AI Visibility Benchmark Report
Observations about how AI recommends businesses across industries.
Research Publication Details
Published by: QuestionFuel Research
Report: AI Visibility Research
Edition: First Edition
Last Updated: March 2026
Research Type: Observational Study
Published by: QuestionFuel Research · Report: AI Visibility Research · Edition: First Edition · Last Updated: March 2026 · Research Type: Observational Study
Key findings
Directory platforms appear frequently in AI recommendations.
Businesses with strong review signals appear more often in AI answers.
Clear service descriptions improve AI interpretation.
Industries studied
- Home services
- Health and wellness
- Professional services
- Life sciences and biotechnology
Example AI questions tested
- Best HVAC company near me
- Top med spa in Los Angeles
- Best marketing agency for small businesses
What these findings mean
The clearest takeaway: make sure the signals describing your services are clear and consistent across the web.
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