Nicheloom

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

12K Reddit posts scraped and AI-scored for startup ideas

Details

External ID
46011563
Source
HN
Company
—
Product
12K Reddit posts scraped and AI-scored for startup ideas
Website domain
workers.dev
Launched
Nov. 22, 2025
Cohort
—
Upvotes
5
Upvotes percentile
0.0982532751091703
Tags
—
Fetched at
Sept. 7, 2026, 9:25 p.m.
Updated at
Sept. 7, 2026, 9:25 p.m.

Description

I wanted to find a product idea to build. "Build things people want," right? So I thought, why not literally find people saying what they want?I wrote a script to collect thousands of Reddit posts where people are looking for a solution or complaining about a problem. Then I used GPT to filter out the noise and score each one based on how viable the idea seemed. Threw together a simple search interface so anyone can explore them.I was planning to build a more advanced paid version of this, but figured I'd share the raw version first to see if it's actually useful to anyone.

Enrichment

Theme
indie hacker passion projects
Vertical
Horizontal
Function
Analytics & BI
Audience
B2B
AI stance
AI feature
Project type
Hobby / open-source project
Normalized one-liner
ai-scored startup ideas from reddit
Manually corrected
False

Could you build this?

Yes This is a basic data pipeline consisting of a Reddit API scraper script paired with LLM prompt evaluation and a simple dashboard or CSV output.

Discussion

1 comment analyzed.

Concerns raised: Unclear differentiation from existing products, Content quality concerns

Competitors

Other products that read as similar to this one — 155 launches clear the similarity bar, closest 8 shown.

Attention rank: #151 of 156 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 23 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a analytics & bi tool for Legal yet.