Nicheloom

The opportunity tracker for new startups.

Sources

AI agent platforms and automation tools

Recent window: last 5.2 months (2026-04-26 → 2026-10-02), compared with the prior 5.2 months.

horizontal · 708 members · Data as of 2026-10-04

These products provide developer tooling to build, deploy, and evaluate autonomous AI agents, as well as specialized agents that automate operational workflows. They are purchased by software developers, startup founders, and operational teams looking to delegate complex, multi-step tasks to AI teammates. This cluster is distinguished by its emphasis on autonomous task execution and agent infrastructure rather than simple chat-based copilot interfaces.

Metrics

Stage
crowded
Recent count
559
Prior count
73
Total count
708
Momentum
300.00
Attention
0.45
Crowding
1.00
Concentration
0.82
Opportunity
0.41

Opportunity components

Attention
0.45
Low crowding
0.00
Momentum (normalized)
1.00
Low concentration
0.18

Source split

github
23 (0.04)
hn
14 (0.03)
ph
492 (0.88)
yc
30 (0.05)

Dominant source: ph · Divergence: 0.86

Similar themes

Monthly trajectory

Members

Name Source Upvotes ▼ Launched
Predflow AI PH 183 2026-04-06
Mount - The AI-Agent Insurance Carrier YC 181 2026-05-22
MeetStream AI PH 179 2026-08-20
Zetik PH 179 2026-08-15
Re_gent PH 179 2026-05-20
Contrario PH 175 2026-05-06
Mindstone Rebel PH 173 2026-06-24
AutoSend MCP PH 171 2026-03-18
Ship OS by Notion PH 170 2026-07-10
Hexis PH 169 2026-08-08
LemonLime PH 169 2026-07-08
Nitrosend PH 168 2026-07-16
Donna AI PH 168 2026-03-12
Google Workspace Intelligence PH 163 2026-04-24
Dunky AI PH 158 2026-03-26
Sonarly PH 156 2026-03-10
Notion 3.4 PH 156 2026-05-10
Oriane PH 156 2026-05-05
Keystroke PH 156 2026-08-05
AutoClaw PH 155 2026-08-22
Almanac PH 154 2026-08-28
YAGNI PH 154 2026-07-15
AgentDiscuss PH 154 2026-03-17
FlowMarket PH 153 2026-05-07
Quaso PH 152 2026-07-23
AgentScore PH 151 2026-09-23
Harmony PH 142 2026-09-27
PixelCrew PH 139 2026-09-22
Autonomous Product Delivery PH 134 2026-09-24
ZeroClick PH 121 2026-09-16
Type.com PH 119 2026-09-09
Plane Agents PH 117 2026-09-22
Lloyal PH 107 2026-10-02
SureForge GITHUB 100 2026-09-09
CC PH 100 2026-09-21
Frigade Assist API PH 99 2026-09-09
Agent.email HN 99 2026-05-21
Agnost AI: Turn Your Agent Traces Into a Faster, Cheaper, & more Accurate Custom Model YC 96 2026-08-20
Kopai PH 95 2026-09-08
Koreshield PH 92 2026-09-23
Klarify 🌱 AI Agent for Therapists YC 92 2026-05-11
StarSling Runners - Self-Driving CI YC 85 2026-06-29
is.team PH 83 2026-09-15
Multimodal Agents by Sierra PH 83 2026-09-15
Vitra.ai PH 80 2026-10-01
Agent Interface PH 79 2026-09-18
Autoresearch@home HN 79 2026-03-11
Kaiku PH 78 2026-09-25
Brev PH 78 2026-09-22
Ace from Automat Workforce PH 77 2026-09-30