How visible are local businesses to AI assistants? Measured by industry and city

We check the public websites of local businesses the way AI assistants read them: llms.txt, structured data, robots.txt rules for AI crawlers, sitemap and load time. Here are the aggregated results by industry and city. Each website counts once; no individual business is named.

Accountants

• the United States (40 sites, average score 60)

Architects

• Seattle (17 sites, average score 65)

Auto repair shops

• the United States (56 sites, average score 71)

Dentists

• the United States (107 sites, average score 72)
• Seattle (16 sites, average score 68)
• Minneapolis (15 sites, average score 70)
• Raleigh (15 sites, average score 71)

Optometrists

• the United States (44 sites, average score 70)

Real estate agents

• the United States (80 sites, average score 68)
• Portland (16 sites, average score 64)

Veterinarians

• the United States (90 sites, average score 68)
• Portland (17 sites, average score 68)
• Minneapolis (16 sites, average score 69)
• Seattle (16 sites, average score 71)

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