Playbook

Your Google Business Profile Is Feeding AI the Wrong Info

Google's own documentation names your Business Profile as an input to its AI answers. Most agencies have not opened theirs in months.

Mike Moore outside a small-town storefront office holding a phone that shows a map pin for the business
The short version

Your Google Business Profile is not a static listing. Google's own guide to optimizing for generative AI features states plainly that Business Profile and Merchant Center data "can help your products and services to be visible in both AI responses and other Google Search results"1. Google's own Business Profile Help documentation adds the uncomfortable part: that data is compiled from four sources, and only one of them is you3. Whitespark's 2026 survey scores your primary category as the single highest weighted local ranking factor, at 227 points4.

The profile nobody has opened in months

Open a private browser tab on your phone right now and search your own agency's name, the way a prospect would. Not your website. The listing that comes up in Maps, with the phone number, the hours, the category, and the row of services underneath your name. Read it as a stranger would, not as the owner who already knows what's true.

There's a real chance something on it is wrong. The hours still show what they were before you moved a producer to a four day week. The category says something adjacent to insurance instead of the specific line you actually write. A service is listed that you dropped two years ago, or one you offer isn't listed at all. None of that throws an error. Nothing tells you. It just sits there, quietly becoming part of what Google says about you the next time someone asks.

Most agency owners treat a Google Business Profile the way they treat a filing cabinet: set up once, glanced at when a review comes in, otherwise ignored. That treatment made sense when the profile's only job was to show a pin on a map and a phone number. It stopped making sense the moment Google started using that same profile as raw material for the answers its AI systems generate about your agency, in Google's own words, not a guess by an SEO blog.

Before you keep reading

If you want a straight answer on where your own site and profile stand for AI citation right now, the free Audit scores it in about a minute. strategicaiarchitects.com/audit

How a profile becomes part of an AI answer

For most of the last decade, a Google Business Profile had one job: power the Local Pack, the three listings with a map that appear above the organic results for a local search, plus the fuller listing you see when someone taps into Maps. That is still true. What changed is that the same structured fields, category, hours, attributes, services, description, and the photos and reviews attached to them, are now also material Google's generative AI features draw on when they build an answer.

Google states this directly rather than leaving it to inference. Its guide on optimizing for generative AI features on Search, last updated July 10, 2026, includes this sentence in its recommendations for merchants and local businesses: "Using products like Merchant Center (such as Merchant Center feeds) and Google Business Profiles can help your products and services to be visible in both AI responses and other Google Search results"1.

A second, separate Google Search Central page dedicated to AI features, last updated December 10, 2025, repeats the same point from the angle of a maintenance checklist rather than a strategy pitch. Among its listed best practices: "Checking that your Merchant Center and Business Profile information is up-to-date"2. Two different Google documents, published five months apart, naming the same two products as inputs worth keeping current specifically because of AI features, not classic search alone.

Neither page promises that a clean profile guarantees an AI Overview will name you, and this guide will not promise that either. What they establish is narrower and still worth acting on: your profile is one of the pipes Google has publicly said it draws from when it builds an AI-generated answer that touches your business, alongside the Local Pack and Maps work it has always done. An agency that lets that pipe carry stale or wrong information is handing Google's AI systems a source it will not know to distrust.

There is a second, more direct connection worth naming. Google's own Business Profile Help documentation now describes a way to link a verified profile straight into the Gemini app, letting an owner ask Gemini to "update your Business Profile, such as your business hours, contact info, and action links," draft review replies, "analyze and summarize customer feedback from reviews," and pull performance metrics and search keywords8. The feature is limited today, gradual rollout, available only to the sole owner or manager of a single verified profile, not offered in the European Economic Area or the UK, and reachable only through the Gemini web app8. Narrow availability aside, the direction is plain: Google is building a path where its own AI reads your profile and writes back to it in the same conversation, which makes an inaccurate field something an AI assistant could just as easily repeat as correct.

Where the information actually comes from

Here is the part that surprises most owners who assume their profile only says what they typed into it. It doesn't. Google's own Business Profile Help documentation, in a page titled "Understand how Google sources & uses info in Business Profiles & local search results," names four separate inputs3.

How Google compiles the information in a Business Profile
Source What it actually is Who controls it
Owner-provided info Category, hours, services, description, attributes you entered You, if you log in and keep it current
Crawled web content Information pulled from your own official website Whatever your site currently says, right or wrong
User contributions Addresses, phone numbers, photos, and reviews submitted by users Anyone who has ever interacted with the listing, not just you
Google's own data Information based on Google's own interactions with the location Google, from signals no dashboard fully exposes

Google's own summary of how these blend together is almost gentle about how much control it removes from the owner: "The combination of information provided by you and other sources lets customers make informed decisions about your location"3. Read plainly, that means an owner who never logs in still has a profile that keeps changing, because three of the four sources feeding it are not the owner. A stray phone number a user submitted two years ago, a service your old website mentioned before a redesign dropped it, or a category Google inferred from a crawl of a page you have since rewritten can all still be sitting in that profile today, feeding forward into whatever Google's systems say about you next.

The mechanism, in one sentence

A Business Profile is not a form you filled out once. It is a live blend of what you typed, what your website says, what users submitted, and what Google itself inferred, and any one of those four can be wrong without you ever finding out.

What Google says, in its own words

It is worth reading these sources directly rather than a secondhand summary, because the exact wording matters more than the general idea. Here are the three Google-published pages this guide draws from, side by side.

Three Google documents, in Google's own words
Document What it says Last updated
AI optimization guide Merchant Center and Business Profile data "can help your products and services to be visible in both AI responses and other Google Search results" 2026-07-10
AI features page Lists checking that Merchant Center and Business Profile info is current as a stated best practice for AI features 2025-12-10
Business Profile Help Profile info is compiled from owner input, crawled web content, user contributions, and Google's own data Not dated on the page

None of these three pages is written as marketing copy aimed at agencies. They read like exactly what they are, technical documentation for developers and business owners, which is part of why they carry more weight than a secondhand blog post summarizing them. When Google tells its own developer audience to check that Business Profile data is current specifically because of AI features, that is a maintenance instruction, not a sales pitch.

What this does not mean. A perfect profile does not guarantee your agency gets named in an AI Overview, and anyone who promises that outcome is not being straight with you. It means your profile is one of the inputs Google has said it draws from, and a wrong one is a source Google has no reason to distrust simply because it happens to be incorrect.

Why a handful of fields carry so much weight

If the profile feeds forward into more than just the map pin, the individual fields inside it are worth more attention than most owners give them. Whitespark's 2026 Local Search Ranking Factors survey, a two hour panel of 47 local search specialists scoring 187 individual factors, published November 6, 2025, puts numbers on which fields carry the most weight in Google's local systems4.

Whitespark 2026: three fields you directly control 227 Primary category (rank 1) 189 Business hours (rank 5) 134 Predefined services (rank 22)
Source: Whitespark, "2026 Local Search Ranking Factors," published 2025-11-06, 47 experts scoring 187 factors4.

Primary category scores 227 points, the highest of any individual factor in the entire study, and it sets which searches your profile is even eligible to surface for before anything else gets a chance to matter. We cover category selection and the map pack in full in a separate guide, so this article will not repeat that ground. What's worth adding here is the field two slots further down the list: "business is open at time of search," scoring 189 points at rank 5, and one many agencies get wrong without realizing it, since a lapsed hours update quietly removes you from "open now" filtered searches and from any AI answer built around current availability.

The field worth slowing down on is one that gets far less attention than category or hours: "presence of GBP predefined services," scoring 134 points at rank 22, described in Whitespark's own report as a factor that has "significantly increased in importance" in recent research. This is the list of specific services attached to your listing, Medicare Advantage enrollment, ACA marketplace plans, final expense, commercial lines, whatever your agency actually writes. Most insurance profiles we've audited either leave this list mostly empty or never update it after the account was first set up, which means the profile Google is drawing from describes a narrower or older version of the agency than the one actually operating today.

Primary category

The single highest scored factor. Pick the exact category that matches what you sell, not the closest generic one.

Business hours

Update these the same week staffing or office hours change, not whenever you happen to remember.

Services list

Every line you write, named specifically. An empty or stale list is a thin, outdated version of your agency.

Business description

Plain language describing who you serve and what you write, matching what your website actually says.

Questions and answers

A public thread anyone can post to. Check it for stale or incorrect answers nobody claimed.

Suggested edits

Google lets any user propose a change. Review the pending queue instead of letting edits auto-apply unnoticed.

The neglected profile vs. the maintained one

Put the two states side by side and the practical difference is not subtle. This is not a technical upgrade. It is the difference between whether the raw material Google is drawing from describes your agency accurately or not.

Neglected

Set up once, never revisited

  • Category picked years ago, never reconsidered
  • Hours reflect a staffing setup that no longer exists
  • Services list empty or missing current product lines
  • Description copy-pasted from a directory listing template
  • Pending edit suggestions nobody has ever reviewed

What Google draws fromWhatever the four sources happened to leave behind

Maintained

Checked on a real schedule

  • Category matches the exact line of business, reviewed periodically
  • Hours updated the same week they actually change
  • Services list mirrors what the website currently offers
  • Description matches the agency's real language, not template filler
  • Suggested edits reviewed and accepted or rejected on purpose

What Google draws fromAn accurate, current description the owner actually stands behind

4

Separate sources that compile your profile, per Google's own documentation3

227

Whitespark's score for primary category, the No. 1 individual local ranking factor4

134

Whitespark's score for GBP predefined services, rank 22 of 1874

12.8%+

Share of Google searches showing an AI Overview, by volume, across 55.8 million analyzed6

What a wrong or thin profile actually costs

The honest starting point is that not every search shows an AI Overview, and local searches specifically show them less often than the average query. Ahrefs' analysis of 55.8 million AI Overviews across 590 million tracked keywords, published May 19, 2025, found AI Overviews appear on at least 12.8 percent of searches by volume, roughly 23 billion of the 180 billion monthly searches in its index6. The same study found local-intent queries make up only 6.85 percent of AI Overview appearances, underrepresented relative to their normal share of search volume6. If your agency's core searches rarely trigger a visible AI Overview today, that is consistent with the data, not a sign your profile is somehow exempt from any of this.

What that caveat does not change is the Local Pack and Maps, which have drawn on this exact profile data for years regardless of whether a query happens to show an AI Overview on top of it. BrightLocal's Local Consumer Review Survey 2026, a representative panel of 1,002 US adult consumers published February 11, 2026, found 97 percent read reviews before choosing a local business5. Reviews live on the same profile as your category, hours, and services. A prospect who reaches your listing through a review is reading the rest of that profile in the same glance, AI-summarized or not.

Layer the two findings together and the practical cost is specific rather than abstract. A thin or wrong profile is a liability on the surfaces that already reach nearly every prospect, the Local Pack and Maps, every day, and it is a liability on the newer AI answer surfaces on whatever share of searches those surfaces happen to cover for your specific market, a share that Google's own guidance says will keep expanding rather than shrinking. There is no version of this where an inaccurate profile is neutral.

Think about the two agents a shopper is comparing in the same sitting. One agency's profile names the exact line of business, lists current hours, and shows a services list that matches the website the shopper clicks next. The other shows a generic category, hours that were right two office moves ago, and a services list from whenever the account was first claimed. Nothing about that comparison requires an AI Overview to matter. It plays out the same way in the plain Local Pack, in Maps, and in whatever a search assistant decides to summarize from either listing, because the underlying material is the same regardless of which surface renders it. The agency with the accurate profile is not winning an AI citation contest. It is simply the one whose public information happens to be true.

The failure mode we see most

An agency assumes a wrong profile is a minor annoyance because nobody has complained about it directly. Nobody complains. A prospect who reads outdated hours or the wrong service list simply moves to the next listing without saying why, and there is no support ticket for a decision that never reached you in the first place.

The check almost nobody runs

There is a second failure that compounds the first one: your website and your Business Profile disagreeing with each other. Google's AI features documentation lists "making sure your structured data matches the visible text on the page" among its recommended practices, one of a short list of explicit rules it states for AI-generated results2. The same logic extends past schema markup to your profile. If your site's service pages list Medicare Advantage, ACA marketplace, and final expense, and your profile's services list still only shows the two lines you offered when the account was created, you have handed Google two different descriptions of the same agency and left it to guess which one is current.

This mismatch is invisible from inside your own workflow, because nobody reads both surfaces side by side in the ordinary course of running an agency. You update your website when you add a line of business. You do not, in the same afternoon, also open your Business Profile dashboard and make the matching change, because the two live in entirely different systems with no shared login and no notification that one has drifted from the other.

The gap tends to widen at exactly the moments an agency is changing the most. A new producer licensed for a line you did not previously write. An office added in a second county. A rebrand that changes the description copy on the website but not the paragraph sitting in the Business Profile dashboard, because whoever wrote the new site copy had never been given that login. None of these are unusual events. Each one is a normal part of running an agency, and each one is a moment where the two surfaces quietly stop agreeing unless someone remembers to update both on purpose.

A five minute check

Open your Business Profile's services list and your website's service pages side by side. Circle anything on one that is missing from the other. That gap is exactly what an AI system sees when it pulls from both sources and gets two different answers about what you offer.

How to fix it in an afternoon

None of this requires new software or a developer. It requires logging into an account most owners set up once, years ago, and giving it the same attention as any other piece of client facing material.

Sign into Google Business Profile Manager and read every field like a stranger would. Category, hours, phone number, website link, attributes, and the services list. Note anything you did not type yourself or would not recognize as current.

Confirm your primary category is the exact match for what you sell, not the closest generic option from years ago. Whitespark's data says this single field outweighs every other individually scored factor in the study.

Rebuild the services list from your current website, line by line, so both surfaces describe the same agency. Remove anything you no longer offer and add anything you do.

Check the pending suggested edits queue, a section most owners have never opened, for changes other users have proposed that were never reviewed one way or the other.

Read your Q&A section for stale or wrong answers, including ones a stranger, not you, posted and answered without your input.

Put a recurring reminder on the calendar, monthly at minimum, and any time staffing, hours, office locations, or product lines change. A profile checked once a year has eleven months to drift before anyone notices.

Most of this is genuinely something an owner or an office manager can do without paying anyone, in under an hour once the fields are actually read start to finish. Where it stops being a reasonable use of an owner's afternoon is scale: an agency running several producers, multiple office locations, or more than one profile hits a point where checking this by hand on a real cadence stops happening, quietly, the same way most maintenance tasks without a deadline stop happening.

How we handle this instead

Google Business Profile management and review harvesting is part of the Digital Foundation Starter tier, $247 a month, verified live on our own pricing page today7. It sits alongside the rest of what that tier builds, a compliant site with every educational page, AEO-optimized structure, and an AI chat widget, so the profile is kept current as one piece of a broader build rather than a task an owner has to remember to schedule on top of everything else running the agency.

The free Audit checks the pieces this guide covers as part of a wider scan: content depth, question and answer structure, E-E-A-T and trust signals, schema markup, and technical and agentic readiness, benchmarked against more than 56,000 audited agency websites7. It will not log into your Business Profile for you, since that account is not something a public audit tool can reach, but it will tell you plainly whether the rest of your site's structure matches what a maintained profile should be pointing to.

The honest tradeoff. A single profile with an owner who checks it monthly does not need a managed service. The math changes with more producers, more locations, or more profiles than one person can realistically keep current, which is exactly where an ongoing build starts paying for itself instead of staying a nice-to-have.

What you get

Concretely, an agency that acts on this gets a Business Profile that agrees with its website instead of contradicting it, a primary category and services list that describe the agency as it actually operates today, and one fewer untracked task competing for an owner's attention during the busiest months of the year. It gets a profile that is an accurate input the next time Google's systems, AI-generated or not, draw on it to describe the agency to a prospect who has never spoken to anyone at the office.

It also gets a smaller, less measurable benefit worth naming plainly: one less place where the agency is represented by information nobody chose on purpose. That is worth something on its own, independent of any citation or ranking outcome this guide cannot promise.

Questions agents ask

Does my Google Business Profile actually feed Google's AI Overviews?

Google says so directly. Its own guide to optimizing for generative AI features states that "using products like Merchant Center (such as Merchant Center feeds) and Google Business Profiles can help your products and services to be visible in both AI responses and other Google Search results." A separate Google Search Central page on AI features lists "checking that your Merchant Center and Business Profile information is up-to-date" as one of its stated best practices.

If I never touch my profile, who decides what it says?

Not only you. Google's own Business Profile Help documentation says the information is compiled from four sources: what you enter as the owner, crawled content from your own website, user contributions such as photos and reviews, and Google's own interaction data with your listing. An untouched profile still changes, because three of those four sources keep updating it whether you log in or not.

What's the single field worth checking first on an insurance agency's profile?

Primary category. Whitespark's 2026 survey of 47 local search specialists, scoring 187 ranking factors, rates primary GBP category as the single highest individually weighted local pack factor at 227 points. It sets which searches your profile is even eligible to surface for in the first place, before any other field gets a chance to matter.

Does this apply to AI Mode and Gemini's business chat too, or only classic AI Overviews?

Google's guidance on Merchant Center and Business Profile is written at the level of "AI responses" broadly, not scoped to one surface. The same underlying profile data is also what Gemini reads when an owner connects Business Profile to the Gemini web app, currently a gradual rollout limited to the sole owner or manager of one verified profile, and it is what Google Maps and the Local Pack have always drawn from. One profile, several surfaces.

My agency's searches rarely trigger a full AI Overview. Does any of this still matter?

Yes, for two separate reasons. First, Ahrefs' analysis of 55.8 million AI Overviews found local-intent queries are actually underrepresented in AI Overview appearances compared to their normal share of search volume, so a low AI Overview rate on local terms is expected, not a sign your profile is fine. Second, the same profile data still decides whether you appear in the Local Pack and Maps at all, with or without an AI Overview attached to the query.

How is this different from the AI-generated review summary Google shows in Maps?

Related but narrower. The AI review summary pulls specifically from your review text. This is about the whole profile: category, hours, attributes, services, description, and Q&A, which feed local ranking, Maps, Gemini's business tools, and Google's own stated AI response pipeline, not just the paragraph built from your reviews. We cover the review summary feature on its own in a separate guide.

How often should an agency actually check its Business Profile?

Any time you change hours, add a producer, move an office, or launch a new line of business, since those are the moments a stale field gets left behind. Beyond that, a monthly ten-minute pass through every field, plus a glance at pending edit suggestions, catches drift before a client notices it first.

Can Digital Foundation handle this instead of me doing it by hand?

Yes. Google Business Profile management and review harvesting is part of the Digital Foundation Starter tier at $247 a month, verified live on our own pricing page. It is one line item inside a broader build, not a standalone service, so it comes bundled with the compliant site and AEO work the rest of that tier covers.

Sources

  1. Google Search Central. "Optimizing your website for generative AI features on Google Search," last updated 2026-07-10 UTC: "Using products like Merchant Center (such as Merchant Center feeds) and Google Business Profiles can help your products and services to be visible in both AI responses and other Google Search results." Verified live 2026-09-22. developers.google.com.
  2. Google Search Central. "AI features," last updated 2025-12-10 UTC: lists "checking that your Merchant Center and Business Profile information is up-to-date" and "making sure your structured data matches the visible text on the page" among stated best practices for AI features. Verified live 2026-09-22. developers.google.com.
  3. Google Business Profile Help. "Understand how Google sources & uses info in Business Profiles & local search results": profile information compiled from owner-provided info, crawled web content (including a business's official website), user contributions (addresses, phone numbers, photos, reviews), and information based on Google's own interactions with a location. "The combination of information provided by you and other sources lets customers make informed decisions about your location." Verified live 2026-09-22. support.google.com.
  4. Whitespark. "2026 Local Search Ranking Factors," published 2025-11-06: survey of 47 local search specialists scoring 187 individual ranking factors; primary GBP category ranked 1st at 227 points; business open at time of search ranked 5th at 189 points; presence of GBP predefined services ranked 22nd at 134 points, described as having "significantly increased in importance." Verified live 2026-09-22. whitespark.ca.
  5. BrightLocal. "Local Consumer Review Survey 2026," published 2026-02-11: representative panel of 1,002 US adult consumers; 97% read reviews before choosing a local business. Verified live 2026-09-22. brightlocal.com.
  6. Ahrefs. "Insights From 56 Million AI Overviews," published 2025-05-19: analysis of 55.8 million AI Overviews across 590 million tracked keywords in Ahrefs' organic search index; AI Overviews appear on at least 12.8% of searches by volume, roughly 23 billion of 180 billion monthly searches indexed; local-intent queries account for 6.85% of AI Overview appearances, underrepresented relative to their normal share of search volume. Verified live 2026-09-22. ahrefs.com.
  7. Strategic AI Architects. Digital Foundation and free Audit service pages: Digital Foundation Starter tier, $247 a month, includes Google Business Profile management and review harvesting; the free Audit scores content depth, question and answer structure, E-E-A-T signals, schema markup, and technical and agentic readiness, benchmarked against more than 56,000 audited agency websites. Verified live 2026-09-22. strategicaiarchitects.com/digital-foundation and strategicaiarchitects.com/audit.
  8. Google Business Profile Help / Gemini Apps Help. "Manage your Business Profile on Google with the Gemini web app": connecting a verified profile to Gemini enables updating hours, contact info, and action links, drafting review replies and posts, analyzing and summarizing review feedback, and viewing performance metrics and search keywords; requires being owner or manager of only one verified profile, age 18 or older, a personal Google Account, and "Keep Activity" enabled; gradual rollout, not available in the European Economic Area or the UK, web app only. Verified live 2026-09-22. support.google.com.

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Related reading: why your insurance agency doesn't show up in the map pack · is Google's AI summarizing your insurance reviews · why Google suspends insurance agency business profiles

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