Triage for AI answers

AI Search Fixes: What to Do When AI Gets Your Business Wrong

It is 11:40 at night. You asked ChatGPT for the best company in your trade and town, and it named three businesses. Yours was not one of them, and one of the three closed two years ago. This section exists for that moment: what went wrong, where it came from, and what to fix first.

October 8, 2026 · 12 min read

The short answer

When an AI engine gets your business wrong or leaves it out, the cause is almost always in the public record it reads: your website, your Google, Apple and Bing listings, directories, reviews and articles that mention you. Find the source it used, correct that source, make your facts match everywhere, then recheck the answer over the following weeks.

On this page
  1. Before you fix anything, write down what the machine said
  2. Eight ways an AI answer goes wrong, and the page for each
  3. The usual suspects, and a ten-minute test for each
  4. How long until the answer changes
  5. Free fixes you can make before lunch
  6. Remedies that cost money and fix nothing
  7. When the problem is bigger than a Saturday

Before you fix anything, write down what the machine said

Most owners meet a bad AI answer the way they meet a bad review: with a rebuttal nobody reads. The engine cannot hear you. What it can do is read better sources the next time someone asks. So the first job is evidence, because the right fix depends on which engine spoke, whether it was searching the web at the time, and which pages it leaned on. Ten minutes of note-taking now saves a month of fixing the wrong thing.

  1. 1

    Save the question and the answer

    Screenshot the whole answer, copy the question word for word, and note the date and the engine. For ChatGPT and Claude, note whether web search was on. An answer from memory and an answer from a live search come from different places and get fixed in different ways.

  2. 2

    Open every source it cited

    ChatGPT search, Perplexity, Copilot, Claude with web search and Google's AI Overviews show the pages behind an answer. Gemini shows a Sources button on some responses but not all. The wrong fact usually lives on one of those pages, word for word.

  3. 3

    Ask again, three different ways

    Rephrase the question, ask in a private window, and try the other engines. AI answers vary from one asking to the next, so one bad answer is a sample, not a verdict. The free AI visibility check puts your question to ChatGPT and other engines at once and shows who they named instead of you.

  4. 4

    Sort it into one of eight problems

    Use the cards in the next section. The type of problem decides the fix, and most owners have two of them at once.

Each engine has its own plumbing. Microsoft says Copilot runs on Bing's index, and independent tests have found ChatGPT search results matching Bing's too. Google AI Overviews and AI Mode pull from Google's own index and Business Profiles. Gemini reads Google Maps for places. Press reports say Perplexity has licensed Yelp data since 2024, and Siri leans on Applebot and Apple's own place cards. Knowing which pipe the bad answer came through tells you which valve to turn.

Eight ways an AI answer goes wrong, and the page for each

You are missing or outranked

ChatGPT names a competitor

You ask for the best roofer in your town and get three names, none of them yours. First suspect: the rival appears in more of the sources the engine reads. Start at ChatGPT recommends my competitor.

The AI has never heard of you

Ask about your business by name and the engine shrugs, or describes a different company with a similar name. First suspect: a thin, inconsistent public record. See AI doesn't know my business.

Page one on Google, absent from AI

First suspects: a robots.txt line that turns away AI search crawlers, text that only appears after JavaScript runs, or a weak showing in Bing. The full diagnosis is at ranks on Google but not in AI.

AI Overviews ate your clicks

Rankings hold, impressions climb, clicks fall. The answer now sits on Google's results page. Work through AI Overviews took my clicks before you blame the agency.

You are named, but wrong

Wrong hours, phone or address

The engine sends customers to a number you dropped in 2022. First suspect: an old listing or a Business Profile that disagrees with your site. Fix it with AI has wrong business information.

Facts nobody ever published

A service you never offered, a price you never charged, a founding year off by a decade. First suspect: a gap the model filled with a guess. See AI made up facts about my business.

Last year's prices and menu

The answer quotes a page you rewrote, or a press release from your old location. First suspect: outdated pages still live and still ranking. Go to AI cites old information.

One bad review becomes the summary

Two hundred happy customers, and the engine leads with the one who waited a week for a callback. First suspect: few recent reviews and no replies. Read AI quotes a bad review.

The usual suspects, and a ten-minute test for each

Bad AI answers have a short list of causes, and most can be confirmed with a browser and a cup of coffee. Work down the table in order. The top rows are the most common, the cheapest to fix, and the most likely to explain several symptoms at once.

Common causes of wrong or missing AI answers, how to check each, and what they produce
How to check itWhat it usually causes
Listings that disagreeSearch your name and phone in Google Maps, Apple Maps and Bing; compare the name, address, phone, hours and category on eachWrong details, a business the AI cannot place
AI search crawlers turned awayOpen yoursite.com/robots.txt and look for Disallow rules under OAI-SearchBot, PerplexityBot, Claude-SearchBot, Bingbot or a blanket User-agent: *Ranking on Google but invisible in ChatGPT, Perplexity or Claude
Text that needs JavaScriptUse View Source, not Inspect, on a service page; if the words are not in the raw HTML, many AI crawlers never see themMissing from AI answers, or answers built from other sites' descriptions of you
Absent from the cited sourcesList the directories, articles and roundups the engines cited; check whether you appear on eachA competitor named in your place
Old pages still liveSearch your own site and old directory profiles for past prices, addresses, staff and servicesStale facts repeated with confidence
A thin review profileCount reviews from the past twelve months on Google, Yelp and your trade's sites; check whether complaints got a replyA bad review quoted as the summary, or a rival preferred
Model memoryAsk the same question with web search on and off where the app allows it; an error that only appears from memory came from training dataInvented or outdated facts that no live page contains

Each row has a mechanism behind it, explained in the concept pages: how AI chooses which businesses to name, entity optimization for the listings problem, the AI crawler tokens and what blocking each one does, JavaScript and AI crawlers, reviews and AI recommendations, the forums and directories engines cite, and content freshness.

How long until the answer changes

Nobody can promise a date, and anyone who does is guessing. Each engine refreshes on its own schedule, and some of the data passes through a third party first. What can be said honestly is which fixes travel fastest and which ones depend on someone else's calendar.

Where each kind of fix lands and what is known about its timing
Where it shows upWhat controls the timing
Google Business Profile editGoogle Search, Maps, AI Overviews, AI Mode and Gemini's answers about placesGoogle reviews edits before they go live; the most direct route into Google's own answers
Apple Business place cardApple Maps, Safari, Spotlight and SiriOwners manage it directly in Apple Business, which is free; Maps users can also file Report an Issue
Bing Places listingBing, Bing Maps and CopilotBing's schedule; the new Bing Places can import a listing from Google to start
Unblocking OAI-SearchBotChatGPT search answersOpenAI says its systems adjust to a robots.txt change in about 24 hours; the pages still need crawling after that
A corrected page on your siteEvery engine that searches the webWhen each crawler returns; IndexNow tells Bing, and so Copilot, about updates sooner
A corrected directory or articleAny engine that cites that sourceThe publisher's schedule first, then the crawlers
Knowledge panel descriptionGoogle SearchIt cannot be edited directly; Google says to ask the original source to correct it
What a model learned in trainingAnswers given without web searchOnly a new model changes it; the practical fix is making search-grounded answers outweigh it

Free fixes you can make before lunch

A surprising share of AI search problems trace back to an afternoon of housekeeping nobody did. None of these costs money. All of them help with ordinary search as well, which matters, because Google said in May 2026 that optimizing for its AI features is still SEO.

  • Correct your Google Business Profile in Search or Maps: name, hours (holiday hours too), phone, categories and services. If you also see the wrong number in Google Assistant, the walk-through for a wrong phone number in Google Assistant applies.
  • Claim your place card in Apple Business, the free platform that replaced Apple Business Connect on April 14, 2026. If Siri reads out the wrong times, see Siri has the wrong business hours.
  • Set up Bing Places at bing.com/forbusiness. It can import your Google listing, and Bing feeds Copilot.
  • Read your robots.txt. Blocking GPTBot only opts you out of OpenAI's model training; blocking OAI-SearchBot keeps you out of ChatGPT search entirely. If the file blocks Google too, start with robots.txt blocking Google.
  • Report the wrong answer where the engine allows it. AI Overviews have thumbs up and down plus Report a problem; Gemini and Claude take a thumbs-down. Feedback does not rewrite the answer on the spot, but it costs thirty seconds.
  • Open the free reports. Search Console's Generative AI performance report shows AI Overview and AI Mode impressions by page, and Bing Webmaster Tools' AI Performance report counts Copilot citations. Neither shows the answer text, but both show whether you are in the room.
  • Run a quick site check. The website health check catches broken pages and slow loads, and the voice search check shows what assistants read aloud.

Remedies that cost money and fix nothing

Every gold rush sells shovels, and this one sells some very shiny ones. Before you pay for an AI search fix, check it against what the engines themselves have published. Some of the most heavily marketed remedies are the ones the engines have said they ignore.

Worth the time

  • One name, address, phone and description, identical on the site and every listing
  • Plain service pages that state prices, areas, hours and credentials in the HTML
  • Recent reviews from real customers, with a reply to every unhappy one
  • Getting listed on the directories and local articles the engines already cite
  • Removing or redirecting old pages that state old facts

Skip it

  • An llms.txt file to win AI answers: Google says Search does not use it, and Ahrefs found 97% of such files got no requests in May 2026
  • Special AI schema: Google says there is none to add for its AI features
  • FAQ markup for rich results: Google stopped showing FAQ rich results on May 7, 2026
  • Hidden text aimed at chatbots: Bing's updated guidelines reportedly list prompt injection as abuse, and Google applies its spam policies to AI answers
  • Bought, fake or gated reviews: the FTC's rule and Google's policies forbid them
The engine is not ignoring you out of spite. It is repeating what the web told it, and the web still has your old phone number.

Be especially wary of anyone selling a guaranteed spot. According to press coverage, Bing's own guidelines now say GEO does not guarantee citations, and an AI answer has no fixed rank to buy. We explain why in there is no number one in an AI answer.

When the problem is bigger than a Saturday

Some fixes are housekeeping. Others are a project. Call for help when you have corrected the obvious sources and the answers have not moved after a couple of months, when a competitor is named across every engine for the questions that pay your bills, when the site itself cannot be read without JavaScript, or when an answer says something damaging. On that last point, according to press reports, a Minnesota solar company sued Google in 2025 over an AI Overview it said falsely described a lawsuit against it; Google denies the claims. If an answer looks defamatory, talk to a lawyer. We are a web and marketing studio, not a law firm.

For everything else, start with a free GEO audit. We run your customers' questions through the engines, check how crawlers read the site, compare your listings, and send back a fix list with a fixed monthly quote. The work runs inside our monthly SEO programs, with no long contract. Programs start at $625 a month, and most local businesses land between $625 and $2,250 depending on how competitive the questions are and how much needs fixing; the GEO pricing page explains what moves the number, and financing for SEO is available.

Teams with their own marketers can take a plan and do the work themselves through GEO consulting. Owners who want the full program can read how we approach AI and GEO search optimization and AI recommendation optimization, or browse the wider list of AI search problems we repair. The broader primer on the discipline lives at generative engine optimization.

Questions owners ask us about AI search

Not directly. No engine lets a business edit an answer. What you can change is the material the answer is built from: your site, your Google, Apple and Bing listings, the directories and articles the engine cites, and your reviews. When those agree and the crawlers can read them, the answers tend to follow. Start by checking which sources it cited, then see how to get recommended by ChatGPT.

AI engines generate each answer fresh, and the ones that search the web may pull different pages on different runs. Wording, location, settings and past conversations can change the result too. That is why one answer is a sample. Ask the same questions on a schedule and count how often you are named; the AI share of voice guide shows how.

It depends on the engine and the source. Google reviews Business Profile edits before they go live, and Google's AI features read Business Profiles. Engines that search the web see a corrected page when they next crawl it. Facts a model learned in training only change with a new model. Plan on weeks, not days, and recheck rather than refresh.

Usually not. Blocking the search crawlers removes you from the answers rather than correcting them: OpenAI says sites that opt out of OAI-SearchBot are not shown in ChatGPT search answers. Blocking GPTBot or Google-Extended controls training and Gemini grounding, not Google's AI Overviews. The tokens and their effects are laid out in the AI crawlers guide.

Yes, as one step among several. Google's AI Overviews offer thumbs up and down and Report a problem, and Gemini and Claude accept a thumbs-down. Google warns that Gemini can present inaccurate information as fact, and Anthropic says Claude can give incorrect or misleading responses. Feedback does not rewrite the answer on the spot, so fix the underlying source too.

Usually not. Most fixes are listings, reviews, a few clear pages and a robots.txt edit. A rebuild makes sense when key text only appears after JavaScript runs, or the site is too slow or tangled to fix. Our custom builds start at $1,750 as a fixed price, and a free site audit will tell you which camp you are in.

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Find out why the AI got you wrong

Tell us what you saw and which engine said it. We will run your customers' questions, trace the answer to its sources, and send back what to fix first, with a fixed monthly quote if you want help.

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