AEO vs SEO for Small Business: What Changes and What Stays the Same

What is answer engine optimization (AEO or GEO)?

An answer engine replies with a written answer instead of ten blue links. ChatGPT, Claude, Gemini and Perplexity all work this way when they search the web, and so do Google’s AI Overviews and AI Mode. AEO and GEO name the same practice, and people use the two terms interchangeably.

The research side of the field traces to a paper titled “GEO: Generative Engine Optimization” by researchers at IIT Delhi and Princeton, first posted in November 2023 and accepted at KDD 2024. It found that changing how a page is written could raise its visibility in generative engine answers by up to 40%.

The audience is already large. Google said in May 2026 that AI Mode had passed one billion monthly users, one year after it launched.

How is AEO different from SEO?

The biggest difference is what counts as a win. In classic search you want the click. In an AI answer, being named can matter as much as the link, because many people never click at all.

Pew Research Center tracked the browsing of 900 US adults in March 2025. On Google searches that showed an AI summary, people clicked a regular result in 8% of visits, compared with 15% when no summary appeared, and they clicked a link inside the summary in about 1% of visits. About 18% of the searches in the study produced a summary, and longer, question-style searches were more likely to get one.

What stays the same between SEO and AEO?

Most of it. Google’s own guidance for its AI features reads like a summary of good SEO.

• Be indexable. A page has to be indexed and eligible to show a snippet to appear in AI Overviews or AI Mode. Google says no extra technical requirements apply.
• Let crawlers in and link your pages. Allow crawling, use internal links, keep important content in text, and make pages easy to use on phones.
• Write for people. Google’s helpful content guidance asks for first-hand experience and clear authorship, and warns against content made mainly to attract search visits.
• Use structured data honestly. Google says no special schema is needed for AI features and that markup should match what the page visibly says. JSON-LD is its recommended format.
• Keep your listings current. Google tells site owners to keep Business Profile and Merchant Center information up to date, and its local results still weigh relevance, distance and prominence.

A business that has done these well is most of the way there.

What actually changes for a small hospitality business?

• More than one engine reads your site. ChatGPT, Claude and Perplexity each run their own search crawlers. OpenAI says sites that block OAI-SearchBot will not be shown in ChatGPT search answers, Anthropic says blocking Claude-SearchBot may reduce visibility in Claude, and Perplexity asks sites to allow PerplexityBot. If you use a firewall or bot-blocking setting, check that it lets them through.
• Questions get longer and split into parts. Google says its AI features may use query fan-out, running related searches across subtopics. A question about a rehearsal dinner can fan out into private rooms, group menus, parking and price. A page that answers each of those plainly gives the engine something to use.
• Consistency across sources counts more. An answer is assembled from several pages. If your hours, prices or menu differ between your site, Google and a reservation platform, an assistant may hedge, repeat the wrong one, or skip you.
• Specific detail beats repetition. In the GEO tests, adding quotations, statistics and cited sources raised visibility, while keyword stuffing scored below the unedited pages. Pages that started lower in the results gained the most: citing sources raised visibility by about 115% for pages in fifth position and lowered it by about 30% for pages already at the top.
• Measurement moves from clicks to outcomes. Google’s Search Central team says clicks from AI Overviews tend to be higher quality and advises tracking conversions such as sales and sign-ups, not clicks alone. Google counts AI feature clicks under the Web search type in Search Console, so they are mixed in with regular search traffic.

What should a small hospitality business do first?

In order of payoff, over about a month:

• Week one, listings. Verify and complete your Google Business Profile, then check Bing, Apple Maps, Yelp and any reservation or ordering platform for the same name, address, phone, hours and menu.
• Week two, website facts. Give each common customer question a plain-text answer: menu, hours, reservations, private events, dietary options, parking. Add LocalBusiness or Restaurant structured data that matches.
• Week three, crawler access. Confirm robots.txt and any firewall allow Googlebot, Bingbot, OAI-SearchBot, Claude-SearchBot and PerplexityBot. Submit your sitemap to Google Search Console and Bing Webmaster Tools.
• Week four, outside proof. Ask happy customers for reviews and reply to them. Pitch one local guide, food writer or tourism board listing.
• Every month, test. Ask ChatGPT, Claude, Gemini and Perplexity three real customer questions and note whether you are named, cited and described correctly.

The guide to getting recommended by ChatGPT goes deeper on each assistant, and the AI visibility checklist turns this plan into an audit. If you sell online, the Shopify AI search guide covers product pages and feeds. Wineries can also use our guide on how wineries show up in ChatGPT.

Which AEO tactics should a small business skip?

• Keyword stuffing. It lowered visibility in the GEO research.
• “AI schema” or AI-only files sold as required. Google says there is no special schema.org markup and no AI text file needed for its AI features. llms.txt, proposed by Jeremy Howard in September 2024, is optional and cheap, but it does not replace the basics.
• Mass-produced articles. Google’s helpful content guidance flags publishing lots of pages on unrelated topics, relying heavily on automation, and changing page dates to look fresh.
• Writing to a word count. Google says it has no preferred length. Answer the question fully, then stop.
• Chasing one screenshot. Google notes that AI Overviews and AI Mode can use different models and show different links. Aim to get named more often across many questions, not to win a single answer.

How can you see where you stand in AI answers?

The quickest way is to run the free visibility score. It asks ChatGPT, with web search on, three questions a customer would ask and checks whether your business is named. Of the 49 sites scanned as of November 6, 2026, mostly wineries, ChatGPT did not name 28.

Oxto’s founder, Zak Bedrosian, runs his family’s winery, Domaine de la Riviere in the Russian River Valley, and built this system there first. Online orders from June to October 2026 were 3x the same months in 2025. In October 2026 the winery had more than 240,000 Google impressions and more than 16,000 visits from Google and AI bots.

If you would rather not do it yourself, the Oxto marketing assistant puts Oxto’s team on the work. For how that compares with a hire or an agency, see marketing manager vs agency cost.