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▤ WrittenAug 22, 20264 min read

How AI picks local businesses.


Mark PalmerMP
Written by
Mark Palmer
Founder, Agency AEO
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A decade ago "best tacos near me" got you a map and ten pins, and the pins fought it out. Ask an AI assistant today and you get two names and a confident little paragraph about each. The map became a maître d', and it seats whoever it trusts.

The Five Local Signals

Local recommendation runs on five inputs. Your Google Business Profile, which is often the single richest source machines have about you. Your reviews: quantity, recency, and how specifically they describe what you did. Consistency of your name, address, and phone across every directory that lists you. Community proof: local press, neighborhood groups, Reddit threads where humans name names. And your website's plain statement of what you do and where you'll drive to do it.

Your Business Profile Is Talking to Machines

Fill in everything. Categories, services, service area, hours, photos, the works. Every empty field is a question the machine answers with someone else's business. Post occasionally, answer the Q&A section, and keep holiday hours honest; assistants read freshness as reliability.

Reviews: The Local Currency

AI reads reviews the way locals gossip: recent, specific stories carry the weight. "Fixed our water heater same day in Middletown" teaches the machine your service, speed, and territory in one sentence. Build the habit: ask every happy customer, make it effortless, respond to what comes in. The details in why AI skips businesses apply double locally.

The Places Nobody Maintains

Directories feel like 2013, which is why they quietly matter: machines cross-check identity against them, and mismatched listings erode confidence. One audit, one spreadsheet, one consistent version of your name everywhere. Then the modern layer: when your town's subreddit or neighborhood group asks for recommendations, being the name real people type is third-party proof no budget can fake.

The Local Advantage Window

Here's the cheerful secret: most local businesses are doing none of this on purpose. The bar is a well-tended profile, fresh reviews, clean listings, and a website that answers questions. That's it. That's the moat, and right now it's shallow. Check where you stand with the 20-minute audit, then wade in before the neighbors read this article too.

Questions People Ask

Does my Google Business Profile really affect ChatGPT too?

Yes. Assistants beyond Google read profile data through the open web and third-party sources, and Gemini uses it directly. It's the highest-leverage local asset you control.

How many reviews do I need?

There's no magic number. A steady flow of recent, detailed reviews outperforms a large stale total. Consistency beats bursts.

Do paid directory listings help?

Consistency helps; payment doesn't. Prioritize accurate listings on the major free platforms before spending on premium placements.

Can I ask customers to mention my city in reviews?

You can ask customers to describe the job in their own words; location and service details naturally follow, and those details are what machines learn from.

What if my service area covers several towns?

List the area explicitly on your site and profile, and let reviews from each town accumulate. Machines infer territory from both.

Sources & Further Reading

  1. Google Search Central documentation
  2. Agency AEO: Why Doesn't ChatGPT Recommend My Business?
  3. Agency AEO: The 20-Minute AI Visibility Audit

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