Tool Finder
👤 Francesco D'Alessio (Reviewed productivity apps on YouTube since 2012; his 450k-subscriber audience is the moat he routes into Tool Finder.)🌐 site𝕏LinkedIn
A decade of YouTube reviews became a directory that vendors now pay to appear in.
Will it work? · our read
Audience wins. Fourteen years of honest reviews built the audience; the site just monetizes it. Anyone clones the directory in a weekend — no one clones the trust or the 450k subscribers.
01How the money moves
450k fans watch his honest tool reviews
→
They land on Tool Finder to compare and pick
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Vendors pay via affiliate, sponsorship and deal passes
02The numbers
>$10K/moStatedFounder-stated, 2026
2026
Revenue is a self-reported 5-figure range, not an audited figure. Indie Hackers
Founder-stated 5-figure MRR (>$10K/mo), 2026.
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You have the verdict. Members get the work behind it.
- The CENTS scorecard — where it's strong, where it's soft
- The founder's key move, and the counter-move
- How it could die — the evidence, and how sure we are
- The case against our own call
- A 🚀 launchpad prompt — the case, as a plan for your business
We rate our own confidence — and argue against ourselves. Nobody else in this category does.
Sources always public on all 604 cases · cancel anytime · 14-day refund
See a full teardown, free → ImportYetiSourcesSources last checked 8 October 2026
Indie Hackers — Francesco on building a 5-figure-MRR software review site (2026)Tool Finder — About / team (450k+ subscribers, reviews since 2012)Glasp Talk #22 — interview with Francesco D'AlessioProduct Hunt — Tool Finder (100K+ monthly visitors)LinkedIn — Keep Productive is becoming Tool Finder (2024)
Revenue is Francesco's own words on Indie Hackers (June 2026) — ">$10K a month," a "five-figure MRR" — so it is first-party but a self-reported range, not audited; marked STATED. The 450k subscribers and 100K+ monthly visitors come from Tool Finder and Product Hunt. Founding year 2023 comes from Tool Finder's initial Product Hunt listing (Jan 3, 2023); the reviews themselves date to 2012 under Keep Productive, and the brand became Tool Finder in 2024. No invented drama: this won on a decade of patient audience-building, not one clever move. The AI-search 'dies' scenario is [our read]. We never score you.