FrameSignal separates official product evidence from first-hand testing. A product may have a public factual record without receiving a quality score or review verdict.
Verify official facts
Specifications, pricing, API access, and commercial terms require a value, verification date, and source URL. Product pages need multiple primary sources before publication.
Run a fixed prompt set
Each test record stores the exact prompt, negative prompt, inputs, model version, settings, seed, duration, resolution, timestamps, cost, and unedited output.
Record observations
Testers document observable strengths and failures. Empty observations or missing raw output keep a review in draft.
Derive scores from tests
Prompt adherence, motion, character consistency, audio, and value are averaged only from complete test-run measurements. Hand-entered display scores are ignored.
Publish through gates
Reviews require complete hands-on evidence. Pricing pages require verified pricing. Comparisons require two same-prompt runs and editorial review. Pending pages are noindex and excluded from the sitemap.
Re-verify stale facts
Pricing is reviewed after 7 days, API and commercial terms after 14 days, and core specifications after 30 days.
Editorial policy
Publication status, research approval, source coverage, test completeness, and information density are enforced independently. Unknown data stays labeled as unknown, and derived rankings use only recorded facts.
Affiliate disclosure
Commercial placements never alter model inclusion, alternative relevance, comparison outcomes, or rankings. A sponsored link appears only after its central offer and page placement are approved and verified.