Felix ZHU

Felix ZHU

Niche AI Tool - Free Resource Hub

About

Niche AI Tool is a free resource hub for SaaS founders, indie hackers, and content creators. It combines practical calculators with verified industry benchmark data — no sign-up, no paywall, no email gate. The site currently offers 13 free SaaS calculators covering LTV:CAC ratio, churn rate, MRR growth, CAC payback, ROAS, ROI, profit margin, conversion rate, CPM, and more. Each calculator is designed to be used in under 30 seconds: plug in your numbers, get your result, compare against industry benchmarks inline. Niche AI Tool also publishes in-depth AI tool reviews and comparisons, focused on cold email tools, Amazon seller tools, and productivity software for non-technical founders. Built by one person as a side project. Everything is free forever.

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Tastemaker
Tastemaker

Maker History

  • Niche AI Tool
    Niche AI ToolFree SaaS calculators & verified benchmark data for founders
    Oct 2026
  • 🎉
    Joined Product HuntJuly 25th, 2026

Forums

Launching Oct 6!

Built this because I was tired of benchmark numbers that don't exist in the source report. 54 verified SaaS stats, all linked back to original PDFs. AMA.

https://www.producthunt.com/p/ni...

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3d ago

Niche AI Tool - Free SaaS calculators & verified benchmark data for founders

Free SaaS calculators + a verified benchmark citation hub. What's different: every benchmark stat is manually verified against the original PDF (Benchmarkit 2026, ChartMogul, KeyBanc) — no second-hand blog numbers. 13 calculators (LTV:CAC, churn, MRR, CAC payback, ROAS) with zero sign-up. The citation hub is built to be linked to by other writers and AI search. One-person side project, free forever.
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