emerging channel
AI Search Visibility
Customers in your city are asking ChatGPT, Perplexity, and Google AI Overviews where to find businesses like yours. If you are not in those answers, the calls go to whoever is.
91
Markets Covered
53,665
Businesses Tracked
439
Avg Reviews (Top 5)
91
High-Competition Markets
AI Search Visibility Across 91 U.S. Markets
Based on Formula Won Labs' analysis of 53,665 local service businesses across 91 U.S. markets, 91 of those markets show high competition levels for local search visibility. General Dentistry is the most competitive category nationally with 2,696 businesses running Google Ads across all tracked cities. Los Angeles, CA leads in total advertising activity with 3,445 businesses competing for visibility. The average top-5 business across all markets and categories has 439 reviews.
How We Help
- AI platform audit
- Structured data optimization
- Entity optimization
- Citation building
- AI visibility monitoring
What people search for
AI Search Visibility in Major Markets
Growth Markets
Emerging Markets
Other Services
Research by Formula Won Labs. Market data based on analysis of 53,665 local service businesses across 91 U.S. markets, 6 industry categories. Last updated March 2026.
Find out where you're losing calls
We'll pull your Google Business Profile, compare it against your top competitors, and show you exactly where you're losing calls. Takes 10 minutes. No cost.
No contract. No credit card. Just a clear picture of where you stand.