Ask 10 local business owners how they’re doing in AI search, and nine will point to their Google Business Profile. That’s the wrong place to look.
ChatGPT recommended only 1.2% of the nearly 350,000 business locations analyzed in SOCi’s 2026 Local Visibility Index. Compare that to the 35.9% appearance rate those same brands get in Google’s local 3-pack, a gap of roughly 30-fold. Gemini recommended 11% of locations. Perplexity, 7.4%.
Business profile information across the web was only about 68% accurate on ChatGPT and Perplexity, compared with 100% on Gemini, which relies entirely on Google Maps data.
A business can dominate the map pack and still disappear the moment someone asks ChatGPT for a recommendation. Most local businesses have never actually looked at what AI says about them, so they’re investing in content and citations without knowing whether any of it shows up where it now counts.
A local GEO baseline audit fixes that. It gives you a repeatable way to benchmark how AI describes, recommends, or ignores a business before you spend a dollar trying to improve it. Here’s how to run one.
Why the baseline comes first
Think of it like stepping on a scale before starting a diet. If you don’t know your starting number, you’ll never know whether what you’re doing is working. A baseline gives you numbers you can track over time: share of voice, citation rate, and accuracy.
It also answers a bigger question: Can AI even crawl, understand, and trust this site? The answer changes everything you do next. That’s why you need to uncover eligibility problems before thinking about content strategy.
AI also weighs signals differently than traditional local search. Traditional local search leans heavily on proximity. Whoever’s closest tends to win. AI doesn’t play that game. It prioritizes data confidence, authority, and consistency across the web.
Third-party validation and accurate, consistent business information matter more than how far away the searcher is. AI often relies on the same business data as traditional local search, just weighted differently. That’s why map-pack rankings tell you almost nothing about AI visibility.
Turn Google searches into more calls, visits, and sales.
Everything you need to manage your GBP, dominate Google Maps, and attract more customers.
Connect your business
Step 1: Assemble your audit inputs
Before running a single prompt, get organized. Open a spreadsheet and cover four query categories because each one exposes a different kind of weakness:
- Discovery: “best [service] near me” or “top [service] in [city]”
- Comparison: “[Brand] vs. [Competitor] in [city]”
- Trust: “[Brand] reviews” or “is [Brand] reliable?”
- Logistics: hours, address, parking, and phone number
Run each query across the AI platforms your customers actually…
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