AEO works with existing HubSpot content mostly by improving the pages you've already published, at the URLs they already have. For AI Overviews and AI Mode, Google sets no page requirements beyond ordinary search eligibility, plus one site-level setting in Search Console. So the work usually starts with the content you have. You choose the buyer questions that matter, find the existing page that should answer each one, strengthen that answer, and merge posts that cover the same ground. HubSpot then gives you a way to watch whether your brand and your pages show up in answers.
\n","summary":"AEO works with existing HubSpot content mostly by improving published pages at their current URLs: choose the buyer questions, find the existing page that should answer each, strengthen it, merge posts that answer the same question with permanent redirects, check crawler access, and measure with HubSpot's AEO tool and Search Console.","publishedAt":"2026-04-11T14:15:04.979","verifiedAt":"2026-09-14T00:00:00","editorialStatus":"APPROVED","lastReviewedAt":"2026-10-10T05:10:35.47","nextReviewDueAt":"2026-12-14T00:00:00","templateVersion":"v2","aliases":["How do I optimize existing HubSpot content for AI search?","Can you do AEO on a HubSpot site without rebuilding it?","How do you retrofit old HubSpot blog posts for answer engines?","What does HubSpot's AEO tool do for existing content?","HubSpot AEO for existing blog posts"],"confidenceScore":74,"confidenceLabel":"Medium","canonicalUrl":null},"contributor":{"id":"ec39deab-44fe-48d8-9029-fefe993ab85a","slug":"answer-stack","displayName":"AnswerStack","websiteUrl":null},"contributorOrganizationProfile":null,"contributorPerson":null,"sections":[{"id":"b83a92bb-7785-44ce-a779-ab8187f96aec","sectionKey":"what_google_requires_of_a_page_you_ve_already_published","sectionType":"markdown_section","heading":"What Google requires of a page you've already published","introMarkdown":"Google's [guide to generative AI search](https://developers.google.com/search/docs/fundamentals/ai-optimization-guide) starts from ordinary search eligibility. A page must be indexed and able to appear in Google Search with a snippet. The site must also be included in generative AI features in Search Console. Google's [help page for that control](https://support.google.com/webmasters/answer/16908024?hl=en) says inclusion is the default, and a property with a parent inherits the parent's choice. The guide also lists what you can skip for Google Search: llms.txt and other special files, breaking content into small chunks, rewriting in a style meant for AI, and any special schema markup.\n\nSo a HubSpot site doesn't need a parallel set of AI pages for Google. A post that already meets those conditions is eligible as it stands, though Google says plainly that indexing and serving aren't guaranteed.\n\nOther engines have their own access rules, and that's a check we'd make on an older site. OpenAI's [crawler documentation](https://developers.openai.com/api/docs/bots) says OAI-SearchBot is what surfaces sites in ChatGPT's search features, and GPTBot collects content that may be used for training. The two settings are independent, so a site can allow one and disallow the other. If someone once added a broad rule to your robots.txt file to keep AI crawlers away from training data, read it again and see whether it also blocks the search crawler.","introHtml":"Google's guide to generative AI search starts from ordinary search eligibility. A page must be indexed and able to appear in Google Search with a snippet. The site must also be included in generative AI features in Search Console. Google's help page for that control says inclusion is the default, and a property with a parent inherits the parent's choice. The guide also lists what you can skip for Google Search: llms.txt and other special files, breaking content into small chunks, rewriting in a style meant for AI, and any special schema markup.
\nSo a HubSpot site doesn't need a parallel set of AI pages for Google. A post that already meets those conditions is eligible as it stands, though Google says plainly that indexing and serving aren't guaranteed.
\nOther engines have their own access rules, and that's a check we'd make on an older site. OpenAI's crawler documentation says OAI-SearchBot is what surfaces sites in ChatGPT's search features, and GPTBot collects content that may be used for training. The two settings are independent, so a site can allow one and disallow the other. If someone once added a broad rule to your robots.txt file to keep AI crawlers away from training data, read it again and see whether it also blocks the search crawler.
\n","outroMarkdown":null,"outroHtml":null,"contentJson":[],"configJson":{},"noteMarkdown":null,"noteHtml":null,"sortOrder":10},{"id":"2041b8e7-bd6a-4a5f-b007-aff216830397","sectionKey":"start_with_the_questions_then_look_for_the_page_you_already_have","sectionType":"markdown_section","heading":"Start with the questions, then look for the page you already have","introMarkdown":"The useful first step doesn't happen on the pages. It's deciding which questions you want to be the cited answer for. Lean Labs, a HubSpot agency, describes [its AEO process](https://www.leanlabs.com/solutions/answer-engine-optimization-agency) as starting there. It builds a managed question set from HubSpot sales calls, CRM insights, Search Console demand and competitor prompts, and then writes the answers in HubSpot. If your team logs calls and deal notes in HubSpot, part of that material is already in your account.\n\nWith the list in hand, match each question to a page you've already published before you plan a new one. A blog that has run for several years has often touched the same question more than once, in posts written years apart.\n\nSuppose buyers keep asking how long implementation takes for a team of about 50. Suppose your blog has three posts written to answer that same question, from 2021, 2023 and 2024, and none of them states a number. The 2023 post is the most complete of the three and also gets the most search traffic. In that case you'd keep the 2023 URL, put a direct answer near the top, add the figure your customer success team can stand behind, and say what it's based on. You'd bring over anything from the other two posts that's still true, then retire those two and redirect them to the one you kept.\n\nYou'd then have one complete page where there were three partial ones, at an address search engines already know.","introHtml":"The useful first step doesn't happen on the pages. It's deciding which questions you want to be the cited answer for. Lean Labs, a HubSpot agency, describes its AEO process as starting there. It builds a managed question set from HubSpot sales calls, CRM insights, Search Console demand and competitor prompts, and then writes the answers in HubSpot. If your team logs calls and deal notes in HubSpot, part of that material is already in your account.
\nWith the list in hand, match each question to a page you've already published before you plan a new one. A blog that has run for several years has often touched the same question more than once, in posts written years apart.
\nSuppose buyers keep asking how long implementation takes for a team of about 50. Suppose your blog has three posts written to answer that same question, from 2021, 2023 and 2024, and none of them states a number. The 2023 post is the most complete of the three and also gets the most search traffic. In that case you'd keep the 2023 URL, put a direct answer near the top, add the figure your customer success team can stand behind, and say what it's based on. You'd bring over anything from the other two posts that's still true, then retire those two and redirect them to the one you kept.
\nYou'd then have one complete page where there were three partial ones, at an address search engines already know.
\n","outroMarkdown":null,"outroHtml":null,"contentJson":[],"configJson":{},"noteMarkdown":null,"noteHtml":null,"sortOrder":20},{"id":"19a2c5f9-99ac-41c7-b90e-237529981edb","sectionKey":"improve_in_place_before_you_add_urls","sectionType":"markdown_section","heading":"Improve in place before you add URLs","introMarkdown":"It's tempting to do the opposite and publish a short new page for every phrasing of every question. Google's guide warns against that. It says creating separate content for each variation of a search, mainly to influence rankings or AI responses, violates its scaled content abuse policy. It adds that its systems can match a page to a query when the wording differs. One strong page can serve several phrasings.\n\nThe same guide suggests reducing duplicate content where you have time, and merging posts that answer the same question is one way to do it. When you merge, the retired URLs need somewhere to go. Google's [guidance on changing URLs](https://developers.google.com/search/docs/crawling-indexing/site-move-with-url-changes) recommends server-side permanent redirects, such as a 301 or 308. It says to point each old address straight at its final destination, because chains of redirects add delay. It also advises against sending many old URLs to one unrelated page such as the homepage, which can be treated as a soft 404. Once the redirects are live, update the internal links that pointed to the retired posts so they go to the surviving page directly.\n\nA redirect tells a search engine where the content went. It doesn't promise that the combined page keeps every ranking the old ones had. So merge posts only when they answer the same question for the same reader, and choose the survivor by how well it answers, with traffic as one input. Posts that share a keyword but do different jobs should stay separate.\n\nA new page makes sense when the question list turns up something no existing page answers. It also makes sense when the only match is a page built for a different job, such as a product page that shouldn't turn into an essay. For the writing itself, see [FAQ content that AI answer engines will quote](https://www.answerstack.io/q/how-to-write-faq-content-ai-answer-engines-will-quote).","introHtml":"It's tempting to do the opposite and publish a short new page for every phrasing of every question. Google's guide warns against that. It says creating separate content for each variation of a search, mainly to influence rankings or AI responses, violates its scaled content abuse policy. It adds that its systems can match a page to a query when the wording differs. One strong page can serve several phrasings.
\nThe same guide suggests reducing duplicate content where you have time, and merging posts that answer the same question is one way to do it. When you merge, the retired URLs need somewhere to go. Google's guidance on changing URLs recommends server-side permanent redirects, such as a 301 or 308. It says to point each old address straight at its final destination, because chains of redirects add delay. It also advises against sending many old URLs to one unrelated page such as the homepage, which can be treated as a soft 404. Once the redirects are live, update the internal links that pointed to the retired posts so they go to the surviving page directly.
\nA redirect tells a search engine where the content went. It doesn't promise that the combined page keeps every ranking the old ones had. So merge posts only when they answer the same question for the same reader, and choose the survivor by how well it answers, with traffic as one input. Posts that share a keyword but do different jobs should stay separate.
\nA new page makes sense when the question list turns up something no existing page answers. It also makes sense when the only match is a page built for a different job, such as a product page that shouldn't turn into an essay. For the writing itself, see FAQ content that AI answer engines will quote.
\n","outroMarkdown":null,"outroHtml":null,"contentJson":[],"configJson":{},"noteMarkdown":null,"noteHtml":null,"sortOrder":30},{"id":"663d69b5-8c46-4532-ae7e-4eef9971dd0a","sectionKey":"what_hubspot_s_own_settings_add","sectionType":"markdown_section","heading":"What HubSpot's own settings add","introMarkdown":"HubSpot's blog settings include a structured data switch. [HubSpot's documentation](https://knowledge.hubspot.com/blog/manage-your-blog-template-and-settings) says it turns on the BlogPosting schema type to support article rich results in search engines, and that it's on by default for blogs created after August 4, 2022. If your blog is older than that, check whether the switch is on. HubSpot also warns against turning it on where custom schema already exists, because duplicate schema can cause problems in search engines. So look at what your templates already output first.\n\nGoogle doesn't treat that markup as a condition for AI answers. Its guide says structured data isn't required for generative AI search, though it still helps with eligibility for rich results. Its [page on AI features](https://developers.google.com/search/docs/appearance/ai-features) adds that structured data should match the visible text on the page. So the switch is worth a look on an older blog, and the improved answer is still what gives an engine something to cite. We look at this more closely in [the role of structured data in AEO](https://www.answerstack.io/q/structured-data-role-in-aeo).\n\nHubSpot's [content guidance for AI](https://knowledge.hubspot.com/ai/optimize-content-and-improve-brand-visibility-for-ai) has formatting advice that suits an edit of an old post. It recommends clear headings for each section, tables for comparisons, written descriptions as the main source of information with images in support, and specific alt text. Those changes also help a person reading the post, which is a reasonable test for any edit made in the name of AEO.","introHtml":"HubSpot's blog settings include a structured data switch. HubSpot's documentation says it turns on the BlogPosting schema type to support article rich results in search engines, and that it's on by default for blogs created after August 4, 2022. If your blog is older than that, check whether the switch is on. HubSpot also warns against turning it on where custom schema already exists, because duplicate schema can cause problems in search engines. So look at what your templates already output first.
\nGoogle doesn't treat that markup as a condition for AI answers. Its guide says structured data isn't required for generative AI search, though it still helps with eligibility for rich results. Its page on AI features adds that structured data should match the visible text on the page. So the switch is worth a look on an older blog, and the improved answer is still what gives an engine something to cite. We look at this more closely in the role of structured data in AEO.
\nHubSpot's content guidance for AI has formatting advice that suits an edit of an old post. It recommends clear headings for each section, tables for comparisons, written descriptions as the main source of information with images in support, and specific alt text. Those changes also help a person reading the post, which is a reasonable test for any edit made in the name of AEO.
\n","outroMarkdown":null,"outroHtml":null,"contentJson":[],"configJson":{},"noteMarkdown":null,"noteHtml":null,"sortOrder":40},{"id":"f48b0464-7e51-48e9-b17a-9f82bd1fc845","sectionKey":"measuring_the_change_inside_hubspot","sectionType":"markdown_section","heading":"Measuring the change inside HubSpot","introMarkdown":"HubSpot has an AEO tool for measuring the result, which it labels beta. [Its documentation](https://knowledge.hubspot.com/seo/set-up-and-analyze-ai-visibility) says the tool comes with Marketing Hub Professional or Enterprise, or as a standalone AEO subscription. It runs a set of tracked prompts against ChatGPT, Gemini and Perplexity every day.\n\nHubSpot counts mentions and citations separately. Brand visibility is how often your brand is mentioned across the prompts you track, and a source can be cited without your brand being named. When the work is on your own pages, we'd read the citation reports alongside the mention figures. One of them compares how often engines cite your domain against competitors' domains. That figure covers the whole domain, so it can't credit a change to one edited page.\n\nHubSpot recommends tracking before and after a change, and reviewing results across multiple days or weeks, since responses shift over time. So set up the prompts and record the baseline before you edit the implementation post.\n\nThe prompts are a sample you chose, so the results describe those prompts and not everything buyers ask. Google's AI Overviews and AI Mode also aren't on the tool's list of supported engines. For those, Search Console's [generative AI performance report](https://support.google.com/webmasters/answer/16984139?hl=en) shows impressions by page, where an impression means a link to your site was shown in one of Google's generative AI features.","introHtml":"HubSpot has an AEO tool for measuring the result, which it labels beta. Its documentation says the tool comes with Marketing Hub Professional or Enterprise, or as a standalone AEO subscription. It runs a set of tracked prompts against ChatGPT, Gemini and Perplexity every day.
\nHubSpot counts mentions and citations separately. Brand visibility is how often your brand is mentioned across the prompts you track, and a source can be cited without your brand being named. When the work is on your own pages, we'd read the citation reports alongside the mention figures. One of them compares how often engines cite your domain against competitors' domains. That figure covers the whole domain, so it can't credit a change to one edited page.
\nHubSpot recommends tracking before and after a change, and reviewing results across multiple days or weeks, since responses shift over time. So set up the prompts and record the baseline before you edit the implementation post.
\nThe prompts are a sample you chose, so the results describe those prompts and not everything buyers ask. Google's AI Overviews and AI Mode also aren't on the tool's list of supported engines. For those, Search Console's generative AI performance report shows impressions by page, where an impression means a link to your site was shown in one of Google's generative AI features.
\n","outroMarkdown":null,"outroHtml":null,"contentJson":[],"configJson":{},"noteMarkdown":null,"noteHtml":null,"sortOrder":50},{"id":"2c1c8f9e-a90e-45cc-8a3a-a12569703159","sectionKey":"what_each_report_tells_you","sectionType":"table_section","heading":"What each report tells you","introMarkdown":null,"introHtml":null,"outroMarkdown":null,"outroHtml":null,"contentJson":{"rows":[{"cells":["HubSpot AEO","Brand mentions and cited sources for your tracked prompts","Prompts you don't track, and Google's AI Overviews and AI Mode"]},{"cells":["Search Console generative AI performance report","Impressions in Google's generative AI search features, by page, country, date and device","What happened after the link was shown"]},{"cells":["HubSpot contact and deal records","Which visitors became contacts and deals","Whether an AI answer was where the buyer first saw you"]}],"columns":["Report","What it shows","What it leaves out"]},"configJson":{},"noteMarkdown":null,"noteHtml":null,"sortOrder":60},{"id":"89b890e2-bb1b-4b35-b68f-71f5383b5b6c","sectionKey":"keep_visibility_visits_and_crm_results_apart","sectionType":"markdown_section","heading":"Keep visibility, visits and CRM results apart","introMarkdown":"Neither visibility report says whether the improved page brought in business. Lean Labs describes its own reporting in three layers: mentions, citations and prompt coverage first, AI referral traffic and engaged visits second, and contacts, deals and pipeline third. If you run your CRM in HubSpot, that third layer sits in the same account as the content.\n\nWe'd report the three separately for each page you improve. For the implementation post, that's the page's impressions in Search Console and your domain's citations for the tracked prompts, then the visits the page received, then the contacts and deals that followed. Our answer on [tracking traffic from AI answer engines](https://www.answerstack.io/q/how-to-track-traffic-from-ai-answer-engines) covers the middle figure.\n\nKeeping them apart lets you see what moved after the edit and what didn't. A single blended score would hide whether a rise came from more citations, more visits or more deals.","introHtml":"Neither visibility report says whether the improved page brought in business. Lean Labs describes its own reporting in three layers: mentions, citations and prompt coverage first, AI referral traffic and engaged visits second, and contacts, deals and pipeline third. If you run your CRM in HubSpot, that third layer sits in the same account as the content.
\nWe'd report the three separately for each page you improve. For the implementation post, that's the page's impressions in Search Console and your domain's citations for the tracked prompts, then the visits the page received, then the contacts and deals that followed. Our answer on tracking traffic from AI answer engines covers the middle figure.
\nKeeping them apart lets you see what moved after the edit and what didn't. A single blended score would hide whether a rise came from more citations, more visits or more deals.
\n","outroMarkdown":null,"outroHtml":null,"contentJson":[],"configJson":{},"noteMarkdown":null,"noteHtml":null,"sortOrder":70}],"citations":[{"title":"Set up and analyze AEO","url":"https://knowledge.hubspot.com/seo/set-up-and-analyze-ai-visibility","excerpt":null,"quoteText":"AEO runs tracked prompts daily. Because responses change over time, review performance across multiple days or weeks before evaluating trends.","sourceRole":"PRIMARY","verifiedAt":"2026-09-14T00:00:00","supportsText":"HubSpot AEO tracks ChatGPT, Gemini, and Perplexity; brand visibility and share of voice definitions; caps of 25 daily prompts and 2,500 monthly answers on the standalone subscription and Marketing Hub Professional, 50 and 5,000 on Enterprise; one owned domain per setup; the instruction to review per","domain":"knowledge.hubspot.com","publisherName":"HubSpot Knowledge Base"},{"title":"Optimize content and improve brand visibility for AI","url":"https://knowledge.hubspot.com/ai/optimize-content-and-improve-brand-visibility-for-ai","excerpt":null,"quoteText":"Repeat an AEO audit on a regular basis to analyze the affect of your changes on AEO. For example, you may want to do an audit cycle every 3 months.","sourceRole":"PRIMARY","verifiedAt":"2026-09-14T00:00:00","supportsText":"The audit, set up, optimize, refine sequence and the suggested three-month audit cycle; the AEO grader as the recommended starting point; tier gates for Breeze Assistant (Starter, Professional, Enterprise), brand voice and identity (Professional or Enterprise), Content Remix (Content Hub Professiona","domain":"knowledge.hubspot.com","publisherName":"HubSpot Knowledge Base"},{"title":"Introducing HubSpot AEO: The answer to showing up in AI search engines","url":"https://ir.hubspot.com/news-releases/news-release-details/introducing-hubspot-aeo-answer-showing-ai-search-engines","excerpt":null,"quoteText":"The ability to act on recommendations directly inside the tool is coming later this year.","sourceRole":"SUPPORTING","verifiedAt":"2026-09-14T00:00:00","supportsText":"HubSpot's own announcement, April 14, 2026: the $50/month standalone price with no plan required, inclusion in Marketing Hub Professional and Enterprise, beta status, and acting on recommendations inside the tool arriving later in 2026. Also the source of the 27% year-over-year organic traffic decli","domain":"ir.hubspot.com","publisherName":"HubSpot Investor Relations"},{"title":"AI Search Grader","url":"https://www.hubspot.com/ai-search-grader","excerpt":null,"quoteText":"There is no cost to run an AI Search Grader analysis.","sourceRole":"SUPPORTING","verifiedAt":"2026-09-14T00:00:00","supportsText":"HubSpot's product page for the free grader the knowledge base calls the AEO grader: no cost, no account required, and a composite score out of 100 across sentiment, presence quality, brand recognition, share of voice, and market competition. It reports brand perception in the engines and does not as","domain":"hubspot.com","publisherName":"HubSpot"},{"title":"Manage blog settings","url":"https://knowledge.hubspot.com/blog/manage-your-blog-template-and-settings","excerpt":null,"quoteText":"Please note: avoid enabling structured data if custom schema already exists. Duplicate schema may cause issues in search engines.","sourceRole":"PRIMARY","verifiedAt":"2026-09-14T00:00:00","supportsText":"The Structured Data toggle that applies BlogPosting schema to a blog and its purpose for article rich results; the default-on behavior for blogs created after Aug. 4, 2022; HubSpot's warning against enabling it where custom schema already exists.","domain":"knowledge.hubspot.com","publisherName":"HubSpot Knowledge Base"},{"title":"Use code snippets with HubSpot content","url":"https://knowledge.hubspot.com/website-and-landing-pages/use-code-snippets-with-hubspot-content","excerpt":null,"quoteText":"the footer HTML field is not available for blog posts or knowledge base articles","sourceRole":"PRIMARY","verifiedAt":"2026-09-14T00:00:00","supportsText":"Head HTML available per page, blog post, and knowledge base article in the content editor's advanced settings; Site Header HTML at the domain level; footer HTML unavailable for blog posts and knowledge base articles; availability across all products and plans.","domain":"knowledge.hubspot.com","publisherName":"HubSpot Knowledge Base"},{"title":"How to Use Structured Data (Schema Markup) in HubSpot to Improve SEO","url":"https://developers.hubspot.com/blog/how-to-use-structured-data-schema-markup-in-hubspot-to-improve-seo","excerpt":null,"quoteText":"This tag will take anything placed inside of it and move it into our element, which is where our JSON-LD code needs to be.","sourceRole":"PRIMARY","verifiedAt":"2026-09-14T00:00:00","supportsText":"HubSpot's documented developer route for JSON-LD: the require_head HubL tag inside a template, population of schema values from HubSpot variables such as content.title and content.publish_date, and a custom module so editors can pick a schema type at publish time. Published May 31, 2022.","domain":"developers.hubspot.com","publisherName":"HubSpot Developers"},{"title":"Create and manage URL redirects","url":"https://knowledge.hubspot.com/domains-and-urls/create-and-manage-url-redirects","excerpt":null,"quoteText":"Permanent (301): redirect one page URL to another URL. This is the default selection for new redirects.","sourceRole":"PRIMARY","verifiedAt":"2026-09-14T00:00:00","supportsText":"The URL Redirects tab under Content > Domains & URLs; Permanent (301) as the default redirect type alongside Temporary (302) and Proxy (305); redirects working only for domains connected to and hosted in HubSpot; uneditable system redirects created automatically on URL change; subscription requireme","domain":"knowledge.hubspot.com","publisherName":"HubSpot"},{"title":"View and edit a HubSpot-hosted domain sitemap","url":"https://knowledge.hubspot.com/domains-and-urls/view-and-edit-a-hubspot-hosted-domain-sitemap","excerpt":null,"quoteText":"Hover over a page, and click Remove.","sourceRole":"PRIMARY","verifiedAt":"2026-09-14T00:00:00","supportsText":"The Sitemap tab under Content > Domains & URLs; adding a page with + Add a page and removing one by hovering and clicking Remove; Change frequency and Priority dropdowns per page; the absence of any automatic removal of retired URLs after a merge and of any llms.txt setting.","domain":"knowledge.hubspot.com","publisherName":"HubSpot Knowledge Base"},{"title":"Prevent content from appearing in search results (customize your robots.txt file)","url":"https://knowledge.hubspot.com/cos-general/customize-your-robots-txt-file","excerpt":null,"quoteText":"If you're using HubSpot's site search module, you will need to include HubSpotContentSearchBot as a separate user-agent.","sourceRole":"PRIMARY","verifiedAt":"2026-09-14T00:00:00","supportsText":"Where robots.txt is edited in HubSpot (settings, Content > Pages > SEO & Crawlers); user-agent and disallow editing; default settings for all domains with per-domain override; the HubSpotContentSearchBot requirement for HubSpot site search; the absence of any AI crawler name or llms.txt setting on t","domain":"knowledge.hubspot.com","publisherName":"HubSpot Knowledge Base"},{"title":"Understand SEO recommendations","url":"https://knowledge.hubspot.com/seo/understand-seo-recommendations","excerpt":null,"quoteText":"All products and plans","sourceRole":"PRIMARY","verifiedAt":"2026-09-14T00:00:00","supportsText":"Availability across all products and plans; the seven recommendation categories (accessibility, crawling and indexing, mobile experience, on-page SEO, performance, security, user experience); the absence of any answer-readiness or schema-presence check in that list.","domain":"knowledge.hubspot.com","publisherName":"HubSpot Knowledge Base"},{"title":"hubspot.com/llms.txt","url":"https://www.hubspot.com/llms.txt","excerpt":null,"quoteText":"HubSpot is an AI-native customer platform that unifies customer data, gives teams a complete view of every customer.","sourceRole":"PRIMARY","verifiedAt":"2026-09-14T00:00:00","supportsText":"Live evidence that a HubSpot-hosted domain can serve a hand-maintained llms.txt at the site root: plain text with a markdown-style index of product and resource URLs, each with a one-line description.","domain":"hubspot.com","publisherName":"HubSpot"},{"title":"Optimizing your website for generative AI features on Google Search","url":"https://developers.google.com/search/docs/fundamentals/ai-optimization-guide","excerpt":null,"quoteText":"Structured data isn't required for generative AI search, and there's no special schema.org markup you need to add.","sourceRole":"PRIMARY","verifiedAt":"2026-09-14T00:00:00","supportsText":"Last updated July 10, 2026: eligibility requires only that a page be indexed and eligible for a snippet under the Search technical requirements; no machine-readable AI files, llms.txt, chunking, or AI-specific writing style is needed; structured data is not required for generative AI search; creatin","domain":"developers.google.com","publisherName":"Google Search Central"},{"title":"Spam Policies for Google Web Search","url":"https://developers.google.com/search/docs/essentials/spam-policies","excerpt":null,"quoteText":"Scaled content abuse is when many pages are generated for the primary purpose of manipulating search rankings and not helping users.","sourceRole":"PRIMARY","verifiedAt":"2026-09-14T00:00:00","supportsText":"The definition of scaled content abuse and its examples, including generating many pages without adding value for users. Page last updated August 28, 2026.","domain":"developers.google.com","publisherName":"Google Search Central"},{"title":"Site moves with URL changes","url":"https://developers.google.com/search/docs/crawling-indexing/site-move-with-url-changes","excerpt":null,"quoteText":"301 and other permanent redirects don't cause a loss in PageRank.","sourceRole":"PRIMARY","verifiedAt":"2026-09-14T00:00:00","supportsText":"Google's guidance for consolidating or moving URLs: permanent redirects do not cause a loss of PageRank, redirect to the final destination directly rather than through a chain, update internal links to the new URLs, and submit an updated sitemap. Page last updated August 20, 2026.","domain":"developers.google.com","publisherName":"Google Search Central"},{"title":"Generative AI performance report (Search)","url":"https://support.google.com/webmasters/answer/16984139?hl=en","excerpt":null,"quoteText":"As of August 31, 2026, we've rolled out these insights to all websites worldwide.","sourceRole":"PRIMARY","verifiedAt":"2026-09-14T00:00:00","supportsText":"The report covers impressions from AI Overviews and AI Mode, with no click data and no average position, and excludes Search Labs experiments. Rolled out to all websites worldwide on August 31, 2026, which sets the maximum history available in September 2026.","domain":"support.google.com","publisherName":"Google Search Console Help"},{"title":"Default channel group","url":"https://support.google.com/analytics/answer/9756891?hl=en","excerpt":null,"quoteText":"AI Assistant is the channel by which users arrive at your site from sources like ChatGPT, Gemini, Deepseek, Copilot, or Grok. It excludes Google's AI Overviews and AI Mode.","sourceRole":"PRIMARY","verifiedAt":"2026-09-14T00:00:00","supportsText":"GA4's AI Assistant default channel, the sources it recognizes, and its explicit exclusion of Google's AI Overviews and AI Mode, which the Organic Search channel definition confirms it includes instead.","domain":"support.google.com","publisherName":"Google Analytics Help"},{"title":"OpenAI crawlers (GPTBot, OAI-SearchBot, ChatGPT-User)","url":"https://developers.openai.com/api/docs/bots","excerpt":null,"quoteText":"Sites that are opted out of OAI-SearchBot will not be shown in ChatGPT search answers, though can still appear as navigational links.","sourceRole":"PRIMARY","verifiedAt":"2026-09-14T00:00:00","supportsText":"OAI-SearchBot surfaces sites in ChatGPT's search features while GPTBot collects content for training; the robots.txt recommendation for ChatGPT search visibility; the documented consequence of opting out of OAI-SearchBot.","domain":"developers.openai.com","publisherName":"OpenAI"},{"title":"Does Anthropic crawl data from the web, and how can site owners block the crawler?","url":"https://support.claude.com/en/articles/8896518-does-anthropic-crawl-data-from-the-web-and-how-can-site-owners-block-the-crawler","excerpt":null,"quoteText":"prevents our system from indexing your content for search optimization, which may reduce your site's visibility and accuracy in user search results","sourceRole":"PRIMARY","verifiedAt":"2026-09-14T00:00:00","supportsText":"ClaudeBot collects web content for model training, Claude-SearchBot improves search result quality, and Claude-User serves user-directed retrieval; the documented effect of disabling Claude-SearchBot.","domain":"support.claude.com","publisherName":"Anthropic"},{"title":"GEO: Generative Engine Optimization","url":"https://arxiv.org/abs/2311.09735","excerpt":null,"quoteText":"we find that including citations, quotations from relevant sources, and statistics can significantly boost source visibility","sourceRole":"INDEPENDENT","verifiedAt":"2026-09-14T00:00:00","supportsText":"GEO-bench of 10,000 queries across 25 domains, with sources taken from the top five Google results and responses generated by GPT-3.5-turbo in a simulated two-step engine, plus one live evaluation against Perplexity.ai. Relative improvements in position-adjusted word count: Quotation Addition about ","domain":"arxiv.org","publisherName":"arXiv (Aggarwal et al., KDD 2024)"},{"title":"Only 12% of AI Cited URLs Rank in Google's Top 10 for the Original Prompt","url":"https://ahrefs.com/blog/ai-search-overlap/","excerpt":null,"quoteText":"Only 12% of links cited by ChatGPT, Gemini, and Copilot appear in Google's top 10 results for the same prompt.","sourceRole":"SUPPORTING","verifiedAt":"2026-09-14T00:00:00","supportsText":"Vendor study published August 11, 2025 using Ahrefs Brand Radar: 15,000 long-tail queries run through Google and Bing in early July 2025 and the same questions put to ChatGPT, Gemini, Copilot, and Perplexity; 12% of AI-cited links appearing in Google's top 10; 28.6% for Perplexity; 76% of AI Overvie","domain":"ahrefs.com","publisherName":"Ahrefs"},{"title":"The Blogging Tactic No One Is Talking About: Optimizing the Past","url":"https://blog.hubspot.com/marketing/historical-blog-seo-conversion-optimization","excerpt":null,"quoteText":"We've increased the number of monthly organic search views of old posts we've optimized by an average of 106%","sourceRole":"SUPPORTING","verifiedAt":"2026-09-14T00:00:00","supportsText":"HubSpot's internal attribution data about its own blog of nearly 6,000 posts: 76% of monthly blog views and 92% of monthly blog leads from older posts, 46% of monthly leads from 30 individual posts, and an average 106% increase in monthly organic search views of the posts it optimized. The result is","domain":"blog.hubspot.com","publisherName":"HubSpot Blog"}],"revisions":[{"revisedAt":"2026-08-31T14:15:04.979+00:00","versionLabel":"Originally published","note":"","reviewedBy":null}],"relatedAnswers":[{"id":"e99a45a2-0ef5-45e5-bec8-f6d813825f8c","slug":"what-offsite-signals-matter-for-aeo","question":"What off-site signals matter for AEO?","publishedAt":"2026-09-26T14:15:07.644","confidenceScore":74,"confidenceLabel":"Medium","industry":{"id":"70ea3802-1fc6-4fd7-a505-140d38d1c74a","slug":"digital-marketing","label":"Digital Marketing","description":"SEO, content, demand gen, and growth marketing"},"topic":{"slug":"answer-engine-optimization","label":"Answer Engine Optimization","description":"How B2B teams get content selected and cited by AI answer engines.","schemaKind":null},"contributor":{"id":"ec39deab-44fe-48d8-9029-fefe993ab85a","slug":"answer-stack","displayName":"AnswerStack","websiteUrl":null},"snippet":"The off-site signals that matter for AEO are pages on other sites that tell a buyer something specific and true about a company: independent reviews, customer accounts, listings with current facts, and articles in specialist publications. Google says its AI features can surface what's said about a product elsewhere on the web and advises against inauthentic mentions. It sets no order of importance among these sources, so the four are an editorial priority.","url":"/q/what-offsite-signals-matter-for-aeo"},{"id":"51b59dae-ae56-4015-8788-7b0dfd233db2","slug":"what-does-aeo-cover-beyond-website-content","question":"What does AEO cover beyond website content?","publishedAt":"2026-09-20T14:57:15.8","confidenceScore":76,"confidenceLabel":"Medium","industry":{"id":"70ea3802-1fc6-4fd7-a505-140d38d1c74a","slug":"digital-marketing","label":"Digital Marketing","description":"SEO, content, demand gen, and growth marketing"},"topic":{"slug":"answer-engine-optimization","label":"Answer Engine Optimization","description":"How B2B teams get content selected and cited by AI answer engines.","schemaKind":null},"contributor":{"id":"ec39deab-44fe-48d8-9029-fefe993ab85a","slug":"answer-stack","displayName":"AnswerStack","websiteUrl":null},"snippet":"Beyond your site, AEO covers business profiles and product feeds, reviews, coverage on other publishers' sites, and video. The work is keeping those facts accurate and earning legitimate coverage. None of it guarantees a citation.","url":"/q/what-does-aeo-cover-beyond-website-content"},{"id":"ef0e49f6-ad72-4e06-ae79-66533db84885","slug":"what-aeo-results-can-a-saas-startup-expect","question":"What AEO results can a SaaS startup realistically expect?","publishedAt":"2026-09-18T14:15:03.748","confidenceScore":78,"confidenceLabel":"Medium","industry":{"id":"70ea3802-1fc6-4fd7-a505-140d38d1c74a","slug":"digital-marketing","label":"Digital Marketing","description":"SEO, content, demand gen, and growth marketing"},"topic":{"slug":"answer-engine-optimization","label":"Answer Engine Optimization","description":"How B2B teams get content selected and cited by AI answer engines.","schemaKind":null},"contributor":{"id":"ec39deab-44fe-48d8-9029-fefe993ab85a","slug":"answer-stack","displayName":"AnswerStack","websiteUrl":null},"snippet":"No amount or order of AEO results is guaranteed for a SaaS startup. Measure three outcomes separately: appearance in AI answers, visits from assistants, and signups or customers. Use your own baseline and a check date, since another company's figure, such as Vercel's signup share, isn't a forecast.","url":"/q/what-aeo-results-can-a-saas-startup-expect"},{"id":"e43cc4d4-fe3f-4a31-b46e-6ace8c313588","slug":"how-startups-should-budget-for-aeo","question":"How should an early-stage startup budget for AEO?","publishedAt":"2026-09-16T14:15:03.584","confidenceScore":78,"confidenceLabel":"Medium","industry":{"id":"70ea3802-1fc6-4fd7-a505-140d38d1c74a","slug":"digital-marketing","label":"Digital Marketing","description":"SEO, content, demand gen, and growth marketing"},"topic":{"slug":"answer-engine-optimization","label":"Answer Engine Optimization","description":"How B2B teams get content selected and cited by AI answer engines.","schemaKind":null},"contributor":{"id":"ec39deab-44fe-48d8-9029-fefe993ab85a","slug":"answer-stack","displayName":"AnswerStack","websiteUrl":null},"snippet":"Budget AEO as a defined piece of work with a known total, sized against cash. Stage it: a free baseline and a low-cost tracker first, then one scoped project, then a monthly program as a separate decision with its whole term added up.","url":"/q/how-startups-should-budget-for-aeo"}],"contributorStats":{"verifiedAnswers":149,"openDisputes":0},"schemaJson":{"@context":"https://schema.org","@type":"Question","name":"How does AEO work with existing HubSpot content?","text":"How does AEO work with existing HubSpot content?","url":"https://www.answerstack.io/q/how-aeo-works-with-existing-hubspot-content","answerCount":1,"datePublished":"2026-04-11T14:15:04.979","about":[{"@type":"Thing","name":"Answer Engine Optimization"},{"@type":"Thing","name":"Digital Marketing"}],"acceptedAnswer":{"@type":"Answer","text":"AEO works with existing HubSpot content mostly by improving the pages you've already published, at the URLs they already have. For AI Overviews and AI Mode, Google sets no page requirements beyond ordinary search eligibility, plus one site-level setting in Search Console. So the work usually starts with the content you have. You choose the buyer questions that matter, find the existing page that should answer each one, strengthen that answer, and merge posts that cover the same ground. HubSpot then gives you a way to watch whether your brand and your pages show up in answers.","url":"https://www.answerstack.io/q/how-aeo-works-with-existing-hubspot-content","upvoteCount":0,"datePublished":"2026-04-11T14:15:04.979","dateModified":"2026-09-14T00:00:00","citation":[{"@type":"CreativeWork","name":"Set up and analyze AEO","url":"https://knowledge.hubspot.com/seo/set-up-and-analyze-ai-visibility"},{"@type":"CreativeWork","name":"Optimize content and improve brand visibility for AI","url":"https://knowledge.hubspot.com/ai/optimize-content-and-improve-brand-visibility-for-ai"},{"@type":"CreativeWork","name":"Introducing HubSpot AEO: The answer to showing up in AI search engines","url":"https://ir.hubspot.com/news-releases/news-release-details/introducing-hubspot-aeo-answer-showing-ai-search-engines"},{"@type":"CreativeWork","name":"AI Search Grader","url":"https://www.hubspot.com/ai-search-grader"},{"@type":"CreativeWork","name":"Manage blog settings","url":"https://knowledge.hubspot.com/blog/manage-your-blog-template-and-settings"},{"@type":"CreativeWork","name":"Use code snippets with HubSpot content","url":"https://knowledge.hubspot.com/website-and-landing-pages/use-code-snippets-with-hubspot-content"},{"@type":"CreativeWork","name":"How to Use Structured Data (Schema Markup) in HubSpot to Improve SEO","url":"https://developers.hubspot.com/blog/how-to-use-structured-data-schema-markup-in-hubspot-to-improve-seo"},{"@type":"CreativeWork","name":"Create and manage URL redirects","url":"https://knowledge.hubspot.com/domains-and-urls/create-and-manage-url-redirects"},{"@type":"CreativeWork","name":"View and edit a HubSpot-hosted domain sitemap","url":"https://knowledge.hubspot.com/domains-and-urls/view-and-edit-a-hubspot-hosted-domain-sitemap"},{"@type":"CreativeWork","name":"Prevent content from appearing in search results (customize your robots.txt file)","url":"https://knowledge.hubspot.com/cos-general/customize-your-robots-txt-file"},{"@type":"CreativeWork","name":"Understand SEO recommendations","url":"https://knowledge.hubspot.com/seo/understand-seo-recommendations"},{"@type":"CreativeWork","name":"hubspot.com/llms.txt","url":"https://www.hubspot.com/llms.txt"},{"@type":"CreativeWork","name":"Optimizing your website for generative AI features on Google Search","url":"https://developers.google.com/search/docs/fundamentals/ai-optimization-guide"},{"@type":"CreativeWork","name":"Spam Policies for Google Web Search","url":"https://developers.google.com/search/docs/essentials/spam-policies"},{"@type":"CreativeWork","name":"Site moves with URL changes","url":"https://developers.google.com/search/docs/crawling-indexing/site-move-with-url-changes"},{"@type":"CreativeWork","name":"Generative AI performance report (Search)","url":"https://support.google.com/webmasters/answer/16984139?hl=en"},{"@type":"CreativeWork","name":"Default channel group","url":"https://support.google.com/analytics/answer/9756891?hl=en"},{"@type":"CreativeWork","name":"OpenAI crawlers (GPTBot, OAI-SearchBot, ChatGPT-User)","url":"https://developers.openai.com/api/docs/bots"},{"@type":"CreativeWork","name":"Does Anthropic crawl data from the web, and how can site owners block the crawler?","url":"https://support.claude.com/en/articles/8896518-does-anthropic-crawl-data-from-the-web-and-how-can-site-owners-block-the-crawler"},{"@type":"CreativeWork","name":"GEO: Generative Engine Optimization","url":"https://arxiv.org/abs/2311.09735"},{"@type":"CreativeWork","name":"Only 12% of AI Cited URLs Rank in Google's Top 10 for the Original Prompt","url":"https://ahrefs.com/blog/ai-search-overlap/"},{"@type":"CreativeWork","name":"The Blogging Tactic No One Is Talking About: Optimizing the Past","url":"https://blog.hubspot.com/marketing/historical-blog-seo-conversion-optimization"}]}}}