Portfolio demoRunning on local sample data (no database). Content generation & scoring are clearly-labeled scaffolds — not real AI yet.

UniProd

Account Detail

Creator Playbook

@creatorplaybook on TikTok. This view now supports persisted account edits, source ingestion, and pipeline record creation.

Scaling

Views

1.8M

Engagement

8.4%

Avg watch time

24.8s

Persistence

file

Edit account

Persisted account config

Winning insight

Narrative hooks and reaction hooks are leading the network for raw velocity

High

The crime animation and stream clipping accounts are both outperforming when the hook implies an immediate payoff viewers do not want to miss.

Recommended move

Prioritize concept batches that create open loops in the first sentence, then resolve with a tight reveal beat in under 30 seconds.

Confidence 93%

Comparison snapshot

Efficiency score

80

Momentum score

86

Saves / 1k

3

Consistency

93%

7-day views

Daily momentum

Mon

142K

Tue

166K

Wed

171K

Thu

189K

Fri

211K

Sat

228K

Sun

244K

Saves by pillar

What people keep

Hooks6.2K
Frameworks5.1K
Breakdowns7.6K
Hot takes3.9K

Retention by format

Watch-time profile

Face cam27
B-roll21
Captions24

Manual ingestion

Add a real source item

Source pipeline

Source -> candidate -> package -> score

No source items yet. Add a manual source to begin the pipeline.

Top-performing posts

What is already proving itself

#1Caption stack

Three hook rewrites that fix dead intros

If your post dies instantly, start with this rewrite.

Views

441K

Likes

29.1K

Comments

1.9K

Shares

5.2K

Saves

18.4K

Hook performance

Patterns worth reusing

The real reason this flopped

Sample size 24 clips

61% win rate

Average hold rate

67%

Average views

326K

Creator PlaybookHooksScore 92

3 hook rewrites that instantly lift retention

If your post dies in the first 2 seconds, it's probably this line.

Quick before/after rewrite examples from underperforming creator content.

ReadyMar 11
Approved