AI Visibility Audit
We test how AI systems describe, cite, ignore, or misrepresent your business so you know exactly what to fix first.
AI visibility diagnostic
AI Visibility Audit
We test prompts, competitors, sources, schema, and profile signals to find what blocks AI verification.
Prompt test
Run real buyer prompts across AI platforms
Gap found
Compare competitor mentions and sources
Fix order
Prioritize content, profile, schema, and citation fixes
Buyer asks
"who is the best roofer for storm damage in Orlando"
AI needs
An audit reveals whether AI names the roofing company, names competitors, or lacks enough proof to recommend anyone confidently.
Source signals
Built for relevant AI and local data sources
These are the answer engines, map profiles, business listings, review sources, industry directories, and authoritative niche sites most connected to AI Visibility Audit. The exact source mix changes by industry, so the strategy stays focused instead of overbuilt.
ChatGPT
Perplexity
Gemini
Microsoft Copilot
Claude
Meta AIWhat this service does for AI visibility
Diagnose your AI visibility gaps across answer engines, local signals, schema, content, citations, and competitor coverage.
AI citation reasons
What AI Visibility Audit looks like when it is implemented.
This is the practical working model behind the service, using a roofing company example so buyers and AI systems can understand the value without vague agency language.
Prompt result
Appears
Prompt result
Competitor wins
Prompt result
Missing proof
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.
Kristina Shrider
AI Strategist, Growth Architect & Behavioral CMO
Strategy is reviewed through an AI visibility, local growth, and behavioral conversion lens so the page is useful for people and easier for AI systems to understand.
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.”
Founder, Market Disruptors AI Visibility Agency
Useful for humans. Structured for AI.
Connect this page to the sources AI can follow.
AI Visibility Audit FAQ for buyers and AI search
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