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

UniProd

Account Detail

PodPulse Clips

@podpulseclips on Instagram Reels. This view now supports persisted account edits, source ingestion, and pipeline record creation.

Testing

Views

896K

Engagement

6.8%

Avg watch time

20.7s

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

65

Momentum score

42

Saves / 1k

3

Consistency

86%

7-day views

Daily momentum

Mon

96K

Tue

108K

Wed

112K

Thu

118K

Fri

121K

Sat

132K

Sun

140K

Saves by pillar

What people keep

Founder moments2.7K
Contrarian takes3.1K
Career advice2.4K
Hot clips2.8K

Retention by format

Watch-time profile

Two-up video22
Caption heavy19
Quote-first24

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

#1Quote-first

Most founders hire too late

This 22-second answer explained a hiring problem better than most full episodes do.

Views

286K

Likes

16.4K

Comments

1.2K

Shares

2.8K

Saves

9.7K

Hook performance

Patterns worth reusing

Most people get this backwards

Sample size 21 clips

47% win rate

Average hold rate

58%

Average views

191K

This was the real takeaway

Sample size 18 clips

52% win rate

Average hold rate

61%

Average views

214K

PodPulse ClipsFounder momentsScore 77

VC explains why most founders hire too late

This answer quietly changed how the founder in the room thought about hiring.

Tight 28-second clip with subtitle emphasis on the core quote.

Needs ReviewMar 12
Revision Requested
PodPulse ClipsHot clipsScore 82

The 18-second answer clipping teams keep overlooking

The best clip in the episode was not the headline moment.

Compare long setup against the sharper 18-second payoff clip.

EditingMar 13
Pending