Nicheloom

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

Market Eyes Live

The judgment layer between your AI and your broker

Details

External ID
1247087
Source
PH
Company
—
Product
Market Eyes Live
Website domain
producthunt.com
Launched
Sept. 23, 2026
Cohort
—
Upvotes
7
Upvotes percentile
0.9434199273038273
Tags
iOS, Fintech, Investing
Fetched at
Sept. 25, 2026, 1:01 a.m.
Updated at
Sept. 25, 2026, 1:01 a.m.

Description

Most finance apps hand you data and leave you to guess. Market Eyes runs three engines built by career finance professionals: MELANY scores every US stock 0 to 100 across eight sourced factors, PRISM ranks conviction, APEX writes the plan with one entry zone. Every rating is graded in public against what the market did next, with the validation methods published in full. The same engine answers your AI through a free MCP server. Plus Lock Radar for mortgage rates. Free to start on iOS and web.

Enrichment

Theme
financial intelligence and trading tools
Vertical
Fintech
Function
Agent / copilot
Audience
B2C
AI stance
AI-native
Project type
Commercial product
Normalized one-liner
execution risk and judgment layer for ai trading
Manually corrected
False

Could you build this?

Partial The web/mobile frontend, authentication, and Supabase integration are easy to vibe code, but the proprietary financial rating algorithms (MELANY, PRISM, APEX) and real-time market data ingestion require financial quantitative expertise and costly market data pipelines.

What it would actually take: A production version needs a quantitative backend (Python/FastAPI) ingesting real-time and historical US stock market data via feeds like Polygon.io or FactSet. The core difficulty lies in formulating, backtesting, and grading the 8-factor mathematical scoring models (MELANY/PRISM/APEX) across thousands of tickers. It requires quantitative finance experience and substantial recurring budgets for reliable market data licenses.

Competitors

Other products that read as similar to this one — 167 launches clear the similarity bar, closest 8 shown.

Attention rank: #7 of 168 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 321 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a agent / copilot tool for Agriculture yet.