I graded 234 stocks on free cash flow (not earnings)
Details
- External ID
- 47042751
- Source
- HN
- Company
- —
- Product
- I graded 234 stocks on free cash flow (not earnings)
- Website domain
- vercel.app
- Launched
- Feb. 17, 2026
- Cohort
- —
- Upvotes
- 17
- Upvotes percentile
- 0.6610512129380054
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:25 p.m.
- Updated at
- Sept. 7, 2026, 9:25 p.m.
Enrichment
- Theme
- calculators and financial estimation tools
- Vertical
- Fintech
- Function
- Analytics & BI
- Audience
- B2C
- AI stance
- Not AI
- Project type
- Hobby / open-source project
- Normalized one-liner
- stock analysis by cash flow
- Manually corrected
- False
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 — 129 launches clear the similarity bar, closest 8 shown.
Attention rank: #42 of 130 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 101 days after the earliest competitor.
- 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
- YieldCheckup · ph · 2026-09-29 · 2 upvotes · similarity 0.45
- I built a MCP Server for stock analysis (9% alpha vs. VOO) · hn · 2025-12-27 · 6 upvotes · similarity 0.43
- StockFit API · hn · 2026-04-15 · 7 upvotes · similarity 0.43
- I took the calculator away from 50 LLMs and graded the arithmetic · hn · 2026-08-12 · 7 upvotes · similarity 0.42
- Stockrankr · ph · 2026-09-15 · 2 upvotes · similarity 0.41
- Stock Picks · ph · 2026-09-10 · 2 upvotes · similarity 0.41
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a analytics & bi tool for Legal yet.