >
-                <tbody>
-                  <tr
-                    class="emotion-28"
-                  >
-                    <td
+                <table
+                  class="emotion-10"
+                >
+                  <tbody>
+                    <tr
                       class="emotion-29"
                     >
-                      1
-                    </td>
-                    <td
-                      class="emotion-13"
-                    >
-                      hello world
-                    </td>
-                  </tr>
-                </tbody>
-              </table>
-            </code>
-          </pre>
+                      <td
+                        class="emotion-30"
+                      >
+                        1
+                      </td>
+                      <td
+                        class="emotion-13"
+                      >
+                        hello world
+                      </td>
+                    </tr>
+                  </tbody>
+                </table>
+              </code>
+            </pre>
+          </div>
         </div>
       </div>
     </div>
diff --git a/tests/unit/__snapshots__/Collapsible.test.js.snap b/tests/unit/__snapshots__/Collapsible.test.js.snap
index a8be9e6ed..86da7511f 100644
--- a/tests/unit/__snapshots__/Collapsible.test.js.snap
+++ b/tests/unit/__snapshots__/Collapsible.test.js.snap
@@ -589,6 +589,11 @@ exports[`collapsible component renders all the content in the options and childr
       >
         This is collapsible content
       </p>
+      <script
+        type="application/ld+json"
+      >
+        {"@context":"https://schema.org","@type":"SoftwareSourceCode","codeSampleType":"code snippet","text":"This is code within collapsible content","programmingLanguage":"JavaScript"}
+      </script>
       <div
         class="emotion-12"
       >
diff --git a/tests/unit/__snapshots__/LiteralInclude.test.js.snap b/tests/unit/__snapshots__/LiteralInclude.test.js.snap
index 3fb0fb180..f55e71ab2 100644
--- a/tests/unit/__snapshots__/LiteralInclude.test.js.snap
+++ b/tests/unit/__snapshots__/LiteralInclude.test.js.snap
@@ -2,6 +2,11 @@
 
 exports[`renders correctly 1`] = `
 <DocumentFragment>
+  <script
+    type="application/ld+json"
+  >
+    {"@context":"https://schema.org","@type":"SoftwareSourceCode","codeSampleType":"code snippet","text":"sample code","programmingLanguage":"Java"}
+  </script>
   .emotion-0 {
   display: table;
   margin: 24px 0;
diff --git a/tests/unit/__snapshots__/ReleaseSpecification.test.js.snap b/tests/unit/__snapshots__/ReleaseSpecification.test.js.snap
index 2731a55ee..f812ed02a 100644
--- a/tests/unit/__snapshots__/ReleaseSpecification.test.js.snap
+++ b/tests/unit/__snapshots__/ReleaseSpecification.test.js.snap
@@ -2,6 +2,11 @@
 
 exports[`renders correctly 1`] = `
 <DocumentFragment>
+  <script
+    type="application/ld+json"
+  >
+    {"@context":"https://schema.org","@type":"SoftwareSourceCode","codeSampleType":"code snippet","text":"test code"}
+  </script>
   .emotion-0 {
   display: table;
   margin: 24px 0;
diff --git a/tests/unit/__snapshots__/Video.test.js.snap b/tests/unit/__snapshots__/Video.test.js.snap
index 71675fe8d..1339d9499 100644
--- a/tests/unit/__snapshots__/Video.test.js.snap
+++ b/tests/unit/__snapshots__/Video.test.js.snap
@@ -1,8 +1,8 @@
 // Jest Snapshot v1, https://goo.gl/fbAQLP
 
-exports[`DailyMotion video renders correctly 1`] = `<DocumentFragment />`;
+exports[`DailyMotion video renders null 1`] = `<DocumentFragment />`;
 
-exports[`Vimeo video renders correctly 1`] = `<DocumentFragment />`;
+exports[`Vimeo video renders null 1`] = `<DocumentFragment />`;
 
 exports[`Wistia video renders correctly 1`] = `
 <DocumentFragment>
diff --git a/tests/unit/utils/__snapshots__/structured-data.test.js.snap b/tests/unit/utils/__snapshots__/structured-data.test.js.snap
new file mode 100644
index 000000000..e48583bfd
--- /dev/null
+++ b/tests/unit/utils/__snapshots__/structured-data.test.js.snap
@@ -0,0 +1,101 @@
+// Jest Snapshot v1, https://goo.gl/fbAQLP
+
+exports[`Structured Data HowTo Structured Data converts steps into expected structured data format 1`] = `
+HowToSd {
+  "@context": "https://schema.org",
+  "@type": "HowTo",
+  "image": "https://webimages.mongodb.com/_com_assets/cms/kuyj2focmkbxv7gh3-stacked_default_slate_blue.svg?auto=format%252Ccompress",
+  "name": undefined,
+  "steps": [
+    {
+      "@type": "HowToStep",
+      "name": "In Atlas, go to your federated database instance for your project.",
+      "text": "If it's not already displayed, select the
+organization that contains your project from the
+ Organizations menu in the navigation bar.If it's not already displayed, select your project
+from the Projects menu in the navigation bar.In the sidebar, click Data Federation under
+the Services heading.The Data Federation page displays.",
+    },
+    {
+      "@type": "HowToStep",
+      "name": "Click Create Federated Database Instance.",
+      "text": "If you have an existing federated database instance, instead click
+Create Federated Database in the
+top right corner of the dashboard.",
+    },
+    {
+      "@type": "HowToSection",
+      "itemListElement": [
+        {
+          "@type": "HowToStep",
+          "name": "Rename the default collection.",
+          "text": "Click  next to the default collection
+VirtualCollection0 to edit its name. For this tutorial,
+rename your collection Sessions.",
+        },
+        {
+          "@type": "HowToStep",
+          "name": "Create a second collection.",
+          "text": "Click  next to the default name
+VirtualDatabase0 to add a collection to the database.
+For this tutorial, name your new collection Users.",
+        },
+        {
+          "@type": "HowToStep",
+          "name": "Add data to your virtual database.",
+          "text": "Drag and drop the following data sources into the
+respective federated database instance virtual collections:/mflix/sessions.json, into the Sessions
+collection, and/mflix/users.json into the Users collection.",
+        },
+      ],
+      "name": "Connect to a Data Source and add sample data to your federated database instance.",
+    },
+    {
+      "@type": "HowToStep",
+      "name": "Click Save.",
+      "text": "Your federated database instance appears on the Data Federation page.",
+    },
+  ],
+}
+`;
+
+exports[`Structured Data SoftwareSourceCode returns valid structured data with programmingLanguage 1`] = `
+SoftwareSourceCodeSd {
+  "@context": "https://schema.org",
+  "@type": "SoftwareSourceCode",
+  "codeSampleType": "code snippet",
+  "text": "print("hello world")",
+}
+`;
+
+exports[`Structured Data SoftwareSourceCode returns valid structured data without programmingLangauge 1`] = `
+SoftwareSourceCodeSd {
+  "@context": "https://schema.org",
+  "@type": "SoftwareSourceCode",
+  "codeSampleType": "code snippet",
+  "text": "print("hello world")",
+}
+`;
+
+exports[`Structured Data VideoObject returns valid structured data with description 1`] = `
+VideoObjectSd {
+  "@context": "https://schema.org",
+  "@type": "VideoObject",
+  "description": "Learn more about indexes in Atlas Search",
+  "embedUrl": "https://www.youtube.com/embed/XrJG994YxD8",
+  "name": "Mastering Indexing for Perfect Query Matching",
+  "thumbnailUrl": "https://i.ytimg.com/vi/XrJG994YxD8/maxresdefault.jpg",
+  "uploadDate": "2023-11-08T05:00:28-08:00",
+}
+`;
+
+exports[`Structured Data VideoObject returns valid structured data without description 1`] = `
+VideoObjectSd {
+  "@context": "https://schema.org",
+  "@type": "VideoObject",
+  "embedUrl": "https://www.youtube.com/embed/XrJG994YxD8",
+  "name": "Mastering Indexing for Perfect Query Matching",
+  "thumbnailUrl": "https://i.ytimg.com/vi/XrJG994YxD8/maxresdefault.jpg",
+  "uploadDate": "2023-11-08T05:00:28-08:00",
+}
+`;
diff --git a/tests/unit/utils/structured-data.test.js b/tests/unit/utils/structured-data.test.js
new file mode 100644
index 000000000..17184dfe4
--- /dev/null
+++ b/tests/unit/utils/structured-data.test.js
@@ -0,0 +1,53 @@
+import { SoftwareSourceCodeSd, VideoObjectSd, constructHowToSd } from '../../../src/utils/structured-data';
+import stepsData from '../../utils/data/how-to-structured-data.json';
+
+describe('Structured Data', () => {
+  describe('HowTo Structured Data', () => {
+    it('converts steps into expected structured data format', () => {
+      const howToSd = constructHowToSd({ steps: stepsData });
+      expect(howToSd).toMatchSnapshot();
+    });
+  });
+
+  describe('SoftwareSourceCode', () => {
+    it('returns valid structured data with programmingLanguage', () => {
+      const code = 'print("hello world")';
+      const lang = 'py';
+      const softwareSourceCodeSd = new SoftwareSourceCodeSd({ code, lang });
+      expect(softwareSourceCodeSd.isValid()).toBeTruthy();
+      expect(softwareSourceCodeSd).toMatchSnapshot();
+    });
+
+    it('returns valid structured data without programmingLangauge', () => {
+      const code = 'print("hello world")';
+      const softwareSourceCodeSd = new SoftwareSourceCodeSd({ code });
+      expect(softwareSourceCodeSd.isValid()).toBeTruthy();
+      expect(softwareSourceCodeSd).toMatchSnapshot();
+    });
+  });
+
+  describe('VideoObject', () => {
+    const embedUrl = 'https://www.youtube.com/embed/XrJG994YxD8';
+    const name = 'Mastering Indexing for Perfect Query Matching';
+    const uploadDate = '2023-11-08T05:00:28-08:00';
+    const thumbnailUrl = 'https://i.ytimg.com/vi/XrJG994YxD8/maxresdefault.jpg';
+    const description = 'Learn more about indexes in Atlas Search';
+
+    it('returns valid structured data with description', () => {
+      const videoObjectSd = new VideoObjectSd({ embedUrl, name, uploadDate, thumbnailUrl, description });
+      expect(videoObjectSd.isValid()).toBeTruthy();
+      expect(videoObjectSd).toMatchSnapshot();
+    });
+
+    it('returns valid structured data without description', () => {
+      const videoObjectSd = new VideoObjectSd({ embedUrl, name, uploadDate, thumbnailUrl });
+      expect(videoObjectSd.isValid()).toBeTruthy();
+      expect(videoObjectSd).toMatchSnapshot();
+    });
+
+    it('returns invalid structured data with missing name field', () => {
+      const videoObjectSd = new VideoObjectSd({ embedUrl, uploadDate, thumbnailUrl, description });
+      expect(videoObjectSd.isValid()).toBeFalsy();
+    });
+  });
+});
diff --git a/tests/utils/data/how-to-structured-data.json b/tests/utils/data/how-to-structured-data.json
new file mode 100644
index 000000000..0448552dd
--- /dev/null
+++ b/tests/utils/data/how-to-structured-data.json
@@ -0,0 +1,1020 @@
+[
+  {
+    "type": "directive",
+    "children": [
+      {
+        "type": "section",
+        "children": [
+          {
+            "type": "heading",
+            "children": [
+              {
+                "type": "text",
+                "value": "In "
+              },
+              {
+                "type": "substitution_reference",
+                "children": [
+                  {
+                    "type": "text",
+                    "value": "Atlas"
+                  }
+                ],
+                "name": "service"
+              },
+              {
+                "type": "text",
+                "value": ", go to your federated database instance for your project."
+              }
+            ],
+            "id": "in---go-to-your-federated-database-instance-for-your-project."
+          },
+          {
+            "type": "list",
+            "children": [
+              {
+                "type": "listItem",
+                "children": [
+                  {
+                    "type": "paragraph",
+                    "children": [
+                      {
+                        "type": "text",
+                        "value": "If it's not already displayed, select the\norganization that contains your project from the\n"
+                      },
+                      {
+                        "type": "substitution_reference",
+                        "children": [
+                          {
+                            "type": "role",
+                            "children": [],
+                            "domain": "",
+                            "name": "icon-mms",
+                            "target": "office",
+                            "flag": ""
+                          },
+                          {
+                            "type": "text",
+                            "value": " "
+                          },
+                          {
+                            "type": "role",
+                            "children": [
+                              {
+                                "type": "text",
+                                "value": "Organizations"
+                              }
+                            ],
+                            "domain": "",
+                            "name": "guilabel",
+                            "target": "",
+                            "flag": ""
+                          },
+                          {
+                            "type": "text",
+                            "value": " menu"
+                          }
+                        ],
+                        "name": "ui-org-menu"
+                      },
+                      {
+                        "type": "text",
+                        "value": " in the navigation bar."
+                      }
+                    ]
+                  }
+                ]
+              },
+              {
+                "type": "listItem",
+                "children": [
+                  {
+                    "type": "paragraph",
+                    "children": [
+                      {
+                        "type": "text",
+                        "value": "If it's not already displayed, select your project\nfrom the "
+                      },
+                      {
+                        "type": "role",
+                        "children": [
+                          {
+                            "type": "text",
+                            "value": "Projects"
+                          }
+                        ],
+                        "domain": "",
+                        "name": "guilabel",
+                        "target": "",
+                        "flag": ""
+                      },
+                      {
+                        "type": "text",
+                        "value": " menu in the navigation bar."
+                      }
+                    ]
+                  }
+                ]
+              },
+              {
+                "type": "listItem",
+                "children": [
+                  {
+                    "type": "paragraph",
+                    "children": [
+                      {
+                        "type": "text",
+                        "value": "In the sidebar, click "
+                      },
+                      {
+                        "type": "role",
+                        "children": [
+                          {
+                            "type": "text",
+                            "value": "Data Federation"
+                          }
+                        ],
+                        "domain": "",
+                        "name": "guilabel",
+                        "target": "",
+                        "flag": ""
+                      },
+                      {
+                        "type": "text",
+                        "value": " under\nthe "
+                      },
+                      {
+                        "type": "role",
+                        "children": [
+                          {
+                            "type": "text",
+                            "value": "Services"
+                          }
+                        ],
+                        "domain": "",
+                        "name": "guilabel",
+                        "target": "",
+                        "flag": ""
+                      },
+                      {
+                        "type": "text",
+                        "value": " heading."
+                      }
+                    ]
+                  },
+                  {
+                    "type": "paragraph",
+                    "children": [
+                      {
+                        "type": "text",
+                        "value": "The "
+                      },
+                      {
+                        "type": "reference",
+                        "children": [
+                          {
+                            "type": "text",
+                            "value": "Data Federation"
+                          }
+                        ],
+                        "refuri": "https://cloud.mongodb.com/go?l=https%3A%2F%2Fcloud.mongodb.com%2Fv2%2F%3Cproject%3E%23%2FdataFederation"
+                      },
+                      {
+                        "type": "text",
+                        "value": " page displays."
+                      }
+                    ]
+                  }
+                ]
+              }
+            ],
+            "enumtype": "loweralpha"
+          }
+        ]
+      }
+    ],
+    "domain": "mongodb",
+    "name": "step",
+    "argument": [
+      {
+        "type": "text",
+        "position": {
+          "start": {
+            "line": 0
+          }
+        },
+        "value": "In "
+      },
+      {
+        "type": "substitution_reference",
+        "position": {
+          "start": {
+            "line": 0
+          }
+        },
+        "children": [
+          {
+            "type": "text",
+            "position": {
+              "start": {
+                "line": 0
+              }
+            },
+            "value": "Atlas"
+          }
+        ],
+        "name": "service"
+      },
+      {
+        "type": "text",
+        "position": {
+          "start": {
+            "line": 0
+          }
+        },
+        "value": ", go to your federated database instance for your project."
+      }
+    ]
+  },
+  {
+    "type": "directive",
+    "children": [
+      {
+        "type": "section",
+        "children": [
+          {
+            "type": "heading",
+            "children": [
+              {
+                "type": "text",
+                "value": "Click "
+              },
+              {
+                "type": "role",
+                "children": [
+                  {
+                    "type": "text",
+                    "value": "Create Federated Database Instance"
+                  }
+                ],
+                "domain": "",
+                "name": "guilabel",
+                "target": "",
+                "flag": ""
+              },
+              {
+                "type": "text",
+                "value": "."
+              }
+            ],
+            "id": "click-create-federated-database-instance."
+          },
+          {
+            "type": "paragraph",
+            "children": [
+              {
+                "type": "text",
+                "value": "If you have an existing federated database instance, instead click\n"
+              },
+              {
+                "type": "role",
+                "children": [
+                  {
+                    "type": "text",
+                    "value": "Create Federated Database"
+                  }
+                ],
+                "domain": "",
+                "name": "guilabel",
+                "target": "",
+                "flag": ""
+              },
+              {
+                "type": "text",
+                "value": " in the\ntop right corner of the dashboard."
+              }
+            ]
+          }
+        ]
+      }
+    ],
+    "domain": "mongodb",
+    "name": "step",
+    "argument": [
+      {
+        "type": "text",
+        "position": {
+          "start": {
+            "line": 5
+          }
+        },
+        "value": "Click "
+      },
+      {
+        "type": "role",
+        "position": {
+          "start": {
+            "line": 5
+          }
+        },
+        "children": [
+          {
+            "type": "text",
+            "position": {
+              "start": {
+                "line": 5
+              }
+            },
+            "value": "Create Federated Database Instance"
+          }
+        ],
+        "domain": "",
+        "name": "guilabel",
+        "target": "",
+        "flag": ""
+      },
+      {
+        "type": "text",
+        "position": {
+          "start": {
+            "line": 5
+          }
+        },
+        "value": "."
+      }
+    ]
+  },
+  {
+    "type": "directive",
+    "children": [
+      {
+        "type": "section",
+        "children": [
+          {
+            "type": "heading",
+            "children": [
+              {
+                "type": "text",
+                "value": "Connect to a Data Source and add sample data to your federated database instance."
+              }
+            ],
+            "id": "connect-to-a-data-source-and-add-sample-data-to-your-federated-database-instance."
+          },
+          {
+            "type": "paragraph",
+            "children": [
+              {
+                "type": "text",
+                "value": "You can use a sample dataset to start exploring\nAtlas SQL through Atlas Data Federation without configuring a data source\nyourself. This tutorial references a specific sample dataset."
+              }
+            ]
+          },
+          {
+            "type": "directive",
+            "children": [
+              {
+                "type": "paragraph",
+                "children": [
+                  {
+                    "type": "text",
+                    "value": "To connect to your own data instead, click\n"
+                  },
+                  {
+                    "type": "role",
+                    "children": [
+                      {
+                        "type": "text",
+                        "value": "Add Data Sources"
+                      }
+                    ],
+                    "domain": "",
+                    "name": "guilabel",
+                    "target": "",
+                    "flag": ""
+                  },
+                  {
+                    "type": "text",
+                    "value": ". To learn more about\nconfiguring different types of data sources, see\n"
+                  },
+                  {
+                    "type": "ref_role",
+                    "children": [
+                      {
+                        "type": "text",
+                        "value": "Define Data Stores for a Federated Database Instance"
+                      }
+                    ],
+                    "domain": "std",
+                    "name": "label",
+                    "target": "config-adf",
+                    "flag": "",
+                    "fileid": ["data-federation/config/config-data-stores", "std-label-config-adf"]
+                  },
+                  {
+                    "type": "text",
+                    "value": "."
+                  }
+                ]
+              },
+              {
+                "type": "paragraph",
+                "children": [
+                  {
+                    "type": "text",
+                    "value": "If you want to configure data from a "
+                  },
+                  {
+                    "type": "substitution_reference",
+                    "children": [
+                      {
+                        "type": "text",
+                        "value": "Atlas"
+                      }
+                    ],
+                    "name": "service"
+                  },
+                  {
+                    "type": "text",
+                    "value": " cluster, you\nmust use MongoDB version 5.0 or greater for that cluster to\ntake advantage of Atlas SQL."
+                  }
+                ]
+              }
+            ],
+            "domain": "",
+            "name": "note",
+            "argument": []
+          },
+          {
+            "type": "list",
+            "children": [
+              {
+                "type": "listItem",
+                "children": [
+                  {
+                    "type": "paragraph",
+                    "children": [
+                      {
+                        "type": "text",
+                        "value": "Click "
+                      },
+                      {
+                        "type": "role",
+                        "children": [
+                          {
+                            "type": "text",
+                            "value": "Add Sample Data"
+                          }
+                        ],
+                        "domain": "",
+                        "name": "guilabel",
+                        "target": "",
+                        "flag": ""
+                      },
+                      {
+                        "type": "text",
+                        "value": "."
+                      }
+                    ]
+                  }
+                ]
+              },
+              {
+                "type": "listItem",
+                "children": [
+                  {
+                    "type": "paragraph",
+                    "children": [
+                      {
+                        "type": "text",
+                        "value": "Select "
+                      },
+                      {
+                        "type": "literal",
+                        "children": [
+                          {
+                            "type": "text",
+                            "value": "AWS S3"
+                          }
+                        ]
+                      },
+                      {
+                        "type": "text",
+                        "value": " from the "
+                      },
+                      {
+                        "type": "role",
+                        "children": [
+                          {
+                            "type": "text",
+                            "value": "Filter"
+                          }
+                        ],
+                        "domain": "",
+                        "name": "guilabel",
+                        "target": "",
+                        "flag": ""
+                      },
+                      {
+                        "type": "text",
+                        "value": " dropdown if it\nisn't selected already."
+                      }
+                    ]
+                  }
+                ]
+              },
+              {
+                "type": "listItem",
+                "children": [
+                  {
+                    "type": "paragraph",
+                    "children": [
+                      {
+                        "type": "text",
+                        "value": "Expand the "
+                      },
+                      {
+                        "type": "substitution_reference",
+                        "children": [
+                          {
+                            "type": "role",
+                            "children": [
+                              {
+                                "type": "text",
+                                "value": "S3 (Simple Storage Service)"
+                              }
+                            ],
+                            "domain": "",
+                            "name": "abbr",
+                            "target": "",
+                            "flag": ""
+                          }
+                        ],
+                        "name": "s3"
+                      },
+                      {
+                        "type": "text",
+                        "value": " store "
+                      },
+                      {
+                        "type": "literal",
+                        "children": [
+                          {
+                            "type": "text",
+                            "value": "sample-data-atlas-data-lake"
+                          }
+                        ]
+                      },
+                      {
+                        "type": "text",
+                        "value": "\nif it isn't expanded already."
+                      }
+                    ]
+                  }
+                ]
+              }
+            ],
+            "enumtype": "loweralpha"
+          },
+          {
+            "type": "paragraph",
+            "children": [
+              {
+                "type": "text",
+                "value": "For this tutorial, configure your federated database instance as follows using the\n"
+              },
+              {
+                "type": "role",
+                "children": [
+                  {
+                    "type": "text",
+                    "value": "Federated Database Instance"
+                  }
+                ],
+                "domain": "",
+                "name": "guilabel",
+                "target": "",
+                "flag": ""
+              },
+              {
+                "type": "text",
+                "value": " panel:"
+              }
+            ]
+          },
+          {
+            "type": "directive",
+            "children": [
+              {
+                "type": "directive",
+                "children": [
+                  {
+                    "type": "section",
+                    "children": [
+                      {
+                        "type": "heading",
+                        "children": [
+                          {
+                            "type": "text",
+                            "value": "Rename the default collection."
+                          }
+                        ],
+                        "id": "rename-the-default-collection."
+                      },
+                      {
+                        "type": "paragraph",
+                        "children": [
+                          {
+                            "type": "text",
+                            "value": "Click "
+                          },
+                          {
+                            "type": "role",
+                            "children": [],
+                            "domain": "",
+                            "name": "icon-fa4",
+                            "target": "pencil",
+                            "flag": ""
+                          },
+                          {
+                            "type": "text",
+                            "value": " next to the default collection\n"
+                          },
+                          {
+                            "type": "literal",
+                            "children": [
+                              {
+                                "type": "text",
+                                "value": "VirtualCollection0"
+                              }
+                            ]
+                          },
+                          {
+                            "type": "text",
+                            "value": " to edit its name. For this tutorial,\nrename your collection "
+                          },
+                          {
+                            "type": "literal",
+                            "children": [
+                              {
+                                "type": "text",
+                                "value": "Sessions"
+                              }
+                            ]
+                          },
+                          {
+                            "type": "text",
+                            "value": "."
+                          }
+                        ]
+                      }
+                    ]
+                  }
+                ],
+                "domain": "mongodb",
+                "name": "step",
+                "argument": [
+                  {
+                    "type": "text",
+                    "position": {
+                      "start": {
+                        "line": 42
+                      }
+                    },
+                    "value": "Rename the default collection."
+                  }
+                ]
+              },
+              {
+                "type": "directive",
+                "children": [
+                  {
+                    "type": "section",
+                    "children": [
+                      {
+                        "type": "heading",
+                        "children": [
+                          {
+                            "type": "text",
+                            "value": "Create a second collection."
+                          }
+                        ],
+                        "id": "create-a-second-collection."
+                      },
+                      {
+                        "type": "paragraph",
+                        "children": [
+                          {
+                            "type": "text",
+                            "value": "Click "
+                          },
+                          {
+                            "type": "role",
+                            "children": [],
+                            "domain": "",
+                            "name": "icon-fa4",
+                            "target": "plus-square",
+                            "flag": ""
+                          },
+                          {
+                            "type": "text",
+                            "value": " next to the default name\n"
+                          },
+                          {
+                            "type": "literal",
+                            "children": [
+                              {
+                                "type": "text",
+                                "value": "VirtualDatabase0"
+                              }
+                            ]
+                          },
+                          {
+                            "type": "text",
+                            "value": " to add a collection to the database.\nFor this tutorial, name your new collection "
+                          },
+                          {
+                            "type": "literal",
+                            "children": [
+                              {
+                                "type": "text",
+                                "value": "Users"
+                              }
+                            ]
+                          },
+                          {
+                            "type": "text",
+                            "value": "."
+                          }
+                        ]
+                      }
+                    ]
+                  }
+                ],
+                "domain": "mongodb",
+                "name": "step",
+                "argument": [
+                  {
+                    "type": "text",
+                    "position": {
+                      "start": {
+                        "line": 48
+                      }
+                    },
+                    "value": "Create a second collection."
+                  }
+                ]
+              },
+              {
+                "type": "directive",
+                "children": [
+                  {
+                    "type": "section",
+                    "children": [
+                      {
+                        "type": "heading",
+                        "children": [
+                          {
+                            "type": "text",
+                            "value": "Add data to your virtual database."
+                          }
+                        ],
+                        "id": "add-data-to-your-virtual-database."
+                      },
+                      {
+                        "type": "paragraph",
+                        "children": [
+                          {
+                            "type": "text",
+                            "value": "Drag and drop the following data sources into the\nrespective federated database instance virtual collections:"
+                          }
+                        ]
+                      },
+                      {
+                        "type": "list",
+                        "children": [
+                          {
+                            "type": "listItem",
+                            "children": [
+                              {
+                                "type": "paragraph",
+                                "children": [
+                                  {
+                                    "type": "literal",
+                                    "children": [
+                                      {
+                                        "type": "text",
+                                        "value": "/mflix/sessions.json"
+                                      }
+                                    ]
+                                  },
+                                  {
+                                    "type": "text",
+                                    "value": ", into the "
+                                  },
+                                  {
+                                    "type": "literal",
+                                    "children": [
+                                      {
+                                        "type": "text",
+                                        "value": "Sessions"
+                                      }
+                                    ]
+                                  },
+                                  {
+                                    "type": "text",
+                                    "value": "\ncollection, and"
+                                  }
+                                ]
+                              }
+                            ]
+                          },
+                          {
+                            "type": "listItem",
+                            "children": [
+                              {
+                                "type": "paragraph",
+                                "children": [
+                                  {
+                                    "type": "literal",
+                                    "children": [
+                                      {
+                                        "type": "text",
+                                        "value": "/mflix/users.json"
+                                      }
+                                    ]
+                                  },
+                                  {
+                                    "type": "text",
+                                    "value": " into the "
+                                  },
+                                  {
+                                    "type": "literal",
+                                    "children": [
+                                      {
+                                        "type": "text",
+                                        "value": "Users"
+                                      }
+                                    ]
+                                  },
+                                  {
+                                    "type": "text",
+                                    "value": " collection."
+                                  }
+                                ]
+                              }
+                            ]
+                          }
+                        ],
+                        "enumtype": "unordered"
+                      }
+                    ]
+                  }
+                ],
+                "domain": "mongodb",
+                "name": "step",
+                "argument": [
+                  {
+                    "type": "text",
+                    "position": {
+                      "start": {
+                        "line": 54
+                      }
+                    },
+                    "value": "Add data to your virtual database."
+                  }
+                ]
+              }
+            ],
+            "domain": "mongodb",
+            "name": "procedure",
+            "argument": [],
+            "options": {
+              "style": "normal"
+            }
+          }
+        ]
+      }
+    ],
+    "domain": "mongodb",
+    "name": "step",
+    "argument": [
+      {
+        "type": "text",
+        "position": {
+          "start": {
+            "line": 11
+          }
+        },
+        "value": "Connect to a Data Source and add sample data to your federated database instance."
+      }
+    ]
+  },
+  {
+    "type": "directive",
+    "children": [
+      {
+        "type": "section",
+        "children": [
+          {
+            "type": "heading",
+            "children": [
+              {
+                "type": "text",
+                "value": "Click "
+              },
+              {
+                "type": "role",
+                "children": [
+                  {
+                    "type": "text",
+                    "value": "Save"
+                  }
+                ],
+                "domain": "",
+                "name": "guilabel",
+                "target": "",
+                "flag": ""
+              },
+              {
+                "type": "text",
+                "value": "."
+              }
+            ],
+            "id": "click-save."
+          },
+          {
+            "type": "paragraph",
+            "children": [
+              {
+                "type": "text",
+                "value": "Your federated database instance appears on the "
+              },
+              {
+                "type": "role",
+                "children": [
+                  {
+                    "type": "text",
+                    "value": "Data Federation"
+                  }
+                ],
+                "domain": "",
+                "name": "guilabel",
+                "target": "",
+                "flag": ""
+              },
+              {
+                "type": "text",
+                "value": " page."
+              }
+            ]
+          }
+        ]
+      }
+    ],
+    "domain": "mongodb",
+    "name": "step",
+    "argument": [
+      {
+        "type": "text",
+        "position": {
+          "start": {
+            "line": 63
+          }
+        },
+        "value": "Click "
+      },
+      {
+        "type": "role",
+        "position": {
+          "start": {
+            "line": 63
+          }
+        },
+        "children": [
+          {
+            "type": "text",
+            "position": {
+              "start": {
+                "line": 63
+              }
+            },
+            "value": "Save"
+          }
+        ],
+        "domain": "",
+        "name": "guilabel",
+        "target": "",
+        "flag": ""
+      },
+      {
+        "type": "text",
+        "position": {
+          "start": {
+            "line": 63
+          }
+        },
+        "value": "."
+      }
+    ]
+  }
+]