This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
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.
Hi Product Hunt — I'm Donatas, a solo founder in Barcelona.
AIR started from a simple frustration: most "AI stock" tools are either a screener with a chat box, or a tip list with no record of what they said last month.
What AIR does instead:
- Every night it rebuilds scores for ~1,800 US-listed companies worth roughly $500M–$15B, from SEC EDGAR filings and end-of-day prices only.
- Five deterministic perspectives — fundamentals, value, news flow, momentum, safety — roll into one AIR Score. A language model writes the plain-English explanation, but never sets a number.
- It measures the gap between how a company is doing and how much attention it gets, and ranks by that gap. That's the "discovery" part.
- On the last day of each month it publishes a point-in-time snapshot — the Paper Trail — that is never restated. What it said, stays said, wrong calls included.
What it is not: not advice, not a broker, not a portfolio tracker. It's a place to find companies worth reading about.
It's free, there are no ads, and you can browse without an account. I'd love to hear what confused you, what's missing, and which company page made you go "huh".
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About AIR on Product Hunt
“Small-cap discovery scores, never restated”
AIR was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #143 on the daily leaderboard. 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.
AIR was featured in Fintech (47.6k followers), Investing (26.8k followers) and Artificial Intelligence (479.9k followers) on Product Hunt. Together, these topics include over 153.4k products, making this a competitive space to launch in.
Who hunted AIR?
AIR was hunted by Donatas Juskus. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how AIR stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Donatas Juskus