We scanned 6,403 local businesses across 6 industries in the Los Angeles metro area. The results are stark.
When a customer asks ChatGPT, Perplexity, or Gemini for a local service recommendation, the AI recommends the same 5% of businesses over and over. Everyone else doesn't exist.
Here's what our data shows — and what local businesses can do about it.
We used our Local Scanner to scan every business in 6 industries across the Greater Los Angeles area:
| Industry | Businesses | Avg Score | AI Visible |
|---|---|---|---|
| Dentist | 1,567 | 24/100 | ~5% |
| Family Doctor | 1,436 | 22/100 | ~3% |
| HVAC | 1,045 | 25/100 | ~4% |
| Plumber | 1,037 | 26/100 | ~5% |
| PI Lawyer | 860 | 28/100 | ~6% |
| Pool Service | 458 | 23/100 | ~3% |
| Total | 6,403 | 24/100 | ~5% |
Average score: 24 out of 100 (Grade F). Not a single market had an average above 30.
We found businesses with thousands of 5-star reviews that AI doesn't recommend. Here are real examples:
| Business | Google Reviews | Rating | ChatGPT Recommends? |
|---|---|---|---|
| All City Plumbing | 7,925 | 4.9 | No |
| Service Champions HVAC | 7,351 | 4.9 | No |
| Brody Pennell HVAC | 4,735 | 4.9 | No |
| R & R Plumbing | 4,510 | 5.0 | No |
53,000+ five-star reviews combined. ChatGPT recommends: 0 out of 10.
Having great reviews is necessary but not sufficient. AI doesn't read Google reviews the way humans do — it needs structured data, content, and cross-platform signals to understand your business.
We analyzed the common factors among the 95% that are invisible:
Almost no local businesses have LocalBusiness Schema markup on their website. Without it, AI has to guess what your business does. With it, AI knows exactly: your name, address, phone, services, hours, and ratings — in a format it can parse instantly.
Most businesses set up their GBP years ago and never touched it again. Missing: Q&A section, regular Google Posts, complete attributes, adequate photos. AI considers GBP activity a signal of legitimacy.
AI heavily cites FAQ content — research shows it's one of the strongest citation signals. Yet virtually no local business website has a FAQ section, let alone FAQ Schema markup.
Being on Yelp alone isn't enough. AI looks for cross-platform consistency. Businesses visible on 4+ platforms (Yelp, HomeAdvisor, BBB, industry-specific directories) are 2.8x more likely to be cited by AI.
AI favors businesses that show signs of life: recent reviews, recent posts, updated content. A website last updated in 2023 looks abandoned.
The businesses that AI does recommend share these traits:
None of these are expensive. Most can be done in a weekend.
Here's the silver lining: because 95% of local businesses are invisible to AI, the first mover advantage is enormous.
If you're a plumber in Pasadena and none of your competitors have Schema markup, FAQ content, or active Google Posts — you can leapfrog all of them by spending a few hours on these basics.
In our data, the weakest markets (where the opportunity is biggest):
| City | Avg Score | Industry | Opportunity |
|---|---|---|---|
| Monterey Park | 20/100 | Family Doctor | Extreme |
| Baldwin Park | 20/100 | Plumber | Extreme |
| Compton | 21/100 | HVAC | Very High |
| Alhambra | 22/100 | Dentist | Very High |
| Pasadena | 28/100 | Plumber | High |
In these markets, one business doing the basics could own AI recommendations for the entire city.
See how your business scores against every competitor in your city. Takes 2 minutes.
Scan Your MarketAbout Teehoo Martech
AI visibility platform for brands and local businesses. Scan your brand or scan your local market for free.