Evaluation limitations · transparent beta

Useful guidance, bounded claims.

SCENVO provides a creative-readiness assessment, not a prediction of views, sales, retention, or platform distribution.

No guaranteed performance

A stronger script may still perform poorly, and a low-scoring draft may perform well. Audience fit, distribution, timing, creative execution, brand trust, competition, and randomness influence real results.

No platform algorithm access

SCENVO has no private access to TikTok, Instagram, YouTube, or other recommendation algorithms. Platform adapters use public guidance and declared heuristics that can become outdated as platforms change.

Transcript and audio limits

Automatic transcription can mishear names, accents, numbers, jargon, or speech in noisy audio. Review and correct the transcript before treating text evidence as reliable.

Missing visual evidence

The current pipeline is primarily a transcript-and-video-structure review. Unless a result explicitly cites inspected visual evidence, it has not verified framing, facial delivery, editing, emotion, on-screen text, safe zones, demonstrations, or visual quality.

Claims are not fact-checked

SCENVO can flag language that appears unsupported or risky, but it cannot verify every factual, medical, financial, legal, product, or performance claim. Users remain responsible for evidence, permissions, disclosures, and compliance.

Human review is limited

Human reassessment may be requested from a saved review, but beta availability and response time are not guaranteed. It does not replace specialist legal, medical, financial, safety, or platform-policy advice.

Analytics stay separate

Future CSV imports may support post-publish learning and calibration. They will remain separate from the original pre-publish creative-readiness score so a past evaluation is not silently rewritten.

Read how score, confidence, and evidence coverage differ or email cao@scenvo.net.