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

UniProd

Accounts

Active account network

See the account layer first. Open creation only when you need to add a new node to the system.

5 accounts
4 scaling
file

Creator Playbook

Scaling

@creatorplaybook / TikTok

Views

1.8M

Engage

8.4%

Delta

+18.2%

HooksBreakdownsFrameworks

Double down on breakdowns that turn creator failures into reusable playbooks.

CrimeFrames

Scaling

@crimeframes / TikTok

Views

2.6M

Engage

11.2%

Delta

+24.6%

Case timelinesTwistsInterrogation details

Push shorter animated timelines with faster cold opens and a stronger final reveal beat.

StreamCut

Scaling

@streamcutlive / YouTube Shorts

Views

3.2M

Engage

7.6%

Delta

+16.9%

Rage clipsClutch momentsChat reactions

Increase clip density around high-emotion moments and isolate chat reaction spikes as standalone posts.

PodPulse Clips

Testing

@podpulseclips / Instagram Reels

Views

896K

Engage

6.8%

Delta

+9.3%

Founder momentsContrarian takesCareer advice

Find more self-contained insight moments that land without needing the full conversation context.

Brand Anatomy

Scaling

@brandanatomy / Instagram Reels

Views

968K

Engage

9.1%

Delta

+13.4%

PackagingPositioningAesthetic trends

Turn premium product teardowns into save-heavy carousel-to-reel hybrids.