How it works

From URL to action plan.

We don't grade you on vanity metrics. We test your site against the actual AI models your customers use, score your visibility, and give you the exact technical fixes needed to earn citations.

The 3-step audit process
01

We scan your technical foundation

Before AI can recommend you, it has to be able to read you. We run a technical sweep of your site to check for the three critical blockers.

  • Crawler access
    Are you accidentally blocking AI bots in your robots.txt?
  • Schema markup
    Is your data structured in a way AI can instantly parse?
  • llms.txt
    Do you have the new standard file that feeds context directly to LLMs?
02

We run the 4-Model Citation Test

We don't guess. We run real, category-specific prompts against the four assistants we test: ChatGPT, Claude, Perplexity and Gemini.

  • ChatGPT
    GPT-4o
  • Claude
    Sonnet 4.5
  • Perplexity
    Sonar
  • Google Gemini
    2.5 Flash
03

We map the competitor gap

Included in the Visibility Proof Package. If you aren't being cited, who is? We run the same prompts for your top three competitors, then check five external channels that commonly appear in AI answers to show where they are being mentioned.

  • YouTube
    Video mentions & reviews
  • LinkedIn
    Company & founder presence
  • Wikipedia
    Entity authority
  • Reviews
    G2, Trustpilot, Google
  • Owned Content
    Blog & documentation depth
What you get

A scored, boardroom-ready PDF report. We email your report as soon as the audit is complete.

  • Your AI Visibility Score (0–100)
  • The exact responses ChatGPT, Claude, Perplexity and Gemini gave when asked about your category
  • A prioritized fix list ranked by impact — e.g. Add FAQ Schema, Unblock ClaudeBot
  • Visibility Proof Package: The Citation Signal Scan™ with competitor benchmarks across 5 channels
Not ready for the full audit?

Start with the question that matters.

In a few minutes, see a preliminary AI visibility score and one real answer about your category. No card. No account.

See what your free snapshot shows

You will see the free result before deciding whether you need the complete evidence.