AI Search Guide: How to Show Up in ChatGPT and Google AI Answers

First, the Acronyms (and Why You Shouldn't Panic)

If you've been to a networking event lately, someone has probably told you that "SEO is dead" and you need GEO or AEO now. Let's decode that:

• GEO (generative engine optimization): getting your business mentioned in answers written by AI tools like ChatGPT, Gemini, and Perplexity. "Generative" just means the tool writes a fresh answer instead of showing a list of links.
• AEO (answer engine optimization): pretty much the same idea with a different name. An "answer engine" is any tool that answers the question directly instead of sending you somewhere else.
• AI Overviews and AI Mode: Google's versions. AI Overviews are the AI summaries at the top of some regular Google results. AI Mode is a separate tab where you can have a back-and-forth conversation with Google's AI.

Here's the reassuring part. In its May 2026 guide on optimizing for generative AI features, Google put it bluntly: optimizing for generative AI search is optimizing for the search experience, "and thus still SEO." Google's AI answers are built on its regular ranking and quality systems. The other AI tools mostly run their own web searches behind the scenes and then summarize what they find.

So GEO and AEO aren't magic. They're mostly good SEO plus a strong local presence, with a few new wrinkles worth knowing about. That's what this guide covers.

What's Actually Changed

People Ask Questions Instead of Typing Keywords

Someone who used to type "plumber knoxville" might now ask ChatGPT, "Who's a good plumber in West Knoxville who can fix a leaking water heater this week?" Google's AI Mode and tools like Perplexity handle these longer, conversational questions well. Google says both AI Overviews and AI Mode may use a technique called "query fan-out," which means running several related searches behind the scenes and stitching the results together. Your business could get pulled in because you answered one small piece of that question well.

Fewer Clicks to Websites

When an AI answers the question right on the page, people click less. The Pew Research Center tracked the real browsing of 900 U.S. adults in March 2025 and found that people clicked a regular search result on 8% of visits when an AI summary appeared, compared with 15% when there wasn't one. They clicked a link inside the AI summary on just 1% of visits.

That hits informational content hardest ("how often should I change my HVAC filter?"). Google, for its part, says the clicks that do come from pages with AI Overviews tend to be higher quality, with people spending more time on the site. Both can be true: fewer visits, but more of them from people who are ready to act.

Where Local Businesses Still Win

Here's the good news for a roofer in Powell or a boutique in Bearden. An AI can explain how to fix a leaky faucet, but it can't fix it for you. When someone needs a local business, they still have to call, book, or show up. The map results, your Google Business Profile, and your reviews are still where most of those decisions happen, and Google's AI features pull directly from that same Business Profile data. If your local basics are strong, you're already ahead of most of your competition in AI answers, too.

How AI Tools Decide What to Say About Your Business

No AI company publishes a full recipe, and the details shift constantly. But between the companies' own documentation and a few independent studies, the picture is fairly clear: AI tools repeat what the web already says about you. Here's where they look.

Your Website

When BrightLocal, a local SEO software company, ran 800 local searches in ChatGPT search in late 2024, 58% of the sources it cited were business websites. Directories made up 15%. A follow-up BrightLocal test in mid-2025 across Google AI Mode, Gemini, Perplexity, and ChatGPT found business websites were still the biggest source overall. Your website is the one source you fully control, so it matters a lot.

Your Google Business Profile

In that same 2025 test, Google's AI Mode relied on Business Profile information as a primary source and often showed profile details even when it cited other sites. Google's own guide tells local businesses to keep their Business Profile current so it can show up in AI responses. Since Google retired the public Q&A section on profiles in late 2025, its AI answers questions about your business from your profile, your reviews, and your website. Our Google Business Profile guide walks through every field.

Reviews and Directories

BrightLocal's 2025 test found Yelp used as a source in about a third of searches, and Perplexity cited Yelp in every industry it looked at. All of the AI tools used directories of some kind, including industry-specific ones (legal searches leaned on sites like Super Lawyers and FindLaw, for example). Facebook and Instagram showed up as sources too.

Bing, Apple, and the Other Map Listings

Microsoft Copilot runs on Bing, and Microsoft's own advice to local businesses is to register with Bing Places for Business so your address, hours, and contact details stay current. Apple Maps and Siri pull business details from Apple Business Connect, Apple's free tool for managing how your business appears. OpenAI says ChatGPT uses "trusted third-party providers" for local information like nearby business listings, but it doesn't say which ones. That's exactly why being accurate everywhere matters more than being perfect in one place.

Mentions Elsewhere: News, "Best Of" Lists, and Communities

AI tools also pick up what other people say about you: a write-up in a local publication, a "best brunch in Knoxville" list, a chamber of commerce listing. Forums are less clear. In BrightLocal's 2024 ChatGPT test, Reddit and other forums didn't show up as sources for local searches at all. That may have changed, and it varies by tool, but it's not a reason to go posting about yourself in Knoxville subreddits or Facebook groups. Google specifically warns that chasing "inauthentic mentions" across the web isn't as helpful as it might seem.

Your Do-This-First Checklist

If you only have a few hours a month, work through these in order. Notice that almost none of this is new. It's the same work that helps you in regular Google results.

1. Make Your Google Business Profile Complete and Accurate

Right category, real business name (no keyword stuffing), accurate hours including holidays, every service listed with a short description, service areas, attributes, and real photos. This is the single biggest lever for Google's AI features and for the map results. Our Google Business Profile optimization guide has the step-by-step.

2. Say the Same Thing Everywhere

Your business name, address (or service area), website, and hours should match across your website, Google, Bing Places for Business, Apple Business Connect, Yelp, Facebook, the BBB, and your industry directories. If you moved from Kingston Pike to a new spot three years ago and an old listing still has the old address, an AI might confidently repeat the wrong one. Claim Bing Places and Apple Business Connect if you haven't. Both are free, and both take less than an hour.

3. Get Reviews That Mention What You Did and Where

A review that says "Great job!" helps a little. A review that says "They replaced our water heater in Halls the same day and cleaned up after themselves" tells customers (and AI tools) what you do and where you do it. You can't script reviews, but you can ask customers to mention what you helped with. Then reply to every review. Our post on how to get more Google reviews has wording you can borrow.

4. Build Service Pages That Answer Real Questions Directly

This is the part people mean when they say "AEO." Write each service page around the questions customers actually ask you on the phone, and answer them plainly:

• Use the question as a heading: "Do you repair or replace roofs in Maryville?"
• Answer it in the first sentence or two: "Yes. We do both, and we'll tell you honestly which one makes sense."
• Then add the details, the exceptions, and your experience.

One page per main service, written for a person, beats dozens of near-identical pages. Google's guide says there's no ideal page length and no need to chop your content into tiny pieces for AI. Just be clear. Our content marketing guide covers how to figure out what to write.

5. Add an FAQ Section (for People, Not Just Robots)

Collect the 10 questions you hear most and answer them on your site. "Do you charge for estimates?" "Do you serve Oak Ridge?" "Can I bring my dog?" These answers are exactly what AI tools look for when someone asks a specific question about you. Bing's own advice for getting cited in Copilot mentions clear headings and FAQ sections.

6. Be Honest About Pricing

People ask AI tools "how much does a new roof cost in Knoxville?" constantly. If you can share a price range, do. If you can't, write a short section on what affects the cost and what a typical job includes. Pages that dodge the money question give AI tools nothing to work with, and they frustrate the humans reading them too.

7. Show Who's Behind the Business

You'll hear SEO folks talk about E-E-A-T, which stands for Experience, Expertise, Authoritativeness, and Trustworthiness. In plain English: does this business look real, and do these people know what they're talking about? Google's guide pushes "unique," "non-commodity" content that comes from your own knowledge and experience, the kind of thing an AI couldn't make up on its own. An About page with real names, how long you've been doing this, licenses or certifications, and the areas you serve does a lot of quiet work here.

8. Add Basic Structured Data

Structured data (also called schema) is a bit of behind-the-scenes code that labels the facts on your page: "this is a business name, this is the address, these are the hours." Use LocalBusiness (or a more specific type, like Plumber or Restaurant) or Organization markup that matches what's visible on the page. Google is clear that structured data isn't required for its AI features and there's no special AI markup, but it still helps machines read your facts correctly.

One update worth knowing: Google stopped showing FAQ rich results (the expandable questions under a search result) in May 2026. FAQ markup won't get you those dropdowns anymore. Your FAQ content is still useful to readers and AI tools, so keep it. Just don't let anyone sell you FAQ schema as a ranking trick.

9. Don't Block the Bots That Power AI Search

Your website has a small file called robots.txt that tells automated visitors ("crawlers" or "bots") where they're allowed to go. Some web hosts and security plugins now block AI bots by default, and some business owners block them on purpose without realizing what they're turning off. The key thing to know is that there are two kinds of AI bots:

• Search bots fetch pages so the AI can show and cite them in answers. OpenAI's is called OAI-SearchBot, and OpenAI says sites that block it won't appear in ChatGPT search answers. Perplexity's is PerplexityBot. For Google, regular Googlebot access is what matters for AI Overviews and AI Mode, and Microsoft Copilot uses Bing's crawler.
• Training bots collect content to train future AI models. OpenAI's is GPTBot. Google uses a setting called Google-Extended for training and for Gemini apps, and Google says it doesn't affect whether you appear in Google Search.

You can allow the search bots and block the training bots. OpenAI's documentation says each setting is independent, so blocking GPTBot doesn't keep you out of ChatGPT search. If you don't care about training, the simplest choice for a local business is to allow everything. Either way, ask whoever manages your site to check that the search bots aren't blocked by robots.txt or by a firewall at your hosting company.

One more Google setting to check: in 2026 Google added a control in Search Console that lets site owners opt out of AI Overviews and AI Mode. Google says sites that opt out won't get traffic or impressions from those features. If someone set up your Search Console account for you, make sure it wasn't switched off.

10. Keep It Fresh

Outdated hours, a service you dropped two years ago, a "2023 specials" page: AI tools can repeat all of it. Review your site and listings every few months. If your site is on a platform that supports IndexNow (a free way to ping Bing and other search engines when a page changes), turn it on. Microsoft recommends it to help AI answers reference the current version of your pages.

How to Check What AI Says About Your Business Today

This takes about 30 minutes and it's honestly kind of fun. Open ChatGPT, Gemini, Perplexity, Microsoft Copilot, and Google (try both a normal search and the AI Mode tab). Use a private or logged-out browser window if you can, since your own history can skew results. Then try prompts like these, adjusted for your business:

• "Who are the best HVAC companies in Farragut, TN?"
• "I need a family-friendly Mexican restaurant near Turkey Creek. Any recommendations?"
• "What do people say about [your business name] in Knoxville?"
• "Is [your business name] open on Sundays?"
• "How much does it cost to replace a roof in Knox County?"
• "Which real estate agents in Knoxville specialize in first-time buyers?"
• "Compare [your business] and [competitor] for kitchen remodeling in West Knoxville."

For each answer, note:

• Are you mentioned at all? If not, who is, and what do they have that you don't (more reviews, a clearer website, a listing on a directory you skipped)?
• Is the information right? Hours, address, services, service area, phone, website.
• Which sources does it cite? Most tools show links. Those links are your to-do list.
• How does it describe you? If it calls your landscaping company "a lawn mowing service" when you mostly do hardscaping, your website and profile probably aren't saying it clearly enough.

Don't overreact to one answer. AI responses vary from person to person and day to day, so run the same prompts once a quarter and look for patterns.

Fixing Wrong Information

You can't edit an AI's answer directly, and anyone who says they can is selling something. Fix the source instead. If the cited source is your old Yelp listing, update Yelp. If it's your website, update the page. If there's no source shown, check your Google Business Profile, Bing Places, Apple Business Connect, and Facebook first. Most AI tools also have a feedback button (usually a thumbs-down) where you can flag an answer as wrong. Then give it a few weeks.

A Few Knoxville Examples

These are hypothetical examples to show how this plays out, not real clients.

Example: A Farragut HVAC Company

The owner asks ChatGPT for "the best AC repair in Farragut" and doesn't show up. Two competitors do, and the answer cites their websites and a home services directory. Looking closer, the owner's website has one "Services" page with a bulleted list and no mention of Farragut anywhere. The fix: separate pages for AC repair, furnace repair, and maintenance plans, each answering common questions ("How fast can you get here?" "Do you charge a trip fee?") and naming the towns they serve. Plus a push for reviews that mention the job and the neighborhood.

Example: A Downtown Knoxville Restaurant

Perplexity says the restaurant closes at 9 p.m. It actually closes at 10 on weekends. The cited source is an old Yelp listing that was never updated after the hours changed. Ten minutes on Yelp, plus a check of Google, Apple, Bing, and Facebook, fixes the problem at the source.

Example: A Maryville Accounting Firm

Gemini describes the firm as "a tax preparation service," but most of their work is bookkeeping and payroll for small businesses. Their Google Business Profile category and homepage both lead with tax season. Updating the profile's services and description, and rewriting the homepage to say what they mostly do, gives AI tools (and humans) the right picture.

Myths and What Not to Waste Money On

AI search has created a gold rush of people selling "AI SEO" packages. Some of it is fine. A lot of it isn't. Watch out for:

• Guaranteed AI rankings or mentions. No one can promise that ChatGPT or Google will recommend you. Google says flatly that no third-party tool has access to its internal ranking or AI systems.
• llms.txt as a must-have. This is a proposed text file meant to guide AI tools around your site. Google says its search ignores it, and we couldn't find any major AI search engine that has said publicly it uses the file to decide what to show. It's harmless, but it's not worth paying for.
• "AI-optimized" rewrites of your whole site. Google says you don't need to write specially for AI or chase every variation of a keyword, because its systems understand synonyms and meaning.
• Mass-produced AI content. Pumping out hundreds of near-identical pages ("Plumber in Powell," "Plumber in Halls," with nothing different on each) can violate Google's spam policy on scaled content abuse. AI tools are great for drafts. Our post on using AI tools for small business marketing shows how to use them without sounding like a robot.
• Gaming the prompts. Asking ChatGPT about yourself 500 times, planting fake Reddit threads, or buying mentions on spammy "best of" sites. At best it does nothing. At worst it damages your reputation.
• Fake or incentivized reviews. Same rules as always. They violate Google's policies and can get your profile penalized.

The tools that track "AI visibility" can be interesting for bigger companies, but for most local businesses, the 30-minute manual check above tells you what you need to know.

How to Measure It

AI search is harder to measure than regular search, and anyone who tells you otherwise is guessing. Here's what you can actually see:

• Google Analytics (GA4): Look at traffic sources for visits from chatgpt.com, perplexity.ai, gemini.google.com, and copilot.microsoft.com. OpenAI says ChatGPT adds a tag (utm_source=chatgpt.com) to links it sends, so those visits can be tracked. Depending on how your analytics is set up, they may show up as referral traffic or as "unassigned."
• Google Search Console: Google says clicks and impressions from AI Overviews and AI Mode are already counted in your regular Performance report totals. In 2026 Google also added a separate Generative AI report that shows how often your pages appear in those features. It's still new, so treat it as one more clue rather than the whole story.
• Bing Webmaster Tools: Its AI Performance report (in preview since February 2026) shows how often your pages are cited in Microsoft Copilot and Bing's AI answers. Microsoft is clear that a citation isn't the same as a visit.
• Your Google Business Profile performance: Calls, direction requests, and website clicks from your profile.
• Ask every new customer how they found you. Seriously. A lot of AI-influenced customers never click a link. They read the answer, then search your name or call you directly, and that shows up in your analytics as "direct" or doesn't show up at all. Add a "How did you hear about us?" question to your contact form and intake process, and include "ChatGPT or another AI tool" as an option.

If you're new to Search Console, our SEO basics guide walks through setting it up.

The Short Version

AI search is changing how people find businesses, and it's still changing fast. What we've laid out here reflects what Google, OpenAI, Microsoft, and Perplexity say as of October 2026, and some of it will be out of date within a year. But the core idea has held steady: AI tools summarize what the web already says about you. Make sure the web says the right things, clearly and consistently, and you're doing GEO and AEO, whatever anyone calls it.

1. Complete and verify your Google Business Profile
2. Claim Bing Places and Apple Business Connect, and match your info everywhere
3. Ask for reviews that mention the service and the town
4. Answer real customer questions directly on your service pages and FAQ
5. Show who you are and why you're qualified
6. Add accurate LocalBusiness structured data
7. Make sure AI search bots aren't blocked
8. Check what AI says about you once a quarter and fix the sources

Related Resources

Continue learning with these related guides:

• Google Business Profile Guide — The foundation for local search and Google's AI answers
• SEO Basics — How search works, from the ground up
• Content Marketing Guide — Create content that answers your customers' questions
• What "Local SEO" Actually Means
• How to Get More Google Reviews
• Why Your Knoxville Business Isn't Showing Up on Google

Need Help?

You can do everything in this guide yourself. If you'd rather hand it off, our local SEO services cover your Google Business Profile, listings, and reviews, and our content marketing work builds the kind of question-answering pages AI tools pull from. If your website itself is the problem, our Website + Google Plan bundles a new site with structured data and ongoing Google Business Profile management. We can't promise any AI will recommend you (nobody honestly can), but we can make sure what it finds is accurate and complete. Let's talk.