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469 products · 1,638 snapshots
Signature Index

Proprietary signals

Four composed indices ranking categories and launches. Scores are 0–100 — higher means the signal is firing harder.

Category Heat Index

Where activity is concentrating fastest right now.

1
SaaS
freq 100growth 100engage 42
81
2
Productivity
freq 100growth 100engage 32
78
3
Artificial Intelligence
freq 100growth 100engage 33
78
4
Developer Tools
freq 100growth 100engage 28
77
5
GitHub
freq 100growth 100engage 28
77
6
Marketing
freq 84growth 100engage 30
73
7
Design Tools
freq 86growth 100engage 23
72
8
Android
freq 60growth 100engage 41
68
9
No-Code
freq 8growth 100engage 100
67
10
FemTech
freq 2growth 100engage 100
66
11
Growth Hacks
freq 2growth 100engage 100
66
12
Business
freq 2growth 100engage 100
66

Opportunity Gap Score

Where demand still outpaces supply — whitespace for serious entrants.

1
No-Code
Demand: 2 median votes · Supply: 4 launches
54
2
Typography
Demand: 2 median votes · Supply: 3 launches
50
3
Photo & Video
Demand: 2 median votes · Supply: 3 launches
50
4
Customer Communication
Demand: 2 median votes · Supply: 3 launches
50
5
Calendar
Demand: 3 median votes · Supply: 5 launches
50
6
Accounting
Demand: 1 median votes · Supply: 3 launches
50
7
Puzzle Games
Demand: 2 median votes · Supply: 3 launches
50
8
Business Intelligence
Demand: 4 median votes · Supply: 3 launches
49
9
Hardware
Demand: 2 median votes · Supply: 3 launches
49
10
Security
Demand: 2 median votes · Supply: 7 launches
48
11
Apple
Demand: 3 median votes · Supply: 6 launches
48
12
Software Engineering
Demand: 2 median votes · Supply: 5 launches
47

Narrative Strength Score

Launches with positioning sharp enough to break through.

1
Sliick
“Free 3D mockups for your screenshots and videos”
77
2
Anysite.io
“Build and enrich B2B lists by chatting to your agent”
74
3
TIM PG
“Anonymize sensitive data before pasting into AI tools”
72
4
InTimid AI Matchmaking
“For introverts and re-entry daters. Our AI matchmaker talks.”
72
5
easyspecs.ai
“The spec review platform”
72
6
Loqua
“Speak naturally and move from thoughts to being done”
72
7
Cline Desktop App
“An open-source app for open-weight models”
72
8
chat-recall
“Ctrl+F for every conversation you've had with an AI”
72
9
Moji
“Open Markdown files like PDFs.”
72
10
Design Studio by Monday Merch
“A browser canvas to design merch with over 1.000+ products”
69
11
Raycast 2.0
“The next generation of Raycast is here”
67
12
sizeless
“Spatial AI for underground infrastructure”
60

How these scores are built

Every signature index is a weighted composition of raw signals we already compute. The aim isn't precision — it's a stable, comparable baseline you can use to rank, screen, and reference.

Founder Conviction Index
Per launch — surfaces on product pages
  • Maker/hunter reputation × 0.3
  • Launch velocity × 0.3
  • Comment buyer-intent × 0.2
  • Tagline clarity × 0.2
Category Heat Index
Per category — listed above
  • Launch frequency (30d) × 0.30
  • Week-over-week growth × 0.35
  • Avg engagement × 0.25
  • Has revenue tracked × 0.10
Opportunity Gap Score
Per category — listed above
  • Median votes per launch × 0.45
  • Inverse supply density × 0.40
  • Engagement per product × 0.15
Narrative Strength Score
Per launch — listed above
  • Tagline clarity (length, action verb, outcome) × 0.45
  • Comment sentiment polarity × 0.35
  • Topic focus × 0.20
Data updated 10h ago · next refresh in 23:12:36