I graded 234 stocks on free cash flow (not earnings)
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HN · launched Feb 17, 2026 · 17 upvotes (top 34%) · 0 views
Niche: stock and market analysis software · 355 launches, 42 in the last 7 days ▲ +11% · Explore this niche →
Category and tags
- Fintech
- Analytics & BI
- B2C
- Not AI
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 355 launches in stock and market analysis software →
Could you build this?
Yes It is a curated financial dashboard calculating basic ratios (FCF margin, cash conversion) from public financial filings and rendering them using standard web UI charting libraries.
Discussion
9 comments analyzed.
Competitors mentioned: COWZ ETF (fund-level cash flow screening), FLOW ETF, Yahoo Finance ETFs
Concerns raised: Net Cash calculation excludes Marketable Securities (should include like GOOG does), Data pulled from Yahoo Finance may have limitations, No backtesting done yet to validate A grades outperform, Can't separate business segments in cash flow statement (e.g., AWS vs retail)
Feature requests: Backtest historical performance of A-graded stocks, Include Marketable Securities in Net Cash calculation, Break down cash flow by business segment
Competitors
Other products that read as similar to this one : 285 launches clear the similarity bar, closest 8 shown.
Attention rank: #85 of 286 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 101 days after the earliest competitor.
- Earnings Tournament® · ph · 2026-10-20 · 2 upvotes · similarity 0.47
- PumpProof · hn · 2026-07-27 · 6 upvotes · similarity 0.46
- Dashboard gives allIndian stock and fund · ph · 2026-09-19 · 1 upvotes · similarity 0.46
- I put employees inside S&P 500 market-cap bubbles · hn · 2026-10-25 · 177 upvotes · similarity 0.45
- YieldCheckup · ph · 2026-09-29 · 2 upvotes · similarity 0.44
- I built a MCP Server for stock analysis (9% alpha vs. VOO) · hn · 2025-12-27 · 6 upvotes · similarity 0.44
- StockFit API · hn · 2026-04-15 · 7 upvotes · similarity 0.44
- Critivest · ph · 2026-11-09 · 1 upvotes · similarity 0.42
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.