MatterOfStocks
Research that shows its track record, not just its opinion.
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MatterOfStocks publishes its track record instead of asking for trust, and enforces it in code: • Computed, not narrated: AI writes the explanations; published rules compute the figures from SEC filings and market data. • Transparent: 14 years of backtests, failures included, and timestamped calls that are never edited. • The data: company scores, forensic accounting checks, institutional ownership, open-market insider trades and congressional trades. No invented price targets.
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PH · launched Oct 14, 2026 · 1 upvote (top 67%)
- Fintech
- Analytics & BI
- Prosumer
- Not AI
- Commercial product
- Analytics
- Investing
- Personal Finance
- Google Cloud Run
Similar launches
See all 264 similar launches →Could you build this?
Partial The publishing platform and rule-based computation are buildable, but the credibility it sells depends on a 14-year point-in-time track record and licensed financial data that a new builder cannot reproduce.
What it would actually take: Architecture is a database of timestamped calls and rule-based computations pulling SEC EDGAR filings and market price data, with a backtesting engine and an LLM for narrative explanations. The hard parts are obtaining clean point-in-time fundamental and price data (often a paid licence) and accumulating years of verifiable, timestamped history, which requires quantitative finance and data engineering expertise.
Competitors
Other products that read as similar to this one : 264 launches clear the similarity bar, closest 8 shown.
Attention rank: #110 of 265 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 335 days after the earliest competitor.
- BioTradingArena · hn · 2026-02-06 · 35 upvotes · similarity 0.46
- Greedy Insider 2.0 · ph · 2026-10-29 · 1 upvotes · similarity 0.45
- TickerFile · ph · 2026-09-25 · 1 upvotes · similarity 0.44
- Conviction · ph · 2026-09-18 · 1 upvotes · similarity 0.43
- InsiderPulse · ph · 2026-10-06 · 1 upvotes · similarity 0.43
- Provenance · ph · 2026-09-15 · 1 upvotes · similarity 0.42
- TradeStar Insider · ph · 2026-10-08 · 1 upvotes · similarity 0.42
- FactualFinance · ph · 2026-10-31 · 1 upvotes · similarity 0.42
Other launches for this product
- No other launches for this product.