Nicheloom

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

Analyzing 9 years of HN side projects that reached $500/month

Details

External ID
46932483
Source
HN
Company
—
Product
—
Website domain
—
Launched
Feb. 8, 2026
Cohort
—
Upvotes
12
Upvotes percentile
0.5970350404312669
Tags
—
Fetched at
Sept. 7, 2026, 9:26 p.m.
Updated at
Sept. 7, 2026, 9:26 p.m.

Description

After analyzing 9 years of HN side project posts, I found some counter-intuitive patterns about what makes projects profitable.Three things that stood out:1. B2B dominates: 73% of $500+/month projects target businesses, not consumers2. Speed matters more than polish: Average 47 days from launch to first sale. Most started charging with 3-5 core features.3. Pricing cluster: 87% price between $20-49. Low enough for impulse purchase, high enough to be sustainable.I compiled this into a dataset of nearly 700 projects with tech stack, pricing, and timeline data. Built it because I was planning my own side project and wanted to see patterns, not just success stories.Available at [https://haileyzhou.gumroad.com/l/pknktt] ($49) as html report and raw .csv data.Data source note: All from public HN posts 2017-2025. I did the cleaning, categorization, and cross-referencing.Happy to discuss methodology or findings. Curious what patterns others see or if this matches your experience?

Enrichment

Theme
startup launch and fundraising tools
Vertical
Horizontal
Function
Analytics & BI
Audience
B2C
AI stance
Not AI
Project type
Hobby / open-source project
Normalized one-liner
analysis of side projects that reached $500/month revenue
Manually corrected
False

Could you build this?

Yes This is a content/blog post analyzing publicly available Hacker News post history, which can easily be scraped, aggregated with an LLM script, and published as an article.

Discussion

6 comments analyzed.

Concerns raised: Unclear if product achieves claimed sales figures for side projects

Competitors

Other products that read as similar to this one — 130 launches clear the similarity bar, closest 8 shown.

Attention rank: #50 of 131 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 89 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.