What do AI assistants say about local businesses?
They may describe a business's services, location, hours or other details in response to a question. But there is no single answer that represents every assistant, every customer or every moment. To understand a particular result, read what was actually shown and check the claims and supporting sources.
An answer might be useful, incomplete or wrong. It might name the business without linking to its website, link to a page without recommending it, or provide no relevant answer. None of those observations alone tells you the business's permanent position.
For an owner, the useful task is narrower than finding an “AI verdict.” Establish whether a customer could be misled and whether there is a specific fact or source you can correct. Do not assume that an error must exist somewhere on your own website just because an assistant repeated it.
What an AI assistant actually is, in plain words
An AI assistant can produce responses to questions and help with tasks. Some answer experiences use web search and show links; the way they obtain and present information depends on the product and the context. They should not all be treated as identical search engines.
Google's AI Overviews guidance describes summaries with key information and links, shown when its systems judge the feature helpful. It also warns that responses can contain mistakes. An overview is not guaranteed to appear for every business-name search.
AI Mode allows a more conversational search experience with follow-up questions and web links. Google's guidance describes the possibility of misinterpreting information or missing context. It can also provide web links instead of a generated answer when confidence in an answer's usefulness is insufficient.
Outside Google, OpenAI's ChatGPT search documentation describes web search that may be used automatically or selected by the user. Search responses may include sources, and those results or citations can also be incomplete or incorrect.
Use the documentation for the product you are examining. A Google feature's controls and conditions do not establish how another assistant behaves, and a familiar chat interface does not prove that a live search took place.
Where an assistant gets what it says about you
Public information can be relevant, including a business website and other pages describing it. Google's AI optimization guide describes retrieval from Search and the role of accurate local business and ecommerce details. Business Profile and Merchant Center information can support visibility in Google's experiences.
That does not prove that every answer reads the current Business Profile directly, or that every public sentence is retrieved. It also does not establish one fixed order in which sources are used. The source linked to an answer is something to inspect, not a complete record of the system's internal process.
Be careful with claims that an assistant uses public material “and nothing else.” The question itself supplies context, and products may use other context under their own settings. OpenAI, for example, documents that location information and enabled memory can affect search-query rewriting. Do not enter private customer information merely to test a public business description.
When a link appears, check whether it supports the particular statement. A link to your homepage does not establish that the page contains every claim in the answer. Equally, a correct answer does not prove that the assistant visited your latest page.
Reviews and ratings require the same care. If an answer refers to them, identify the business, platform, source and context before accepting the statement. Do not assume that a sentence summarises all reviews or that a number belongs to the right location. An opinion reported in a review is not automatically a verified fact about every customer's experience.
What Google says about getting into its AI answers
Google does not require a special AI file or special schema for its generative Search features. Its AI features documentation nevertheless includes eligibility conditions for supporting pages, including indexing and the ability to show a Search snippet. Eligibility is not a guarantee of selection.
Current guidance also points to the Search generative AI inclusion control. Include, exclude and inherited choices have a different purpose from removing a page from Search altogether. A deliberate restriction should not be changed without the responsible owner's agreement.
For other services, consult their own access conditions rather than assuming the Google decision controls them too. Making information available does not guarantee that it will be selected, accurately represented or recommended.
Local ranking is another distinct topic. Google's local ranking guidance describes relevance, distance and popularity and says there is no way to pay for a better local ranking. It does not establish the mechanics of every assistant's recommendations.
If someone offers paid visibility, ask what they mean. Paid work improving information, advertising where supported and a promised organic recommendation are different offers. Do not use Google's local-ranking rule as proof that all paid formats everywhere are impossible. Equally, do not buy an unsupported promise that a supplier controls an external answer.
Why two assistants can say different things about the same shop
Differences can arise from the product, question, available information and context. An answer may also be mistaken. Without evidence, you cannot reliably assign the difference to one cause or claim that the assistants certainly consulted different pages.
Suppose, as a hypothetical example, a bakery closes its shop at six but takes advance orders for later collection by arrangement. An answer says the bakery is open to all customers until eight. There are several possibilities to investigate: the website may blur the distinction, an older directory may list the wrong hours, or the answer may have expanded a limited arrangement into general opening hours.
The correction depends on what you find. If the page is ambiguous, explain the actual distinction. If it is already clear, do not change correct shop hours to match the generated answer. If another source is wrong, use the route available for that source. If you cannot establish the origin, record it as unknown and report the inaccurate answer where appropriate.
Two answers may agree, disagree or contain no useful business information. There is no reason to promise that every owner will uncover an old fact within a fixed number of minutes.
Common information problems worth checking
In our practice, public business details can disagree across the website and other records, and hours or descriptions of services can remain outdated. These are useful things to inspect. They are not a measured explanation for most AI errors or proof that a particular answer used those records.
Check substantive facts rather than demanding identical formatting everywhere. A real contradiction in opening hours matters; a harmless difference in punctuation is not the same problem. Where an address is intentionally hidden from customers, consistency does not mean making it public.
Categories and descriptions should reflect what the business actually does. Do not list a speciality merely because you want enquiries for it. A visitor needs to know whether the service exists, not whether the wording might attract an answer system.
For hours, distinguish the facts that customers need: shop access, the service being offered and any actual special arrangement. Use the appropriate supported fields or public explanation. Do not invent extended availability to make the business look more convenient.
Read AI-assisted descriptions as drafts requiring factual review. Our approach includes human checking; flattering wording does not establish whether a person or model wrote it. An unsupported claim is a problem either way. Remove invented capabilities rather than polishing them into a more convincing form.
How to check this yourself
Choose the product and the business situation you want to examine. A question using the business name tests something different from a trade-and-area question. Add the location where needed to avoid confusing businesses with similar names, without including private customer details.
Use the relevant answer feature where it is available. Record the question, product, date, language and important visible context with the output. If no overview or relevant answer appears, write that down as the result of this check, not as proof of a technical exclusion.
Read the answer for claims that could affect a customer: the business identity, service scope, location, hours and contact route. Separate a factual statement from a recommendation or an opinion. Then open the cited sources and check what they actually say.
For each concern, write down the confirmed fact and the evidence for it. That may reveal an error on your own page, a problem elsewhere or an unsupported answer with no clear source. These findings should not all receive the same remedy.
A later comparison can help you see whether the observed answer changed. Keep a stable core question and record any change in context. This is a limited sample, not a count of all answers delivered to customers or a permanent ranking of the business.
What to do when the answer about you is wrong
Address confirmed source errors through the appropriate route. If the website is wrong, ask its authorised editor to correct the relevant page. If a Business Profile fact is wrong, use its supported editing process with the appropriate account and access. You do not need to change the entire profile to correct one established issue.
An external directory or article has its own publisher and correction process. Keep the request factual. Do not claim control over another source or promise its removal. If the source is correct but the answer is not, preserve the accurate information rather than changing it to chase one response.
Feedback is a separate action, not a step that must wait until every possible source has been fixed. Google's AI Overview help describes Thumbs down for an inaccurate or problematic overview, with Report a problem and details where offered. Follow the controls in the product you actually see; Google notes that some described settings are being updated.
Explain the incorrect claim and the evidence for the correction. Do not include unrelated confidential material. Submitting feedback does not establish that a correction has been accepted or that future answers will change by a particular date.
Check later where useful, and distinguish the source correction from the observed answer. The source may be corrected while an answer remains wrong; the answer may change for reasons you cannot isolate. Report what is known instead of claiming that every assistant has been repaired.
What being mentioned does and does not tell you
A mention can help you investigate how the business is described, but it is not automatically an endorsement. A supporting link is not the same as a visitor, and a visitor is not automatically an enquiry. An inaccurate positive recommendation can still create problems for customers and the business.
Google's Generative AI performance report records specified link impressions, not an archive of every answer or every unlinked brand mention. A manual check and a platform report answer different questions. Neither should be presented as a complete picture of all assistants.
For a useful next step, choose one established factual issue or one clearly stated unknown. Decide who can resolve it and what evidence would show completion. You do not need an invented visibility score or an immediate ranking promise to make that work worthwhile.
If you need help separating contradictory information from assumptions, see what an audit can cover. Bring the public page or recorded answer and the specific business fact in question. Confirm the scope of the work rather than assuming an audit will change every external answer.
This article is part of the AI answers guide.
Frequently asked questions
what do ai assistants say about local businesses
They may describe services, location, hours or other details in response to a question, but there is no single answer that represents every assistant or user. Inspect the actual output and any supporting sources. An answer can be incomplete or wrong, and its wording alone does not prove where the information came from.
Can I pay to be mentioned in an AI answer about my trade
Distinguish paid work on your information, advertising where available and an organic recommendation. Google says better local ranking cannot be purchased, and its AI eligibility guidance does not guarantee selection. That is not a universal statement that every paid format on every platform is impossible. Ask exactly what is being sold and reject an unsupported promise of an external decision.
Do I need to add special code to my website for AI assistants
Google does not require special AI files or special schema for its generative Search features. Supporting pages still need to meet relevant indexing, snippet and inclusion conditions. Other platforms have their own documentation. A file or code change does not guarantee that an assistant will mention or recommend the business.
Why does an assistant give my old opening hours
An outdated source is one possibility, but the answer may also misinterpret information, confuse businesses or make an unsupported claim. Check the exact business and any cited source against confirmed hours. Correct an established error through the appropriate route; do not assume the cause from the answer alone.
Is being named in an AI answer the same as ranking first on Google
No. A mention, a supporting link and a conventional Search position describe different things. An answer observed for one question does not establish permanent placement or a business-wide ranking. Check whether the information is correct and useful before treating the mention as a success.
What should I do when an AI answer about my business is wrong
Record the exact claim and available source, confirm the correct fact and identify where a correction is needed. Fix information you control or use the appropriate route for another source. You can also report the answer through the product’s feedback options. Feedback and source corrections are separate actions, neither of which guarantees a particular update or deadline.