AI Visibility Audit
We test how AI systems describe, cite, ignore, or misrepresent your business so you know exactly what to fix first.
AI answer model
roofing company
Buyer prompt
who is the best roofer for storm damage in Orlando
What AI needs
An audit reveals whether AI names the roofing company, names competitors, or lacks enough proof to recommend anyone confidently.
Sources that support citation
What this service does for AI visibility
Diagnose your AI visibility gaps across answer engines, local signals, schema, content, citations, and competitor recommendations.
AI citation reasons
Built around real buyer prompts, not agency jargon.
A practical path from invisible to citeable.
Most businesses are optimizing blind because they have never tested what AI actually says.
01
Prompt Testing
We test real buyer prompts across platforms and document who appears, what is said, and which sources are used.
02
Signal Diagnosis
We inspect the website, schema, GBP, reviews, citations, and content structure behind the wins and losses.
03
Priority Roadmap
You get a clear fix order: what to change first, what to build next, and how to measure improvement.
Expert strategy
“An AI visibility audit should not be a vanity report. It should show the exact prompts you win, the prompts competitors win, the sources AI trusts, and the structural reasons your business is or is not cited.”
Kristina Shrider, Founder — Market Disruptors Agency
Useful for humans. Structured for AI.
Connect this page to the sources AI can follow.
AI Visibility Audit FAQ
See what AI says before your next buyer does.
Book a strategy call and we will identify which service, source, or signal layer should be fixed first.
roofing company example reviewed
The same framework adapts to contractors, med spas, legal, dental, health, and other local service brands.
Schedule Strategy Call