Nicheloom

The opportunity tracker for new startups.

Sources

AI trading bots and platforms

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

fintech · 266 members · Data as of 2026-10-05

These products offer automated trading bots, agentic execution desks, and quantitative market analysis tools across crypto and traditional asset classes. They are primarily used by retail investors, crypto market participants, and quant traders looking to automate trade execution and strategy backtesting. The cluster is distinguished by its direct focus on autonomous trading workflows and market intelligence rather than general accounting or personal finance management.

Metrics

Stage
crowded
Recent count
191
Prior count
49
Total count
266
Momentum
289.80
Attention
0.46
Crowding
0.86
Concentration
0.84
Opportunity
0.43

Opportunity components

Attention
0.46
Low crowding
0.14
Momentum (normalized)
0.97
Low concentration
0.16

Source split

github
63 (0.33)
hn
32 (0.17)
ph
52 (0.27)
yc
44 (0.23)

Dominant source: github · Divergence: 0.16

Similar themes

Monthly trajectory

Members

Name Source Upvotes ▼ Launched
jev-trader GITHUB 1467 2026-09-16
Scalar Field | The agentic trading desk YC 1413 2026-07-16
Conviction - Trading Desk in Your Pocket YC 1237 2026-09-16
🔔 Fiber AI – Track any changes on companies and people YC 893 2026-07-13
Stoa: The market behind AI hardware YC 777 2026-07-31
Selfin: building the first AI Bank 🏦 YC 757 2025-11-12
DeepReach: Launch a real-world data business today YC 470 2026-08-13
Orange Slice PH 460 2026-04-27
Leni PH 362 2026-06-05
The-Quant-Trading-Vault GITHUB 329 2026-09-27
AquaShield - AI protection against water damage in buildings YC 323 2026-05-20
Portfolio Lab PH 308 2026-08-10
Google Finance PH 290 2026-04-10
Veltrix AI PH 252 2026-06-05
Marx Finance PH 244 2026-05-01
SETS GITHUB 209 2026-09-22
Florin: A full-stack insurance company with 0 underwriters YC 195 2026-08-06
Synthetic-Liquidity-Depth-Scanner GITHUB 173 2026-09-15
beebots GITHUB 172 2026-09-25
Robinhood Agentic Trading PH 165 2026-05-28
stampede GITHUB 150 2026-09-11
Pons-v2-Multi-Wallet-Volume-Bot GITHUB 148 2026-09-15
Sava YC 146 2025-11-03
Liquid Compute YC 141 2026-02-24
TrustMint GITHUB 131 2026-10-04
IBM-SPSS GITHUB 112 2026-10-02
Sequence Markets: trade across exchanges, prediction markets, and tokenized venues from one system YC 107 2026-03-04
Finbar PH 105 2026-10-02
copybot GITHUB 104 2026-09-12
Athenic AI PH 99 2026-09-10
Expected Parrot: Simulate your customers with AI agents YC 93 2025-11-04
We post-trained a model that pen tests instead of refusing HN 93 2026-06-20
Dome - A unified API for prediction markets YC 68 2025-10-29
edge-scanner GITHUB 65 2026-09-19
Alt-X: AI Agents for Real Estate Underwriting & Financial Modeling YC 63 2026-03-18
apebrain GITHUB 52 2026-09-20
first-portfolio GITHUB 51 2026-09-15
ComptyAI GITHUB 51 2026-09-21
BUYIN GITHUB 50 2026-09-27
Fenrock AI - back office AI agents for banks YC 49 2026-03-09
AICryptoTrading GITHUB 47 2026-09-10
Wealtii HN 47 2026-06-24
financial-research-optimizer GITHUB 47 2026-09-25
KelAI - Autonomous AI research engine for hedge funds YC 43 2026-05-27
Oddpool: The institutional data layer for prediction markets YC 42 2026-05-11
aw_trades_-model GITHUB 40 2026-09-17
Soria: AI-native Financial Terminal for Healthcare (and beyond) YC 37 2026-05-28
Quant-Trading-Strategies GITHUB 36 2026-09-15
WithAI – Custom command centers for hedge funds YC 35 2026-05-13
CROWBRAIN GITHUB 34 2026-09-15