AIR
Small-cap discovery scores, never restated
Details
- External ID
- 1263608
- Source
- PH
- Company
- —
- Product
- AIR
- Website domain
- producthunt.com
- Launched
- Sept. 29, 2026
- Cohort
- —
- Upvotes
- 2
- Upvotes percentile
- 0.7405388069275176
- Tags
- Fintech, Investing, Artificial Intelligence
- Fetched at
- Sept. 30, 2026, 1:01 a.m.
- Updated at
- Sept. 30, 2026, 1:01 a.m.
Description
Ranked lists of under-followed US companies where documented progress is outpacing market attention. AIR rebuilds scores every trading day for ~1,800 companies worth roughly $500M–$15B, from SEC EDGAR filings and end-of-day prices only. Five deterministic perspectives roll into one AIR Score; a language model explains, never scores. On the last day of each month it publishes a point-in-time snapshot — the Paper Trail — that is never restated. Free, no ads, no account needed to browse.
Enrichment
- Theme
- financial intelligence and trading tools
- Vertical
- Fintech
- Function
- Analytics & BI
- Audience
- Prosumer
- AI stance
- Not AI
- Project type
- Commercial product
- Normalized one-liner
- small-cap stock scoring for investors
- Manually corrected
- False
Could you build this?
Partial While the front-end display and daily scoring cron jobs are straightforward, building a robust, non-hallucinating pipeline that ingests and parses thousands of raw SEC EDGAR 10-K/10-Q filings alongside market data requires substantial data engineering.
What it would actually take: A production version needs an automated ingestion engine for SEC EDGAR XBRL and HTML filings, financial data feeds for daily prices, and a deterministic normalization pipeline to extract accurate fundamentals across 1,800+ companies. The stack would likely use Python (e.g., edgar-tools, polars), PostgreSQL/ClickHouse, and automated validation tests to ensure zero restatements or parsing errors.
Competitors
Other products that read as similar to this one — 121 launches clear the similarity bar, closest 8 shown.
Attention rank: #19 of 122 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 320 days after the earliest competitor.
- TickerWhale · ph · 2026-09-21 · 1 upvotes · similarity 0.47
- TickerFile · ph · 2026-09-25 · 1 upvotes · similarity 0.43
- Every CEO and CFO change at US public companies, live from SEC · hn · 2026-04-15 · 191 upvotes · similarity 0.42
- Stockrankr · ph · 2026-09-15 · 2 upvotes · similarity 0.41
- US Publicly Traded Companies probabilities of default with public data · hn · 2025-11-13 · 7 upvotes · similarity 0.41
- Dashboard gives allIndian stock and fund · ph · 2026-09-19 · 1 upvotes · similarity 0.40
- A Wall Street Terminal for Everyone · hn · 2026-01-09 · 10 upvotes · similarity 0.40
- See the best daily US stock trades with entry and exit timing · hn · 2026-01-15 · 6 upvotes · similarity 0.39
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.