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AI Substance Risk

Professional substance audit: thinness, boilerplate, filler, specificity, diversity, experience, and trust cues — not authorship detection.

AI and LLM visibility Last reviewed Nov 11, 2026 Free, no signup

We fetch the page, extract main text, and score substance heuristics with explanations you can act on.

Enter a page URL to audit substance signals (not authorship).

Substance score

Main words

Main ratio

%

Unique words

%

Filler hits

Checks

Evidence highlights

Filler phrases matched

None matched.

Specificity examples

Few concrete markers found.

Experience language

No strong first-hand markers extracted.

Recommended fixes

No urgent fixes from the current checks.

Extracted sample

Methodology

FAQ

Yes. Fair-use rate limits keep the suite available for everyone.

Yes. CDNs, registry redaction, and heuristics mean you should verify critical findings in your own environment.

Runs are processed to return results. Avoid pasting secrets or personal data you would not put in a public tool.