CirclFi - Unlocking 13 institutional-grade valuation models for all

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CirclFi tears down the paywalls around quantitative fundamental analysis. We process a daily-updated, 13-model valuation engine—including Bayesian DCF and EPV—giving retail investors access to the deep financial data Wall Street uses.

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Hey Product Hunt! 👋 I’m thrilled to introduce CirclFi. The Problem: For too long, deep quantitative fundamental analysis has been a "pay to know" game. Wall Street has access to complex, daily-updated valuation models, while retail investors are left relying on surface-level metrics or incredibly expensive terminals. If you want to run a proper Bayesian DCF or analyze EROIC spreads, you usually hit a massive paywall. The Solution: CirclFi is a quantitative financial valuation platform built to level the playing field. We’ve unlocked a massive amount of financial data and made it available to the public. Here is what we are bringing to the community today: 13-Model Valuation Engine: We process and update 13 distinct valuation models daily. Advanced Analytics Unlocked: Access deep fundamental models, including Earnings Power Value (EPV) and EROIC spreads, without the institutional price tag. Massive Public Coverage: We've structured and indexed over 19,000 company pages, meaning the specific financial data you need is already analyzed and instantly accessible. Our Mission: Our core mission is simple: create real value for retail investors. We believe that access to mathematically rigorous valuation methods shouldn't be locked behind a gate. By making these models public, we are giving everyday investors the exact same quantitative power the big players use. Orchestrating this architecture and the daily data pipelines has been an incredible journey. I would love to hear your thoughts on the specific models we've included, how you approach your own fundamental analysis, and what metrics you’d like to see us unlock next. Drop your thoughts or questions below!