Nicheloom

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

My startup-idea scanner scored 500 ideas; the best got 6.3/10

Details

External ID
49497779
Source
HN
Company
—
Product
My startup-idea scanner scored 500 ideas; the best got 6.3/10
Website domain
1mil.app
Launched
Aug. 30, 2026
Cohort
—
Upvotes
8
Upvotes percentile
0.4731182795698925
Tags
—
Fetched at
Sept. 10, 2026, 5:31 a.m.
Updated at
Sept. 10, 2026, 5:31 a.m.

Description

I built a tool (https://1mil.app/hn) to help me test my intuition about various weird business ideas that were on my mind. Initially, I wanted to create a database with 1 million business ideas (hence the name - "1 million opportunities"). But turned out to be a dumb idea already. So instead I built this tool that returns only 10 ideas. It's all based on your input, market + your background.The first release scored on demand only and it gave false confidence. So I rebuilt the the scoring around "winnability": can a solo founder with a specific background "win" against what already exists?Heres what still bugs me: since winnability went live in June, it has scored 500+ ideas, and none reached 7/10. The best was 6.3 and the median is 1.3. That includes every scan I ran for myself.My preliminary conclusion: most business ideas are improbable to win.Well, go ahead and try the scanner, and let me know what you think. A free scan without an account is included. Each scan costs Vertex tokens, which is why the tool isn't free.

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
startup idea evaluation and scoring
Manually corrected
False

Could you build this?

Yes This is a wrapper combining an LLM prompt pipeline with live web search APIs (such as Serper or Tavily) and displaying the scored results in a clean web UI.

Discussion

4 comments analyzed.

Competitors mentioned: z.ai

Concerns raised: palette similarity to competitor

Feature requests: ability to post/submit ideas

Competitors

Other products that read as similar to this one — 50 launches clear the similarity bar, closest 8 shown.

Attention rank: #30 of 51 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 304 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.