Live checks: what runs today
Five signals, every crawled page
Testimonial term density
Counts repeated praise terms across crawled pages. High density relative to content length is a risk signal.
AI-text likelihood in review sections
Runs the AI content detection engine (bigram perplexity, em-dash density, phrase patterns) specifically on text within review/testimonial HTML sections.
Schema Review type inventory
Parses JSON-LD for schema.org/Review and schema.org/AggregateRating. Flags missing required fields (author, reviewBody, reviewRating) and implausible ratingCount values.
AggregateRating completeness
Checks that AggregateRating includes ratingCount, reviewCount, bestRating/worstRating. Missing fields may indicate synthetic data.
Generic phrase clustering
Detects repetitive sentence structures across multiple testimonials. AI-generated review batches reuse syntactic patterns at rates humans do not.
Who it is for
Coming soon: Business plan
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