Generate customer-realistic AI visibility prompts, or analyse an existing prompt portfolio against BrandHalo's measurement framework.
Whether AI discovers or recommends you without your brand being named.
What AI knows and says when specifically asked about your brand.
Whether you appear when a customer role, need or situation is introduced.
How you are positioned against named alternatives.
Provide your brand website
Check category, audience and competitors
Generate 12 prompts or score your set
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Build trustworthy AI visibility measurement
See how Generic, Brand, Persona and Comparison prompts shift the result.
Learn what each category measures and when to use it.
Use an intentional mix instead of a brand-heavy prompt set.
Keep prompts realistic, neutral and grounded in customer language.
Put the five-part guide together for trustworthy AI visibility work.
Disclaimer: This analysis is based on automated prompt design checks. Results are indicative and do not measure actual visibility until prompts are run across AI answer engines.
Want a technical AI readiness scan as well? Try the AI Readiness Checklist.