Beyond your own pages, AEO covers the places where other sources describe your company. That includes business profiles and product feeds, reviews, articles and mentions on sites you don't control, and video. The work is to keep the facts in those places accurate and to earn coverage that's worth having. None of it guarantees a citation.
\n","summary":"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.","publishedAt":"2026-09-20T14:57:15.8","verifiedAt":"2026-09-14T00:00:00","editorialStatus":"APPROVED","lastReviewedAt":"2026-10-10T05:48:46.541","nextReviewDueAt":"2026-12-14T00:00:00","templateVersion":"v2","aliases":["What does AEO include besides your website?","What off-site work does answer engine optimization involve?","Is AEO only about website content?","Off-site AEO surfaces","Does AEO cover Reddit and YouTube?","Do podcasts help with AEO?","Does AEO include review sites and directories?","What third-party sites matter for AI search visibility?","Which domains do AI answer engines cite most?","AEO beyond on-page content"],"confidenceScore":76,"confidenceLabel":"Medium","canonicalUrl":null},"contributor":{"id":"ec39deab-44fe-48d8-9029-fefe993ab85a","slug":"answer-stack","displayName":"AnswerStack","websiteUrl":null},"contributorOrganizationProfile":{"entityId":"ec39deab-44fe-48d8-9029-fefe993ab85a","legalName":null,"description":null,"websiteUrl":null,"imageUrl":null,"slogan":null,"subtitle":null,"facts":[],"coiNote":null,"foundingDate":null,"numberOfEmployeesText":null,"contactPoint":null,"address":null,"headquartersText":null,"organizationType":null},"contributorPerson":null,"sections":[{"id":"96282ca3-83fb-423d-b1f0-3eb5065972d4","sectionKey":"why_the_work_extends_past_your_site","sectionType":"markdown_section","heading":"Why the work extends past your site","introMarkdown":"[Answer engine optimization](https://www.answerstack.io/q/what-is-answer-engine-optimization) starts with your own pages, but an assistant doesn't stop there. Google's [guide to generative AI features in Search](https://developers.google.com/search/docs/fundamentals/ai-optimization-guide) says those features work from the Search index, and that they can reflect what blogs, videos and forums say about a product. So what Google's AI features say about your company can come from a page you've never edited.\n\nThat describes Google Search. For other assistants we'd plan on a similar assumption and then test it, by looking at which sources each one cites for the questions your buyers ask.","introHtml":"Answer engine optimization starts with your own pages, but an assistant doesn't stop there. Google's guide to generative AI features in Search says those features work from the Search index, and that they can reflect what blogs, videos and forums say about a product. So what Google's AI features say about your company can come from a page you've never edited.
\nThat describes Google Search. For other assistants we'd plan on a similar assumption and then test it, by looking at which sources each one cites for the questions your buyers ask.
\n","outroMarkdown":null,"outroHtml":null,"contentJson":{},"configJson":{},"noteMarkdown":null,"noteHtml":null,"sortOrder":10},{"id":"c44f2dac-0de1-4744-869e-70a97be964d7","sectionKey":"the_off_site_assets_and_who_controls_them","sectionType":"table_section","heading":"The off-site assets and who controls them","introMarkdown":null,"introHtml":null,"outroMarkdown":null,"outroHtml":null,"contentJson":{"rows":[{"cells":["Business profile and product feed","You, inside the platform's rules","Keep the details complete and current"]},{"cells":["Reviews","Your customers","Ask real customers, reply to them, and never write your own"]},{"cells":["Articles, directories and mentions","The publisher of each site","Earn coverage with something useful, and get outdated facts corrected"]},{"cells":["Video","You, or the channel that hosts you","Show the product or the work, and describe it accurately"]}],"columns":["Asset","Who controls it","What the work is"]},"configJson":{},"noteMarkdown":null,"noteHtml":null,"sortOrder":20},{"id":"6c818039-f5d8-4ae3-8c05-3bafc34bc802","sectionKey":"profiles_and_feeds_you_manage","sectionType":"markdown_section","heading":"Profiles and feeds you manage","introMarkdown":"Start with the profiles you manage yourself, because their accuracy is in your hands. Google's guide names Merchant Center feeds and Google Business Profiles as tools that can help what you sell appear in its AI responses and in regular Search results.\n\nGoogle's [help page on local ranking](https://support.google.com/business/answer/7091) explains what a profile does in ordinary local results. A profile with full, correct details has a better chance of appearing. Google matches a profile to a search by relevance, weighs distance, and considers prominence, meaning how widely the business is known. The number of reviews and how good the ratings are count toward prominence. Google also says a better local ranking can't be requested or bought.\n\nThose are Google's rules for Google Maps and Search, and they aren't a formula for every assistant. Whether your company can have a profile or submit a feed depends on each platform's eligibility rules and on what you sell. Where you do qualify, keep the profile complete and current. Whether off-site work as a whole pays depends on the business, and we cover that in [which kinds of companies benefit most from AEO](https://www.answerstack.io/q/what-companies-benefit-most-from-aeo).","introHtml":"Start with the profiles you manage yourself, because their accuracy is in your hands. Google's guide names Merchant Center feeds and Google Business Profiles as tools that can help what you sell appear in its AI responses and in regular Search results.
\nGoogle's help page on local ranking explains what a profile does in ordinary local results. A profile with full, correct details has a better chance of appearing. Google matches a profile to a search by relevance, weighs distance, and considers prominence, meaning how widely the business is known. The number of reviews and how good the ratings are count toward prominence. Google also says a better local ranking can't be requested or bought.
\nThose are Google's rules for Google Maps and Search, and they aren't a formula for every assistant. Whether your company can have a profile or submit a feed depends on each platform's eligibility rules and on what you sell. Where you do qualify, keep the profile complete and current. Whether off-site work as a whole pays depends on the business, and we cover that in which kinds of companies benefit most from AEO.
\n","outroMarkdown":null,"outroHtml":null,"contentJson":{},"configJson":{},"noteMarkdown":null,"noteHtml":null,"sortOrder":30},{"id":"d4b9ef14-7d4b-4781-b876-4d671e471153","sectionKey":"reviews_and_what_other_sites_say","sectionType":"markdown_section","heading":"Reviews and what other sites say","introMarkdown":"Reviews and third-party coverage differ from profiles, because someone else decides what gets published.\n\nSome buyers go on to read reviews after an assistant has answered. In [BrightLocal's 2026 consumer review survey](https://www.brightlocal.com/research/lcrs-ai-trust/), 455 of 1,002 US adults had used an AI tool for local business recommendations in the past year. Among those 455, 97% said they at least sometimes double-check an AI recommendation against real reviews. BrightLocal sells local SEO tools, and the survey covers local businesses only.\n\nCoverage on other sites comes in several forms. An independent article is written and published by someone else. You can also write a contributed article that an editor chooses to publish, or buy a paid placement. The publisher controls the page in each case. What differs is who wrote it and whether you paid, and an independent article is the publisher's own account, which can be critical. We look at individual signals in [what off-site signals matter for AEO](https://www.answerstack.io/q/what-offsite-signals-matter-for-aeo).\n\nThe line between earning coverage and faking it is where this work goes wrong. Google's guide discourages chasing mentions that aren't authentic, because its AI features rely on the same ranking and spam systems as the rest of Search. We wouldn't write our own reviews or present a paid placement as independent coverage. And if you answer a question in a forum, say who you work for.\n\nAgencies sell off-site coverage as its own line of work. Lean Labs lists its off-site [Authority System](https://www.leanlabs.com/solutions/answer-engine-optimization-agency) at $5,000 a month for ten months. It describes the program as monthly expert articles on other sites, brand mentions, and progress reporting with citation tracking. Its on-site package is listed at $9,000 one time with the first year included. That package separately includes a system for requesting reviews from customers and a listing in an entity registry.","introHtml":"Reviews and third-party coverage differ from profiles, because someone else decides what gets published.
\nSome buyers go on to read reviews after an assistant has answered. In BrightLocal's 2026 consumer review survey, 455 of 1,002 US adults had used an AI tool for local business recommendations in the past year. Among those 455, 97% said they at least sometimes double-check an AI recommendation against real reviews. BrightLocal sells local SEO tools, and the survey covers local businesses only.
\nCoverage on other sites comes in several forms. An independent article is written and published by someone else. You can also write a contributed article that an editor chooses to publish, or buy a paid placement. The publisher controls the page in each case. What differs is who wrote it and whether you paid, and an independent article is the publisher's own account, which can be critical. We look at individual signals in what off-site signals matter for AEO.
\nThe line between earning coverage and faking it is where this work goes wrong. Google's guide discourages chasing mentions that aren't authentic, because its AI features rely on the same ranking and spam systems as the rest of Search. We wouldn't write our own reviews or present a paid placement as independent coverage. And if you answer a question in a forum, say who you work for.
\nAgencies sell off-site coverage as its own line of work. Lean Labs lists its off-site Authority System at $5,000 a month for ten months. It describes the program as monthly expert articles on other sites, brand mentions, and progress reporting with citation tracking. Its on-site package is listed at $9,000 one time with the first year included. That package separately includes a system for requesting reviews from customers and a listing in an entity registry.
\n","outroMarkdown":null,"outroHtml":null,"contentJson":{},"configJson":{},"noteMarkdown":null,"noteHtml":null,"sortOrder":40},{"id":"315ecae4-59c9-4cca-b3ec-0c48e1360c4e","sectionKey":"keeping_the_facts_consistent","sectionType":"markdown_section","heading":"Keeping the facts consistent","introMarkdown":"A lot of off-site work is plain correction. Suppose a software company renamed its product last year and raised its starting price from $49 to $79 a month. Its own site is up to date. A partner directory still lists the old name, and an old review profile still shows $49. An assistant that draws on all three can pick up the old name or the old price. An outdated listing can also mislead a buyer who reads it directly.\n\nSo list the places where the company is described, compare each one against the site, and ask the owners to correct what's wrong. It's the first off-site job we'd do.","introHtml":"A lot of off-site work is plain correction. Suppose a software company renamed its product last year and raised its starting price from $49 to $79 a month. Its own site is up to date. A partner directory still lists the old name, and an old review profile still shows $49. An assistant that draws on all three can pick up the old name or the old price. An outdated listing can also mislead a buyer who reads it directly.
\nSo list the places where the company is described, compare each one against the site, and ask the owners to correct what's wrong. It's the first off-site job we'd do.
\n","outroMarkdown":null,"outroHtml":null,"contentJson":{},"configJson":{},"noteMarkdown":null,"noteHtml":null,"sortOrder":50},{"id":"affb4204-d1d0-44a3-976c-a08050f4652f","sectionKey":"video","sectionType":"markdown_section","heading":"Video","introMarkdown":"Video belongs on the list because Google's guide names videos, alongside blogs and forums, among the places its AI features can draw on. A product walkthrough on your own channel and a guest appearance on someone else's are both sources that describe you.\n\nWe'd favor a specific demonstration, such as a walkthrough that shows a buyer how one setup step works. Title and describe it accurately, the same way you would a page.","introHtml":"Video belongs on the list because Google's guide names videos, alongside blogs and forums, among the places its AI features can draw on. A product walkthrough on your own channel and a guest appearance on someone else's are both sources that describe you.
\nWe'd favor a specific demonstration, such as a walkthrough that shows a buyer how one setup step works. Title and describe it accurately, the same way you would a page.
\n","outroMarkdown":null,"outroHtml":null,"contentJson":{},"configJson":{},"noteMarkdown":null,"noteHtml":null,"sortOrder":60},{"id":"1658c286-fdf0-4f03-a2c7-944265a3d6db","sectionKey":"access_settings_that_sit_outside_content","sectionType":"markdown_section","heading":"Access settings that sit outside content","introMarkdown":"One more piece sits outside content without being off-site: the settings that control crawler access and whether a site is eligible for particular AI search features. [OpenAI's crawler documentation](https://developers.openai.com/api/docs/bots) describes separate crawlers for ChatGPT search and for model training, each controlled in robots.txt. Google's guide adds that a site must be included in its AI features through a Search Console setting. We cover these in [what CMS features matter for AEO](https://www.answerstack.io/q/what-cms-features-matter-for-aeo).","introHtml":"One more piece sits outside content without being off-site: the settings that control crawler access and whether a site is eligible for particular AI search features. OpenAI's crawler documentation describes separate crawlers for ChatGPT search and for model training, each controlled in robots.txt. Google's guide adds that a site must be included in its AI features through a Search Console setting. We cover these in what CMS features matter for AEO.
\n","outroMarkdown":null,"outroHtml":null,"contentJson":{},"configJson":{},"noteMarkdown":null,"noteHtml":null,"sortOrder":70},{"id":"08667e46-f944-4b63-9988-aea1bab78505","sectionKey":"what_off_site_work_cant_promise","sectionType":"markdown_section","heading":"What off-site work can't promise","introMarkdown":"None of this obliges an assistant to use what it finds. It also doesn't stop an inaccurate page somewhere else from being picked up. That's why we wouldn't treat a guarantee of citations as a credible offer.\n\nTo judge the work, record the same things before you start and again afterward: which assistants mention you for the questions you care about, and [the visits, contacts and deals](https://www.answerstack.io/q/how-to-track-traffic-from-ai-answer-engines) that arrive from them. The comparison can't prove the work caused a change. It does show whether anything moved, which is what you need to decide whether to keep going.","introHtml":"None of this obliges an assistant to use what it finds. It also doesn't stop an inaccurate page somewhere else from being picked up. That's why we wouldn't treat a guarantee of citations as a credible offer.
\nTo judge the work, record the same things before you start and again afterward: which assistants mention you for the questions you care about, and the visits, contacts and deals that arrive from them. The comparison can't prove the work caused a change. It does show whether anything moved, which is what you need to decide whether to keep going.
\n","outroMarkdown":null,"outroHtml":null,"contentJson":{},"configJson":{},"noteMarkdown":null,"noteHtml":null,"sortOrder":80}],"citations":[{"title":"The Most-Cited Domains in AI: A 3-Month Study","url":"https://www.semrush.com/blog/most-cited-domains-ai/","excerpt":"ChatGPT had the sharpest adjustment among top citation sources, with significant drops for Reddit and Wikipedia occurring in mid-September.","quoteText":null,"sourceRole":"SUPPORTING","verifiedAt":"2026-09-15T00:00:00","supportsText":"Vendor study by a company that sells AI visibility tracking. Weekly snapshots from July 14 to October 12, 2025 covering more than 230,000 prompts and over 100 million citations on ChatGPT search, Google AI Mode, and Perplexity, reporting the top 25 cited domains per week. Supports the most-cited dom","domain":"semrush.com","publisherName":"Semrush"},{"title":"An Analysis of AI Overview Brand Visibility Factors (75K Brands Studied)","url":"https://ahrefs.com/blog/ai-overview-brand-correlation/","excerpt":"While the data shows statistical relationships, I should emphasize that correlation does not equal causation.","quoteText":null,"sourceRole":"SUPPORTING","verifiedAt":"2026-09-15T00:00:00","supportsText":"Vendor study published May 26, 2025 by a company selling AI visibility tracking. Spearman correlation across 75,000 brands. Supports branded web mentions at 0.664 against 0.218 for backlink counts, and top-quartile brands for web mentions averaging 169 AI Overview mentions against 14 for the quartil","domain":"ahrefs.com","publisherName":"Ahrefs"},{"title":"AI Brand Visibility Correlations (75,000 Brands, ChatGPT, AI Mode, and AI Overviews)","url":"https://ahrefs.com/blog/ai-brand-visibility-correlations/","excerpt":"correlation isn't causation. We've spotted patterns between search metrics and AI mentions, but that doesn't mean improving these metrics will automatically boost your AI visibility.","quoteText":null,"sourceRole":"SUPPORTING","verifiedAt":"2026-09-15T00:00:00","supportsText":"Vendor study published December 12, 2025. Spearman correlation on 75,000 brands (DR above 40, top keyword at 800+ monthly searches) across ChatGPT, AI Mode, and AI Overviews using Ahrefs Brand Radar. Supports YouTube mentions at about 0.737, YouTube mention impressions at about 0.717, branded web me","domain":"ahrefs.com","publisherName":"Ahrefs"},{"title":"New G2 Research: Half of B2B Software Buyers Now Start Their Research With AI Chatbots","url":"https://www.prnewswire.com/news-releases/new-g2-research-half-of-b2b-software-buyers-now-start-their-research-with-ai-chatbots-302742807.html","excerpt":"Nearly half (45%) of buyers identify software review site citations as the most confidence-inspiring signal in an AI-generated response.","quoteText":null,"sourceRole":"SUPPORTING","verifiedAt":"2026-09-15T00:00:00","supportsText":"Press release from G2, which operates a software review platform and has an interest in the review-site finding. Online survey fielded March 2026 among 1,076 B2B decision-makers across North America, EMEA, and APAC, plus 39 qualitative interviews. Supports 51% starting software research with an AI c","domain":"prnewswire.com","publisherName":"G2 via PR Newswire"},{"title":"Google strikes $60 million deal with Reddit, allowing search giant to train AI models on human posts","url":"https://www.cbsnews.com/news/google-reddit-60-million-deal-ai-training/","excerpt":"Google has struck a deal with Reddit that allows the search giant to use posts from the online discussion site for training its artificial intelligence models and to improve services such as Google Search.","quoteText":null,"sourceRole":"INDEPENDENT","verifiedAt":"2026-09-15T00:00:00","supportsText":"News report dated February 2024 by an outlet with no stake in AEO. Supports that Google agreed to pay about $60 million for the right to use Reddit posts to train its AI models and improve services such as Google Search, and that Google must respect Reddit user deletions. The report does not state w","domain":"cbsnews.com","publisherName":"CBS News"},{"title":"AI features and your website","url":"https://developers.google.com/search/docs/appearance/ai-features","excerpt":"You don't need to create new machine readable files, AI text files, or markup to appear in these features.","quoteText":null,"sourceRole":"PRIMARY","verifiedAt":"2026-09-15T00:00:00","supportsText":"Google's own documentation, last updated December 10, 2025. Supports: a page must be indexed and eligible to be shown in Search with a snippet to appear as a supporting link in AI Overviews or AI Mode; no new machine readable files, AI text files, markup, or special schema.org data are needed; best ","domain":"developers.google.com","publisherName":"Google Search Central"},{"title":"OpenAI crawlers (GPTBot, OAI-SearchBot, ChatGPT-User)","url":"https://developers.openai.com/api/docs/bots","excerpt":"OAI-SearchBot is used to surface websites in search results in ChatGPT's search features.","quoteText":null,"sourceRole":"PRIMARY","verifiedAt":"2026-09-15T00:00:00","supportsText":"OpenAI's own developer documentation. Supports: OAI-SearchBot surfaces websites in ChatGPT's search features and sites opted out of it will not be shown in ChatGPT search answers; GPTBot is used to make OpenAI's generative AI foundation models more useful and safe, and disallowing it signals content","domain":"developers.openai.com","publisherName":"OpenAI"},{"title":"Agentic Commerce: Key concepts (product feeds)","url":"https://developers.openai.com/commerce/guides/key-concepts","excerpt":"Merchants provide a secure, regularly refreshed feed (CSV or JSON) containing key details such as identifiers, descriptions, pricing, inventory, media, and fulfillment options.","quoteText":null,"sourceRole":"PRIMARY","verifiedAt":"2026-09-15T00:00:00","supportsText":"OpenAI's own commerce documentation. Supports: merchants provide a secure, regularly refreshed CSV or JSON feed containing identifiers, descriptions, pricing, inventory, media, and fulfillment options; onboarding is an initial sample feed for validation followed by daily snapshots; the feed lets Cha","domain":"developers.openai.com","publisherName":"OpenAI"},{"title":"Muck Rack Study: Generative AI Relies Heavily on Earned Media and Journalism","url":"https://www.globenewswire.com/news-release/2025/07/23/3120079/0/en/muck-rack-study-generative-ai-relies-heavily-on-earned-media-and-journalism.html","excerpt":"More than 95% of citations come from unpaid media sources.","quoteText":null,"sourceRole":"SUPPORTING","verifiedAt":"2026-09-15T00:00:00","supportsText":"Press release dated July 23, 2025 announcing Muck Rack's Generative Pulse product. Hundreds of thousands of queries across six models during July 2025: ChatGPT 4o and 4o-mini, Gemini flash and pro, Claude sonnet and haiku. Supports more than 95% of citations coming from unpaid media sources, 85% of ","domain":"globenewswire.com","publisherName":"Muck Rack via GlobeNewswire"},{"title":"Wikipedia: Conflict of interest","url":"https://en.wikipedia.org/wiki/Wikipedia:Conflict_of_interest","excerpt":"You must disclose who is paying you, on whose behalf the edits are made, and any other relevant affiliation.","quoteText":null,"sourceRole":"PRIMARY","verifiedAt":"2026-09-15T00:00:00","supportsText":"The platform's own guideline, which is the governing rule for the claim. Supports: editors with a conflict of interest are strongly discouraged from editing affected articles directly and should propose changes on talk pages using the edit request template; the Wikimedia Foundation Terms of Use requ","domain":"en.wikipedia.org","publisherName":"Wikipedia"},{"title":"Use automatic captioning","url":"https://support.google.com/youtube/answer/6373554","excerpt":"YouTube can use speech recognition technology to automatically create captions for your videos.","quoteText":null,"sourceRole":"PRIMARY","verifiedAt":"2026-09-15T00:00:00","supportsText":"YouTube's own help documentation. Supports: YouTube uses speech recognition technology to create automatic captions, available in more than 80 languages; automatic captions might misrepresent spoken content because of mispronunciations, accents, dialects, or background noise; creators are told to re","domain":"support.google.com","publisherName":"YouTube Help (Google)"}],"revisions":[{"revisedAt":"2026-08-17T14:57:15.8+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":"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"},{"id":"e2ba4bd4-b29f-4b60-b18a-7605858fd6fc","slug":"how-long-before-aeo-generates-qualified-leads","question":"How long before AEO generates qualified leads?","publishedAt":"2026-09-14T14:15:06.062","confidenceScore":70,"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":"There's no reliable fixed deadline. Time to a first qualified lead depends on existing visibility, how often buyers ask the questions you answered, and your definition of qualified. A citation can come in days, but a lead needs a buyer to ask, visit, inquire and qualify. Keep dated records of each event.","url":"/q/how-long-before-aeo-generates-qualified-leads"}],"contributorStats":{"verifiedAnswers":149,"openDisputes":0},"schemaJson":{"@context":"https://schema.org","@type":"Question","name":"What does AEO cover beyond website content?","text":"What does AEO cover beyond website content?","url":"https://www.answerstack.io/q/what-does-aeo-cover-beyond-website-content","answerCount":1,"datePublished":"2026-09-20T14:57:15.8","author":{"@type":"Organization","name":"AnswerStack","url":"https://www.answerstack.io/contributors/answer-stack"},"about":[{"@type":"Thing","name":"Answer Engine Optimization"},{"@type":"Thing","name":"Digital Marketing"}],"acceptedAnswer":{"@type":"Answer","text":"Beyond your own pages, AEO covers the places where other sources describe your company. That includes business profiles and product feeds, reviews, articles and mentions on sites you don't control, and video. The work is to keep the facts in those places accurate and to earn coverage that's worth having. None of it guarantees a citation.","url":"https://www.answerstack.io/q/what-does-aeo-cover-beyond-website-content","upvoteCount":0,"datePublished":"2026-09-20T14:57:15.8","dateModified":"2026-09-14T00:00:00","author":{"@type":"Organization","name":"AnswerStack","url":"https://www.answerstack.io/contributors/answer-stack"},"citation":[{"@type":"CreativeWork","name":"The Most-Cited Domains in AI: A 3-Month Study","url":"https://www.semrush.com/blog/most-cited-domains-ai/"},{"@type":"CreativeWork","name":"An Analysis of AI Overview Brand Visibility Factors (75K Brands Studied)","url":"https://ahrefs.com/blog/ai-overview-brand-correlation/"},{"@type":"CreativeWork","name":"AI Brand Visibility Correlations (75,000 Brands, ChatGPT, AI Mode, and AI Overviews)","url":"https://ahrefs.com/blog/ai-brand-visibility-correlations/"},{"@type":"CreativeWork","name":"New G2 Research: Half of B2B Software Buyers Now Start Their Research With AI Chatbots","url":"https://www.prnewswire.com/news-releases/new-g2-research-half-of-b2b-software-buyers-now-start-their-research-with-ai-chatbots-302742807.html"},{"@type":"CreativeWork","name":"Google strikes $60 million deal with Reddit, allowing search giant to train AI models on human posts","url":"https://www.cbsnews.com/news/google-reddit-60-million-deal-ai-training/"},{"@type":"CreativeWork","name":"AI features and your website","url":"https://developers.google.com/search/docs/appearance/ai-features"},{"@type":"CreativeWork","name":"OpenAI crawlers (GPTBot, OAI-SearchBot, ChatGPT-User)","url":"https://developers.openai.com/api/docs/bots"},{"@type":"CreativeWork","name":"Agentic Commerce: Key concepts (product feeds)","url":"https://developers.openai.com/commerce/guides/key-concepts"},{"@type":"CreativeWork","name":"Muck Rack Study: Generative AI Relies Heavily on Earned Media and Journalism","url":"https://www.globenewswire.com/news-release/2025/07/23/3120079/0/en/muck-rack-study-generative-ai-relies-heavily-on-earned-media-and-journalism.html"},{"@type":"CreativeWork","name":"Wikipedia: Conflict of interest","url":"https://en.wikipedia.org/wiki/Wikipedia:Conflict_of_interest"},{"@type":"CreativeWork","name":"Use automatic captioning","url":"https://support.google.com/youtube/answer/6373554"}]}}}