Railway Scouter
/data/railway_scouter.sqlite

Template Strategy

28 templates across 7 categories.

Best Opportunity Automation
Demand Leader Automation
Growth Leader Automation
Recent Leader Automation

Build Ideas

Generated from current DB snapshots
Explore Automation variants Gap score 96 with 4097.3 recent/template and 3 tracked templates.
Ride Automation momentum Category grew +109 total projects in the latest comparison window.
Prioritize Automation Opportunity score 96 balances demand, growth, recent use, and competition.
Study N8N (w/ workers) High demand, Fast growth, Fresh installs

Watchlist

Categories and templates you are tracking

Categories

AI/ML
Automation
Starters

Templates

Cap
Caddy
Typebot

Opportunity Score

Demand, growth, recent use, competition
Automation Proven demand, Growing now, Fresh usage per template
96
AI/ML Proven demand, Growing now, Fresh usage per template
35
Starters Proven demand, Growing now, Fresh usage per template
23
Storage Proven demand, Fresh usage per template, Low visible competition
14
Bots Proven demand, Growing now, Fresh usage per template
9
CMS Proven demand, Growing now, Fresh usage per template
9
Other Proven demand, Growing now, Fresh usage per template
5

Template Gap Finder

High demand per visible template
Automation 4097.3 recent/template | 3 templates
96
AI/ML 1801.0 recent/template | 6 templates
24
CMS 121.5 recent/template | 2 templates
11
Storage 77.0 recent/template | 2 templates
9
Bots 116.0 recent/template | 3 templates
9
Starters 303.8 recent/template | 6 templates
7
Other 119.8 recent/template | 6 templates
3

Trend Windows

Top movement across 2, 7, 14, and 30 days
2 days Automation +201 total growth
7 days Automation +201 total growth
14 days Automation +201 total growth
30 days Automation +201 total growth

Category Demand

Total projects
Automation 3 templates
116,019
Starters 6 templates
45,994
AI/ML 6 templates
26,795
Storage 2 templates
16,069
Other 6 templates
4,138
Bots 3 templates
3,967
CMS 2 templates
439

Category Growth

Delta Total
Automation 36.3 growth/template
+109
AI/ML 3.3 growth/template
+20
Starters 2.8 growth/template
+17
Other 1.7 growth/template
+10
Bots 1.7 growth/template
+5
CMS 1.0 growth/template
+2
Storage -1.0 growth/template
-2

Active Usage

Active projects
Automation 97% avg success
79,641
Starters 87% avg success
29,304
AI/ML 72% avg success
14,887
Storage 98% avg success
9,451
Bots 37% avg success
2,638
Other 97% avg success
2,020
CMS 100% avg success
235

Recent Momentum

Recent projects
Automation 4097.3 recent/template
12,292
AI/ML 1801.0 recent/template
10,806
Starters 303.8 recent/template
1,823
Other 119.8 recent/template
719
Bots 116.0 recent/template
348
CMS 121.5 recent/template
243
Storage 77.0 recent/template
154

Copy Targets

Templates worth studying and why

By Score

N8N (w/ workers) Automation Score 100 | 103,824 total | +106 delta | 12,012 recent High demand, Fast growth, Fresh installs
OpenClaw (Clawdbot) - Railway Template AI/ML Score 41 | 14,322 total | +18 delta | 10,169 recent Fresh installs, Strong success, Active usage
Node.js Starters Score 23 | 20,318 total | +12 delta | 1,182 recent Strong success, Active usage
Redis (Bitnami) Storage Score 16 | 15,210 total | -2 delta | 27 recent Strong success, Active usage
Django Starters Score 14 | 10,210 total | +1 delta | 156 recent Strong success, Active usage

By Demand

N8N (w/ workers) Automation Score 100 | 103,824 total | +106 delta | 12,012 recent High demand, Fast growth, Fresh installs
Node.js Starters Score 23 | 20,318 total | +12 delta | 1,182 recent Strong success, Active usage
Redis (Bitnami) Storage Score 16 | 15,210 total | -2 delta | 27 recent Strong success, Active usage
OpenClaw (Clawdbot) - Railway Template AI/ML Score 41 | 14,322 total | +18 delta | 10,169 recent Fresh installs, Strong success, Active usage
Django Starters Score 14 | 10,210 total | +1 delta | 156 recent Strong success, Active usage

By Growth

N8N (w/ workers) Automation Score 100 | 103,824 total | +106 delta | 12,012 recent High demand, Fast growth, Fresh installs
OpenClaw (Clawdbot) - Railway Template AI/ML Score 41 | 14,322 total | +18 delta | 10,169 recent Fresh installs, Strong success, Active usage
Node.js Starters Score 23 | 20,318 total | +12 delta | 1,182 recent Strong success, Active usage
Cap Other Score 11 | 646 total | +4 delta | 122 recent Strong success, Active usage
Caddy Starters Score 10 | 118 total | +3 delta | 118 recent Strong success, Active usage

By Recent Use

N8N (w/ workers) Automation Score 100 | 103,824 total | +106 delta | 12,012 recent High demand, Fast growth, Fresh installs
OpenClaw (Clawdbot) - Railway Template AI/ML Score 41 | 14,322 total | +18 delta | 10,169 recent Fresh installs, Strong success, Active usage
Node.js Starters Score 23 | 20,318 total | +12 delta | 1,182 recent Strong success, Active usage
flowise-railway AI/ML Score 8 | 8,530 total | -2 delta | 174 recent Active usage
Typebot Automation Score 13 | 8,897 total | +0 delta | 161 recent Strong success, Active usage