How to get your business into AI local results

The uncomfortable finding: map pack success does not transfer

This is the part most local guides skip, and it is the reason a lot of owners are confused right now. You check your rankings, you are in the map pack, business feels healthy. Then you ask ChatGPT the same question a customer would ask and your name is nowhere in the answer.

The numbers explain why. One 2026 analysis found that only about 1.2% of business locations are recommended by ChatGPT for local queries, compared with 35.9% that appear in Google's local 3-pack. AI names a handful of businesses per query where the map pack names three per neighbourhood, so the pool it draws from is dramatically smaller.

Source (moderate confidence, vendor-sourced): Search Engine Land AI local visibility report, 2026.

The second number is the one that should change how you plan. Separate research puts the overlap between businesses winning the Google map pack and businesses appearing in AI recommendations at only around 45%. In plain terms, more than half the businesses winning local search are absent from AI answers entirely. Your local SEO work was not wasted, but it is not doing the job you think it is doing.

Source (directional): Searchable, local business AI search optimization 2026.

Read that as opportunity rather than bad news. A channel where 55% of the obvious winners are missing is an uncontested channel. The businesses doing the work described below are competing against very few people, and that will not stay true for long.

Not every local search triggers an AI answer

Most guides talk about AI local visibility as though it applies evenly to every search. It does not, and knowing the difference saves you from chasing the wrong pages.

A study across 540 local queries found AI Overviews appeared in roughly 92% of informational queries and roughly 97% of hybrid queries like "cost of a root canal in Austin", but in only about 15% of pure "near me" queries. When someone needs a plumber right now, Google mostly still hands them a map and three phone numbers. When someone is researching, comparing, or trying to work out what something should cost, AI is doing the talking.

Source: Whitespark, prevalence of AI Overviews in local search.

So the practical takeaway is this. AI visibility pays off most for the research phase: "how much does X cost in my city", "what should I look for in an X", "is X worth it". It pays off least for emergency "who is open now" searches, where speed and proximity still win.

That means this work matters most if you sell something people research before they buy: med spas, dentists, cosmetic and elective procedures, home renovation, legal and financial services, senior care, wedding and event services, anything with a meaningful price tag and a considered decision. If you run a 24-hour locksmith or a walk-in nail salon, keep your energy on the map pack and your reviews, and treat AI as a smaller side channel.

Your Google Business Profile is the spine

Everything else in this guide is downstream of your profile. It is the structured, verified record of what your business is, where it is, and what it sells, and it is the thing engines reach for first because it is the least ambiguous source available to them.

Google itself names profile completeness, accurate categories, reviews, and keeping your information current as the things to maintain if you want to be eligible for its AI features. Underneath that, core local ranking is still built on the same three factors it has always been: relevance, distance, and prominence.

Sources: Google Search Central, AI features and your website, Google Business Profile Help, how local results are ranked.

Here is the completion checklist worth working through in one sitting:

• Primary category, chosen carefully. This is the single most influential field on the profile. Pick the one that describes what you actually do most, not the most impressive sounding option.
• Secondary categories for everything else you genuinely offer. Add the ones that are true, and only the ones that are true.
• Your full service list, written out. Every service, named the way a customer would say it, with a real description rather than one line.
• Hours, including holiday hours. Set special hours in advance. Wrong hours are one of the fastest ways to earn a bad review and confuse an engine at the same time.
• Service area, if you travel to customers. Be specific about the towns and neighbourhoods you cover.
• Real photos. Your actual space, team, and work. Stock imagery tells an engine and a customer nothing about you.
• Answers to the questions people ask on your profile. The questions and answers section is public, quotable text about your business that most owners never touch.

None of this guarantees you will be recommended. What it does is remove every reason for an engine to be uncertain about you, which is a different and more achievable goal.

Claim Bing Places too, because almost nobody does

Copilot is built into Windows, Edge, and Microsoft 365, which means it reaches a lot of people who never chose it. Its local facts come from the Bing ecosystem, and the front door to that ecosystem is Bing Places for Business. If your listing there is unclaimed or missing, Copilot is working from whatever fragments it can scrape.

The leverage is that a single verified listing propagates. One Bing Places listing feeds Bing Search, Bing Maps, Yahoo, Windows Search, Edge, and Copilot. Microsoft explicitly tells local businesses to register with Bing Places in order to stay eligible for inclusion in AI-generated responses.

Source: The Stacc, Bing Places for Business guide.

This is the least competitive of all the local channels. Most small businesses claimed Google years ago and never thought about Bing. It takes well under an hour, it is free, and you can import most of your details straight from your Google profile.

Reviews are the strongest lever you have

An analysis of 10,000 local businesses looked at what actually correlated with being named by AI assistants. The gap was stark: businesses visible in both ChatGPT and Perplexity averaged 133 Google reviews, while invisible businesses averaged 11. Local Pack presence correlated with roughly 3.5 times more AI recommendations.

Just as useful were the things that showed no meaningful correlation: llms.txt files, FAQ schema, Core Web Vitals, and page speed all came back weak or flat. Those null findings are worth taking seriously precisely because they cut against the interests of the vendor who published them. Treat the whole study as directional rather than proven, but the direction is consistent with everything else we see.

Source (directional, vendor-sourced): Study of 10,000 local businesses on what AI uses to decide who to recommend.

The practical point matters more than the headline number. A review that names the specific service is far more useful than a bare five stars, because the words are what AI can quote. "Great place" gives an engine nothing. "They did a hydrafacial and fixed the pigmentation on my cheeks, and the consultation was honest about what would not work" gives it a sentence it can lift into an answer about your exact service.

Consistency across the web

This is unglamorous and it is worth an afternoon. An old suite number, a tracking phone number on one listing, a business name with "LLC" in some places and not others: each mismatch is a small reason for an engine to be less sure it is talking about the same business. Certainty is what gets you named.

Source: BrightLocal, what is NAP consistency.

Your first week

1. Claim and complete your Google Business Profile. Work through the checklist above in one sitting rather than returning to it five times.
2. Claim Bing Places for Business. Import from Google, verify, done.
3. Fix any mismatched details. Search your business name and phone number and see what comes back. Correct anything that disagrees.
4. Ask ten recent happy customers for a review. Ask them to mention the specific service they had.
5. Publish one page answering the cost question for your main service."How much does [service] cost in [your city]" is the query shape most likely to trigger an AI answer, and most of your competitors will not answer it honestly.

Do those five things and you have gone from invisible to legible. That is not a promise of a recommendation, and anyone who promises you one is guessing. It is the groundwork that makes a recommendation possible.

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