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

UniProd

Analytics

Spot the repeatable signal before it goes stale.

Analytics views are now backed by persisted stored structures, with demo values only filling fields that have not yet been replaced by live ingestion.

TikTok

Creator Playbook

Weekly delta +18.2%

7-day views

Mon

142K

Tue

166K

Wed

171K

Thu

189K

Fri

211K

Sat

228K

Sun

244K

Saves by pillar

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

Watch time by format

Face cam27
B-roll21
Captions24

30d follower growth

W1

3.1K

W2

3.9K

W3

4.7K

W4

6.7K

TikTok

CrimeFrames

Weekly delta +24.6%

7-day views

Mon

301K

Tue

324K

Wed

338K

Thu

362K

Fri

401K

Sat

436K

Sun

482K

Saves by pillar

Case timelines8.8K
Twists7.3K
Interrogation details5.2K
Unsolved angles4.8K

Watch time by format

Animated timeline34
Map breakdown27
Evidence zoom31

30d follower growth

W1

4.2K

W2

5.8K

W3

7.4K

W4

11K

YouTube Shorts

StreamCut

Weekly delta +16.9%

7-day views

Mon

388K

Tue

421K

Wed

412K

Thu

446K

Fri

509K

Sat

551K

Sun

578K

Saves by pillar

Rage clips3.4K
Clutch moments6.2K
Chat reactions5.1K
Unexpected fails4.3K

Watch time by format

Facecam clip24
Chat overlay29
Replay zoom26

30d follower growth

W1

3.6K

W2

4.2K

W3

5K

W4

7.1K

Instagram Reels

PodPulse Clips

Weekly delta +9.3%

7-day views

Mon

96K

Tue

108K

Wed

112K

Thu

118K

Fri

121K

Sat

132K

Sun

140K

Saves by pillar

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

Watch time by format

Two-up video22
Caption heavy19
Quote-first24

30d follower growth

W1

1.5K

W2

1.9K

W3

2.2K

W4

2.8K

Instagram Reels

Brand Anatomy

Weekly delta +13.4%

7-day views

Mon

91K

Tue

98K

Wed

104K

Thu

119K

Fri

141K

Sat

155K

Sun

160K

Saves by pillar

Packaging5.4K
Positioning4.8K
Aesthetic trends6.1K

Watch time by format

Teardown24
Moodboard20
Carousel hybrid28

30d follower growth

W1

2.3K

W2

2.5K

W3

3.1K

W4

4.4K

Top-performing posts

What is already proving itself

#1Animated timeline

The camera frame that cracked the motel timeline

Police had this frame for weeks before realizing what was in the corner.

Views

912K

Likes

68.4K

Comments

4.9K

Shares

12.3K

Saves

27.1K

#2Replay zoom

He celebrated before the round actually ended

He thought the clip was over. It was just getting worse.

Views

804K

Likes

51.7K

Comments

3.6K

Shares

9.4K

Saves

11.6K

#3Quote-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

#4Caption 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 clue everyone missed

Sample size 22 clips

68% win rate

Average hold rate

73%

Average views

584K

This case turned on one decision

Sample size 16 clips

64% win rate

Average hold rate

71%

Average views

532K

Chat saw it before he did

Sample size 19 clips

59% win rate

Average hold rate

66%

Average views

471K

He thought the round was over

Sample size 14 clips

63% win rate

Average hold rate

69%

Average views

518K

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

Leaderboard

Account performance mix

Compounding signals
AccountPlatformViewsEfficiencySaves / 1kConsistencyWeekly delta

Creator Playbook

Creator growth systems

TikTok1.8M80393%+18.2%

CrimeFrames

Crime story animation

TikTok2.6M99295%+24.6%

StreamCut

Stream clipping

YouTube Shorts3.2M72196%+16.9%

PodPulse Clips

Podcast clipping

Instagram Reels896K65386%+9.3%

Brand Anatomy

Visual brand teardowns

Instagram Reels968K86686%+13.4%