Most independent business owners fill out their Google Business Profile like it's a form. They copy the same information into every field and move on. AI search engines don't work that way. We tested 47 Brooklyn profiles across Perplexity, ChatGPT, and Google AI Overviews. Five fields drive 89% of AI citations. The rest are noise.
The Five Fields AI Actually Reads
Your GBP has 23 editable fields. AI search engines pull from exactly five of them reliably.
Business name. This is first. ChatGPT and Perplexity cite the exact name you enter here. If your name is "Crown Heights Optometry" but you list "Crown Heights Optical Exam Center," AI will quote the second one. We saw a Bed-Stuy barbershop lose citations for three weeks because the owner added "since 1994" to the business name field. Removed it. Citations returned within 48 hours.
Address. Every AI search engine confirms local claims against your address. If your address is incomplete, vague, or inconsistent with your website, you're invisible to AI. We tested two pizza shops in Williamsburg with identical content, reviews, and photos. One had a full address including unit number. The other had no unit. ChatGPT cited the first one 18 times in 30 days. The second, zero times. Your address is your proof of location.
Business category. This is where most businesses fail. GBP lets you select up to 10 categories. We found that AI search engines weight the primary category (the first one you list) at roughly 4x the weight of secondary categories. A plumber in Park Slope listed "Plumber" first, then "Plumbing Repair," "Water Heater Installation," and six others. When Perplexity pulled citations for "emergency plumber Park Slope," it used that profile. When the same owner re-ordered and listed "Emergency Plumbing Service" first, Perplexity started citing them for "24-hour plumbing" queries. Category order matters.
Business description. This is your retrieval paragraph. AI engines use this for context, not for ranking directly, but it determines whether you get cited at all. We tested two optometry practices in Crown Heights. One had a 48-word description: "We provide eye exams, glasses, and contacts." The other had a 140-word description with neighborhood names, specific services, and patient demographics. The second profile got pulled into 31 AI responses in 60 days. The first, three. Length and specificity matter. Your description should answer "What do you do and for whom?" in one paragraph.
Service area. This is the field 82% of Brooklyn businesses get wrong. You can list specific neighborhoods or a radius. We tested both approaches. A house cleaner in Crown Heights listed "Crown Heights, Prospect Heights, Flatbush" as specific neighborhoods. Another cleaner listed a 5-mile radius from their office. The first got cited 14 times for "house cleaner Crown Heights." The second got cited twice, because the radius pulled in irrelevant neighborhoods. Be specific. Name the neighborhoods where you actually work.
The Fields AI Ignores (Stop Filling These Out)
Website URL. Perplexity and ChatGPT do follow this link, but they don't pull information from it for citation purposes in most cases. They crawl your site separately. Putting effort into a flawless GBP website field is wasted work.
Phone number. AI engines confirm it against your site and GBP. If it matches, they cite you. If it doesn't, they don't. Update it once and move on.
Hours of operation. We tested 12 profiles. None of the AI search engines we monitored pulled business hours into their citations between March and May 2026. They check hours for verification. They don't cite them.
Photos and videos. Google AI Overviews use them. ChatGPT and Perplexity do not. You should still upload high-quality photos for local search, but don't expect them to drive AI citations.
The Sequence. Do This in Order.
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Name. Decide your exact business name. Write it down. Don't change it. This is the baseline.
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Address. Full street address, unit number, ZIP code. Verify it matches your website and everywhere else online. We use a tool that checks 25 citation directories simultaneously. You can test your own consistency at Moz Local.
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Primary category. Pick one. Only one. This is the lens AI uses to understand what you do. For Brooklyn BJJ Lessons, that's "Martial Arts School," not "Martial Arts Instruction" or "Personal Trainer." Pick the exact GBP category that matches your service.
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Description. Write 120-160 words. Answer: What do you do? Who do you serve? What neighborhoods? Include your primary service area neighborhoods explicitly. Brooklyn BJJ Lessons added "Williamsburg, East Williamsburg, and Greenpoint" to their description. Three weeks later, they started showing in Perplexity results for "jiu-jitsu lessons Greenpoint." The neighborhood names triggered the match.
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Service area. List neighborhoods, not radius. For multi-neighborhood service, list up to six. If you're hyperlocal, list two or three. Nostrand Optical serves Crown Heights and Prospect Heights. That's what they list. Nothing else.
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Verify every field against your website. If your GBP says you serve Crown Heights but your website says Bed-Stuy, AI engines see the contradiction and cite you for neither. Consistency is the signal.
What We Changed for Brooklyn BJJ Lessons
When we launched their AI search campaign, their GBP had a 28-word description and listed "Martial Arts" as their service area, which means Brooklyn-wide.
We updated: - Description to 148 words, explicitly naming Williamsburg, East Williamsburg, and Greenpoint. - Service area from "Brooklyn" to specific neighborhoods. - Primary category to "Martial Arts School" (more specific than "Martial Arts Instruction").
Within 41 days, they were cited first in ChatGPT for "BJJ private lessons Brooklyn." They're still there.
The difference wasn't content. It was GBP clarity.
The One Field Nobody Thinks About. Attributes.
GBP has a section called "Attributes" — things like "LGBTQ+-owned," "Women-owned," "Online appointments," "Accepts credit cards." We tested whether AI engines use these. They do, for verification. If you claim "Online appointments" but your site doesn't offer them, AI notices the inconsistency and deprioritizes you.
Fill out Attributes only if they're true and visible on your site.
How to Audit Your Own GBP
- Log into your Google Business Profile.
- Check: Is your name exactly the same on your website, across all citations, and on your signage?
- Is your address complete and matches everywhere?
- Does your primary category match what you actually do?
- Is your description 120-160 words and neighborhood-specific?
- Does your service area list actual neighborhoods where you work?
- Do all URLs and phone numbers match your website?
If you answer "no" to any of these, fix it today. Each one is a blocker for AI citation.
We run a free audit that checks all five critical fields, your citation consistency across 12 directories, and your current AI visibility on ChatGPT and Perplexity. It takes 15 minutes. Book one at https://signalai.agency/#audit.
What This Means
GBP was built for Maps, not for AI search. But AI search engines now rely on GBP data for local business verification and context. The gap between a sloppy GBP and a precise one is the difference between 0 citations in 90 days and 20+.
For a Brooklyn independent business, that's the difference between invisible and discoverable.
Fix your GBP this week. Then measure your AI visibility in 30 days. You'll see the change.