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HomeStockAInsights - Stock Analysis Platform
StockAInsights - Stock Analysis Platform

StockAInsights - Stock Analysis Platform

AI-powered stock data that rivals $20K terminals

hthought
@hthought
Published on Feb 24, 2026
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Categories

FintechAI ToolsDeveloper Tools

Use Cases

Data AnalysisAI ChatbotsAnalytics & Reporting

Target Audience

Founders & CEOsData ScientistsDevelopers

Platforms

WebAPI

About StockAInsights - Stock Analysis Platform

Hey ! 👋 I'm excited to share StockAInsights after almost a year of obsessive building. The backstory: I'm a long-time investor who got burned by one of those popular (expensive!) financial data APIs. Missing quarters everywhere, wrong calculations, constant bugs. I was sending bug reports weekly. Eventually gave up. So I decided to fix it myself. Started with the "proper" approach—XBRL extraction using tools like Arelle. Quickly learned why most APIs are broken: it's nearly impossible without tons of manual work. SEC has classification errors, companies use custom fields, there's incorporation by reference, mergers, CIK successions... it's a nightmare. The breakthrough: I spent the last year building a multi-strategy AI system that extracts data directly from SEC filings. The results honestly shocked me. - 400+ normalized fields across all three financial statements - Virtually Zero missing quarters (12+ years historically or since IPO date) - Industry-specific templates—banks, insurance, REITs, energy, utilities - Smart AI Insights - Free-form chatbot where you ask any question about stocks, compare companies across industries, get instant answers based on complete financial data - AI Deep Dive - Automated analyst that scrutinizes every SEC filing and asks critical questions investors miss. - DCF valuation tools, 175-pages Investors Academy, full API access, institutional and insider trading, mergers/acquisitions/key events and many more. There are a ton of features already. - The AI also reads the full 10-Ks and pulls out the stuff that actually matters - risks, red flags, margin pressures, all summarized so you don't have to read 200 pages yourself. And yes - full API access is included. Same data, ready for your own models, spreadsheets, whatever you're building. That was a big priority for me because I wanted this data for my own stuff too and I know how valuable it is. The data density is wild. While other APIs return 2 fields for some quarters, ours consistently delivers complete data for every period. What's next: More companies (targeting 6,000+), international markets, extensive 8-K processing. Free tier available so you can test the quality yourself. Would love to hear what you think!

Product Insights

StockAInsights is a fintech platform and API that leverages AI to extract over 400 normalized fields directly from SEC filings, ensuring complete historical data coverage. By providing specialized templates for various industries and automated analyst deep dives, it bridges the gap between raw financial data and actionable investment research.

  • Supports over 400 normalized fields with virtually zero missing quarters over a 12-year history.
  • Provides industry-specific templates for sectors including banking, insurance, REITs, and energy.
  • Offers a full API for developers and data scientists to integrate raw data into external models.
  • Includes an AI-driven chatbot and automated deep-dive analyst for natural language stock queries.

Ideal for: Data Scientists and Developers who require complete financial data via API, as well as Founders & CEOs looking for AI-driven summaries of SEC filings to inform investment decisions.

Screenshots

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