Local6 min read

Local SEO when AI Overviews sit above the map pack

For "near me" searches the map pack still wins. For "how much does it cost" and "who is best" searches, an AI Overview now answers first, and it mostly cites someone other than you.

By Shimon Carroll, Founder, SEO for AI Agents · Published

AI Overviews have not replaced the local map pack, but they have taken over a different kind of local search. In Whitespark's May 2025 study of 540 local queries, AI Overviews appeared on only 15 percent of pure local-intent searches such as "plumber near me", but on 92 percent of informational searches and 97 percent of hybrid ones such as "how much does a plumber charge in Houston." For a local business, that splits the job in two: keep winning the map pack for "near me", and earn citations in the AI Overview that now answers the cost, comparison, and "who is best" questions before a buyer ever sees the pack.

The two surfaces reward different things, so this guide takes them in turn and ends with the changes that serve both.

What the map pack still rewards

Google's own explanation of local ranking has not changed: results are based on relevance, distance, and prominence. Relevance is "how well a Business Profile matches what someone is searching for", distance is how far the business is from the searcher, and prominence is "how well-known a business is." Google adds that "there's no way to request or pay for a better local ranking." Distance you cannot change. Relevance and prominence you can, through a complete and accurately categorized Google Business Profile, steady reviews, and consistent name, address, and phone details across the web.

What the AI Overview cites instead

The AI layer draws on the open web, not just your profile, and that is where most local businesses lose. In the same Whitespark study, a closer look at plumbing queries in Houston found that 60 percent of the AI Overview citations pointed to third-party sites such as Indeed, Reddit, and Yelp, and 40 percent to individual local businesses. The business that wins the overview is often not the one with the best profile but the one the rest of the web describes most clearly.

Whitespark's 2026 Local Search Ranking Factors survey, which asked 47 local search experts to rate 187 factors, added a separate AI search visibility category for the first time. Its top five factors, in order, were presence on expert-curated "best of" lists, a dedicated page for each service, prominence on key industry-relevant domains, the quality and authority of unstructured citations, and the authority of third-party sites where your reviews appear. Three of the five are about other websites mentioning you. That is an expert survey rather than a controlled experiment, but it matches what the citation data shows.

Buyers are moving with it. BrightLocal's 2026 consumer survey of 1,002 US adults found that 45 percent now use ChatGPT or other generative AI tools for business recommendations, making AI the third most used recommendation source behind Google and Facebook.

Six changes that win both surfaces

1. Build one real page per service

A dedicated page for each service ranked second among the AI visibility factors, and it is the one entirely in your control. Each page should answer the questions the AI Overview is answering: what the service involves, what it typically costs and why, how long it takes, and who it is for, in plain paragraphs under question-style headings. Avoid the trap of templated city pages that swap only the town name; a service-area page earns its place with local specifics, such as permits, neighborhoods served, and local pricing factors.

2. Get onto the lists and sites the AI layer reads

Identify the "best of" roundups, local news features, industry directories, and community threads that already appear as sources when you search your own service questions, and work to earn a fair mention in them. For many trades and professions the high-authority domains are obvious: the state bar or licensing board, the main industry directory, the local chamber, and the review sites customers actually use. Consistent local citations on those sites now matter more for AI visibility than for the pack.

3. Treat reviews as content, not just a star average

Reviews feed both surfaces, and buyers are getting stricter. BrightLocal found that 47 percent of consumers will not use a business with fewer than 20 reviews, 31 percent require at least 4.5 stars, up from 17 percent a year earlier, and 81 percent expect a reply within a week. Aim for a steady flow of reviews rather than bursts, reply to them, and earn reviews on the third-party sites relevant to your field, since their authority is itself one of the top AI visibility factors.

4. Mark up the business accurately, and only what Google allows

Use LocalBusiness structured data with the most specific subtype available, which Google explicitly recommends: LegalService, Dentist, Plumber, AccountingService, and so on. Include name and address, which are required, plus geo coordinates, opening hours, telephone, and url. One correction to common advice: do not add AggregateRating or Review markup about your own business to your own site. Google's documentation limits those properties to sites that review other businesses, and self-serving review markup is not eligible.

5. Write your profile description like an answer

Your Business Profile description and your homepage's first paragraph should both say, in one or two plain sentences, what you do, where, and for whom. Engines that are reconciling your profile, your site, and third-party mentions need a consistent, quotable description of the entity. Marketing slogans give them nothing to quote.

6. Connect the profile and the site

Link from every page of your site, typically in the footer, to your Google Business Profile, and reference the same profile in your LocalBusiness markup's sameAs list. That two-way link is how engines confirm the website and the map listing are the same business.

A one-hour audit of your own market

Before changing anything, find out what the AI layer already says about your category in your town. It takes about an hour and needs nothing but a browser.

  1. Write down ten questions a buyer asks before calling you: costs, comparisons, "is it worth it", "how long does it take", and "who is the best" questions, each with your city in it.
  2. Search each one on Google and note whether an AI Overview appears and which sites it cites. Ask the same questions in ChatGPT and Perplexity and note their sources too.
  3. Group the cited sources into three buckets: your competitors, third-party directories or lists, and community or news sites.
  4. For every third-party source cited more than once, check whether you are listed on it, and whether the listing is accurate.
  5. Repeat the exercise in a month. AI answers vary from run to run, so a source that appears once is a lead and a source that appears repeatedly is a priority.

What not to bother with

  • There is no special markup or file for AI Overviews. Google says there are "no additional requirements to appear in AI Overviews or AI Mode, nor other special optimizations necessary." A page needs to be indexed and eligible for a snippet.
  • Mass-submitting to hundreds of low-quality directories. Consistency on the sites that matter beats volume on sites nobody reads.
  • Buying reviews or posting AI-written reviews. Both violate Google's policies and put the profile itself at risk.

How SEO for AI Agents measures this

Our local audit checks the on-site half of this list directly. The LocalBusiness schema check confirms the markup is present, that the declared subtype matches your vertical, and that the core properties are filled in. The Google Business Profile link check confirms every page links to the profile. Each finding shows the exact JSON-LD or link we found, so you can verify it in your page source.

For the AI half, we ask the engines the local questions your buyers ask and record whether you are cited, how often across repeated runs, and which sources the engine cited instead, using the source of citation check. That list of competing sources is usually the most useful output, because it tells you exactly which directories, lists, and threads to work on next. Profession-specific guidance lives on our pages for lawyers, doctors, accountants, and real estate agents.

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