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// SYSTEM · ONLINEBUILD · 1.0.β
// TIKTOK_AD_REVIEWER
TOKBENCH

Drop in your TikTok ad.
Get a brutally honest review.

Hook score, scored rubric, top issues to fix, and rewrites — in under a minute. No fluff. Just the work.

// THE_RUBRIC

What it scores you on

Every analysis returns numbers calibrated to 2026 TikTok industry benchmarks — not vibes.

  • Hook rate
    Predicted % of viewers who watch past 3 seconds. <20% is weak, 30+ strong, 40+ viral-tier.
  • Six-dimension creative rubric
    Hook (heaviest), clarity, CTA, brand fit, native feel, pacing. Every score cites a specific frame, line, or word as evidence.
  • Hook formula classification
    Pattern interrupt · curiosity gap · controversy · social proof · PAS · value promise · or “none” (the kiss of death).
  • Ad format classification
    Talking head · UGC testimonial · unboxing · before/after · GRWM · POV · demo · founder pitch · skit · tutorial · list/countdown.
  • 10 predicted performance metrics
    Hook rate, hold rate, completion rate, avg watch seconds, engagement, save, comment, share, follow CVR, CTA CTR.
  • Production analysis
    UGC vs. hybrid vs. studio-polished, sound-off comprehension %, on-screen text coverage, brand chrome density, voiceover style, cuts per minute.
  • Algorithm signals
    FYP distribution likelihood, sound trend alignment, hashtag effectiveness, first-frame thumb-stopper, Spark Ad suitability.
  • Business projections
    CPM / CPC / CVR brackets, creative lifespan in days, recommended daily budget range, variants to test.
  • Risk flags
    Unsubstantiated medical/financial claims, missing before-after disclaimers, trademark, audio copyright, generic template clones, deceptive patterns.

// TIERS

Three ways in

Free during beta. Quick Check and Human review open after launch.

Deep BenchLive
Cost
Free during beta
Limit
2 / IP / 24h
Latency
~30–60s

Hook rate prediction, 6-cat rubric, 10 predicted metrics, production analysis, 5 algorithm signals, business projections, risk flags, ranked top issues with concrete fixes, hook + caption + CTA rewrites + shot-list edits, vertical benchmark match. Video: per-frame timing read + Whisper voiceover transcript.

Quick CheckSoon
Cost
Coming soon
Limit
Latency
~10s

5-category scorecard + 3 actionable fixes. For when you're iterating fast.

Human strategistSoon
Cost
$89 / ad
Limit
Latency
24–48h

A real TikTok performance marketer writes notes by hand and emails them.

Soft-cap training mode: server hard cap is 10/day on Deep Bench. The cap modal pops at the visible limit (2) — dismissing acks for the session and runs go through silently up to the server cap.

// HOW_IT_WORKS

What if you knew, before launch, the ad was wrong?

TokBench gives you notes you can act on — built from how the actual top-performing TikTok ads work in 2026. Fix what's broken. Ship ads that convert.

YOU

Drop the ad. Pick a format.

Paste a script, drop an MP4, paste a TikTok URL, or upload a still. Frames extract in your browser, voiceover transcribes via Whisper, the URL pulls metadata + cover via TikTok's official oEmbed — pick whichever surface matches what you've got.

THE AI

TikTok-tuned rubric. Not generic AI.

Claude Opus 4.7 runs the work through a rubric calibrated to 2026 TikTok benchmarks. 71% of retention is decided in the first 3 seconds. Sound-off is the default assumption. Polished commercial-look caps at 50. “Hey guys today I want to tell you about” is an automatic sub-30 hook score.

YOU GET

Specifics, not platitudes.

Predicted hook rate, six-dimension scorecard, top issues with concrete fixes, three rewritten hooks, a caption, three CTAs, shot-list edits, and a benchmark match against the top ads in your vertical — with what those winners do that yours doesn't.

// PRIVACY

What happens to your ad

  • Uploaded videos and images go to Vercel Blob at unguessable paths. URLs are not enumerable.
  • Anthropic’s commercial API terms forbid training on submitted data.
  • We don’t keep an analytics fingerprint of your ads.
  • Manual delete: email legal@tokbench.ai.