--- title: I Let Claude Analyze Every SEC Filing Automatically description: A practical walkthrough of automating SEC filing analysis by combining structured financial data from the EODHD API with Claude's reasoning capabilities.... canonical: https://daily.dev/posts/i-let-claude-analyze-every-sec-filing-automatically-hyx75nbt8 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: I Let Claude Analyze Every SEC Filing Automatically | daily.dev og:description: A practical walkthrough of automating SEC filing analysis by combining structured financial data from the EODHD API with Claude's reasoning capabilities.... og:url: https://daily.dev/posts/i-let-claude-analyze-every-sec-filing-automatically-hyx75nbt8 og:image: https://api.daily.dev/og/posts/hYx75nbT8.png og:image:alt: I Let Claude Analyze Every SEC Filing Automatically og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # I Let Claude Analyze Every SEC Filing Automatically **[Medium](https://daily.dev/sources/medium_js)** · 7 min read · 0 upvotes · 0 comments ## Summary A practical walkthrough of automating SEC filing analysis by combining structured financial data from the EODHD API with Claude's reasoning capabilities. Instead of parsing raw 10-K text, the approach fetches pre-structured fundamentals, insider transactions (Form 4), and earnings trends as JSON, then passes them to Claude to cross-reference and surface actionable signals like insider buying clusters or balance sheet shifts. Includes working Python code and suggestions for extending the pipeline into watchlist scanners or Slack bots. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Questions this post answers ### How can I use Claude to analyze SEC filings without parsing the raw 10-K text? Pull structured data instead of parsing filing text: fetch fundamentals, insider transactions, and earnings trends from an API like EODHD as JSON, then pass that JSON to Claude in a single prompt asking it to cross-reference insider buying/selling clusters, balance sheet changes, and earnings estimate revisions to produce a bullish, neutral, or bearish signal. _See how developers wire structured financial APIs into Claude-based research pipelines on daily.dev._ ### Does EODHD provide full text of SEC 10-K or 8-K filings? No, EODHD does not provide raw SEC filing text extraction. It only offers structured data derived from filings, including fundamentals from financial statements, Form 4 insider transactions, and earnings trend estimate revisions; full-text search of filings requires a separate dedicated SEC filings API. _Developers comparing fintech data APIs can track these distinctions on daily.dev._ ### What kind of stock signal can an LLM generate from structured insider trading and balance sheet data? Combining insider transaction clusters with balance sheet and earnings trend data lets a model like Claude flag divergences, such as four executives selling shares in 30 days alongside an 8% quarter-over-quarter drop in cash with flat debt, producing a neutral-to-slightly-bearish signal without reading any filing text directly. _Follow practical AI-plus-structured-data workflows for fintech research on daily.dev._ ## Similar posts on daily.dev - [How to Analyze Insider Transactions with Python: A CEO Buying Case Study](https://daily.dev/posts/how-to-analyze-insider-transactions-with-python-a-ceo-buying-case-study-x6xdahxf3) · freeCodeCamp · 1 upvotes · 0 comments - [Here's What I Got Out of Claude Code Insights](https://daily.dev/posts/here-s-what-i-got-out-of-claude-code-insights-zetg9qawr) · Atomic Spin · 0 upvotes · 0 comments --- Tags: [#python](https://daily.dev/tags/python), [#fintech](https://daily.dev/tags/fintech), [#claude](https://daily.dev/tags/claude) [View this post on daily.dev](https://daily.dev/posts/i-let-claude-analyze-every-sec-filing-automatically-hyx75nbt8) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"I Let Claude Analyze Every SEC Filing Automatically","url":"https://daily.dev/posts/i-let-claude-analyze-every-sec-filing-automatically-hyx75nbt8","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/i-let-claude-analyze-every-sec-filing-automatically-hyx75nbt8"},"datePublished":"2026-07-23T09:10:32.097Z","dateModified":"2026-09-14T09:05:16.476Z","description":"A practical walkthrough of automating SEC filing analysis by combining structured financial data from the EODHD API with Claude's reasoning capabilities....","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/e85c4d394b365d5c56db9859fcc8968f?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/e85c4d394b365d5c56db9859fcc8968f?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"Medium","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Medium","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/medium","url":"https://daily.dev/sources/medium_js"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/i-let-claude-analyze-every-sec-filing-automatically-hyx75nbt8","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"python,fintech,claude","timeRequired":"PT7M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Medium","item":"https://daily.dev/sources/medium_js"},{"@type":"ListItem","position":3,"name":"I Let Claude Analyze Every SEC Filing Automatically"}]} {"@context":"https://schema.org","@type":"FAQPage","@id":"https://daily.dev/posts/i-let-claude-analyze-every-sec-filing-automatically-hyx75nbt8#faq","mainEntity":[{"@type":"Question","name":"How can I use Claude to analyze SEC filings without parsing the raw 10-K text?","acceptedAnswer":{"@type":"Answer","text":"Pull structured data instead of parsing filing text: fetch fundamentals, insider transactions, and earnings trends from an API like EODHD as JSON, then pass that JSON to Claude in a single prompt asking it to cross-reference insider buying/selling clusters, balance sheet changes, and earnings estimate revisions to produce a bullish, neutral, or bearish signal. 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