Nicheloom

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

Alumni Founder

The tool that maps founder networks for any company

Details

External ID
1138754
Source
PH
Company
—
Product
Alumni Founder
Website domain
producthunt.com
Launched
May 6, 2026
Cohort
—
Upvotes
191
Upvotes percentile
0.2764423076923077
Tags
Venture Capital, SaaS, Tech
Fetched at
Sept. 7, 2026, 1:22 a.m.
Updated at
Sept. 7, 2026, 1:22 a.m.

Description

Enter any company or university and see the complete founder network it produced. Who spun out, how they're connected, how strong those connections are, and how much they've raised - mapped as a live visual graph. Used by VCs for deal sourcing, sales teams for warm intros, and founders looking for co-founders.

Enrichment

Theme
Vertical
Horizontal
Function
Analytics & BI
Audience
B2B
AI stance
Not AI
Project type
Commercial product
Normalized one-liner
map founder networks at any company
Manually corrected
False

Could you build this?

Partial The front-end graph visualization and search can be vibe-coded, but the product is fundamentally dependent on having access to a massive, continually refreshed proprietary B2B graph dataset of founders, education, and funding.

What it would actually take: The system requires large-scale scrapers and enrichment pipelines aggregating LinkedIn profiles, Crunchbase/PitchBook data, company registries, and university alumni lists. Behind the UI sits a dedicated graph database (like Neo4j) to compute relational paths and connection strengths, along with identity resolution algorithms to deduplicate entities across disparate corporate and educational databases.

Competitors

Other products that read as similar to this one — 77 launches clear the similarity bar, closest 8 shown.

Attention rank: #74 of 78 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 146 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.