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CirclFi
13 AI valuation models on every US stock, updated daily
Stop guessing. CirclFi runs every US stock through 13 institutional valuation models daily — Bayesian DCF, Monte Carlo, Markov Chains and more. Find undervalued stocks with our Quality of Company score.
I spent years inside BlackRock managing valuations on Aladdin — the 21 trillion dollar platform that Wall Street runs on. Every morning, I would open a terminal that costs 25,000 dollars a year and see exactly what institutional investors see: multi-model fair value estimates on every stock, updated daily.
Then I would go home and watch my friends make investment decisions based on Reddit posts and gut feelings.
That gap haunted me.
Here is the truth most people don't know: Wall Street doesn't use ONE valuation model. They don't just run a DCF and call it a day. They run 8, 10, 13 models simultaneously — Bayesian DCF, Monte Carlo simulations, Earnings Power Value, regime-switching models — and look at where the models agree and disagree. That consensus is the edge.
Retail investors? They get a single "analyst target price" and a green or red arrow. That's it.
So I built CirclFi.
13 independent valuation models running on every US stock, every day. The same multi-model approach that BlackRock, Bridgewater, and Two Sigma use — but for 0.90 cents a day instead of 25,000 dollars a year.
No predictions. No "buy" or "sell." Just math. 13 models tell you what a stock is worth — you decide what to do with it.
What is free: Every stock page shows 2 to 4 models unlocked, plus quality scores, value trap detection, and full investment analysis articles — all free, no signup.
What is in the terminal: All 13 models, 5,892 stocks, confidence scores, and the full consensus view.
I built this because I believe the tools should not be the moat. The thinking should be.
Would love your feedback — what would make this more useful for your investment research? 👇
About CirclFi on Product Hunt
“13 AI valuation models on every US stock, updated daily”
CirclFi was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #112 on the daily leaderboard. Stop guessing. CirclFi runs every US stock through 13 institutional valuation models daily — Bayesian DCF, Monte Carlo, Markov Chains and more. Find undervalued stocks with our Quality of Company score.
On the analytics side, CirclFi competes within Productivity, Investing and Artificial Intelligence — topics that collectively have 1.2M followers on Product Hunt. The dashboard above tracks how CirclFi performed against the three products that launched closest to it on the same day.
Who hunted CirclFi?
CirclFi was hunted by negm. 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.
For a complete overview of CirclFi including community comment highlights and product details, visit the product overview.
negm
Hey Product Hunt! 👋
I spent years inside BlackRock managing valuations on Aladdin — the 21 trillion dollar platform that Wall Street runs on. Every morning, I would open a terminal that costs 25,000 dollars a year and see exactly what institutional investors see: multi-model fair value estimates on every stock, updated daily.
Then I would go home and watch my friends make investment decisions based on Reddit posts and gut feelings.
That gap haunted me.
Here is the truth most people don't know: Wall Street doesn't use ONE valuation model. They don't just run a DCF and call it a day. They run 8, 10, 13 models simultaneously — Bayesian DCF, Monte Carlo simulations, Earnings Power Value, regime-switching models — and look at where the models agree and disagree. That consensus is the edge.
Retail investors? They get a single "analyst target price" and a green or red arrow. That's it.
So I built CirclFi.
13 independent valuation models running on every US stock, every day. The same multi-model approach that BlackRock, Bridgewater, and Two Sigma use — but for 0.90 cents a day instead of 25,000 dollars a year.
No predictions. No "buy" or "sell." Just math. 13 models tell you what a stock is worth — you decide what to do with it.
What is free: Every stock page shows 2 to 4 models unlocked, plus quality scores, value trap detection, and full investment analysis articles — all free, no signup.
What is in the terminal: All 13 models, 5,892 stocks, confidence scores, and the full consensus view.
I built this because I believe the tools should not be the moat. The thinking should be.
Would love your feedback — what would make this more useful for your investment research? 👇