Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

Sources

AI developer tools and resources

Recent window: last 5.2 months (2026-04-24 → 2026-09-28), compared with the prior 5.2 months.

horizontal · 265 members · Data as of 2026-09-30

These products provide developer utilities, infrastructure components like model routers and monitors, and curated learning directories for artificial intelligence. They are built for software engineers, AI developers, and tech teams adopting machine learning workflows. This cluster is distinguished by its focus on supporting the development, education, and operational tooling around AI rather than end-user generative applications.

Metrics

Stage
crowded
Recent count
225
Prior count
8
Total count
265
Momentum
300.00
Attention
0.31
Crowding
0.93
Concentration
0.82
Opportunity
0.39

Opportunity components

Attention
0.31
Low crowding
0.07
Momentum (normalized)
1.00
Low concentration
0.18

Monthly trajectory

Source split

github
18 (0.08)
hn
6 (0.03)
ph
199 (0.88)
yc
2 (0.01)

Dominant source: ph · Divergence: 0.88

Similar themes

Members

Name Source Upvotes ▲ Launched
AI Tool Scout PH 1 2026-09-11
The AI Leaderboard PH 1 2026-09-11
AIForWork & Study PH 1 2026-09-11
Geeksdive PH 1 2026-09-11
Stop Paying for AI Subscriptions PH 1 2026-09-12
Toolfork PH 1 2026-09-12
AIToolsHaven PH 1 2026-09-12
Astra.Directory PH 1 2026-09-12
DigitalToolsHub PH 1 2026-09-12
ToolTopia PH 1 2026-09-20
aivevia PH 1 2026-09-23
AIBrief24 PH 1 2026-09-13
MultiTOOL Pro AI KIT Utilities Cordova PH 1 2026-09-06
AI Tools for Small Business PH 1 2026-09-13
SEO Stack Tools PH 1 2026-09-13
AI Search Visibility Tool Alternatives: PH 1 2026-09-13
MaxDiVision PH 1 2026-09-09
Zaap PH 1 2026-09-18
Semantyra PH 1 2026-09-17
Blogs World PH 1 2026-09-18
The Tech Informist PH 1 2026-09-09
AI Tool Trail PH 1 2026-09-14
Guide AI Tools PH 1 2026-09-14
AppMatch AI PH 1 2026-09-09
Can I Grok Bot It PH 1 2026-09-07
Image AI Tools PH 1 2026-09-20
AI Tools Police PH 1 2026-09-15
WorthToTry PH 1 2026-09-18
SEOVally PH 1 2026-09-10
Genaihub PH 1 2026-09-06
Claupt PH 1 2026-09-15
AIToolHub PH 1 2026-09-15
Team Collaboration Tools PH 1 2026-09-10
Whop PH 1 2026-09-19
Podly — AI podcast summary PH 1 2026-09-10
Lootr Tools PH 1 2026-09-19
BestAIHub PH 1 2026-09-16
Pixelpromptx PH 1 2026-09-16
Choose My Stack PH 1 2026-09-16
Ezeriq PH 1 2026-09-16
AI Compare PH 1 2026-09-16
Aigotools PH 1 2026-09-19
Signal PH 1 2026-09-09
AI Content Creator Starter Kit PH 1 2026-09-18
TrendingDevTools PH 1 2026-09-06
Online utility collection PH 1 2026-09-17
IndieSignal PH 1 2026-09-17
Ghostkey PH 1 2026-09-21
Trove PH 1 2026-09-11
Sydney WEB team PH 1 2026-09-25