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Find what people say about anything across Reddit. Type a query, get real verified quotes with sources. AI-powered, no fabrication. Karmacrawl is the Reddit research extension built like a notebook, not a scraper. WHAT IT DOES ───────────────────────────────── 📋 Save any Reddit thread as a Markdown research notebook Paste straight into Notion, Obsidian, Roam, or any markdown editor. Every comment is formatted as a verbatim quote with the author, score, timestamp, and a one-click link back to the source. 📚 Capture subreddit digests Pull the top, hot, or new posts from any subreddit into a clean Markdown digest. Pick how many posts (10/25/50/100). 🔄 Since-last-visit diffs (no other Reddit tool does this) Re-extract a thread you've seen before? Karmacrawl shows you what changed since your last capture — new top-level comments, score deltas, total comment delta. Perfect for following active discussions. 🔗 Bulk link extraction Every URL mentioned in a thread, deduplicated by domain, with mention counts. Open the ones you care about in one click. 🔎 AI Discovery mode (optional, BYO Anthropic key) "Find me what people say about cast iron skillet brands across Reddit" → Karmacrawl auto-discovers relevant subreddits, harvests comments, and extracts verified verbatim quotes that actually match your query. Every quote links to its real Reddit comment. AI never fabricates. 💎 Anti-fabrication discipline Karmacrawl's anti-hallucination layer is the moat. Quotes must appear verbatim in the source comment — fabrications are auto-dropped before they reach you. Per-quote confidence scores. Empty results stay empty (never invented). Spot-check button highlights 5 random quotes for verification. 🌐 Web supplement (optional) Search beyond Reddit. Karmacrawl pulls supplementary verified quotes from blogs, Hacker News, niche forums — using Jina Reader (free) and your Anthropic key. 📊 Decision matrices for comparison queries Asked "X vs Y" or "best X"? Karmacrawl builds a comparison table — options × criteria, with a Reddit permalink verifying each cell. PRICING ───────────────────────────────── FREE forever: • Thread mode (Markdown export, change-tracking, link extraction) • Subreddit mode (Markdown digest export) • History with re-display OPTIONAL (with your own Anthropic API key): • AI Discovery with verified quotes (~$0.10-0.50 per query) • AI Summary Reports • Decision Matrices • Web Supplement • Counter-argument surfacing • Deep Dive coverage You bring your own Anthropic API key. Karmacrawl never sees it — it's stored locally in your browser. You pay Anthropic directly for AI usage. Karmacrawl charges you nothing. WHY KARMACRAWL ───────────────────────────────── Built on lessons from a Claude Code skill pack: scraping discipline, anti-hallucination patterns, and cost-optimization techniques baked in. Most other Reddit tools either: • Give you flat CSV dumps you have to manually clean up • Use AI but silently hallucinate when sources are thin • Charge you per-credit with opaque, surprise billing Karmacrawl: • Exports as research-grade Markdown straight into Notion/Obsidian • Verifies every AI-extracted quote against the source comment (drops fakes) • Shows estimated cost upfront, tracks actual spend per query • No subscriptions, no credit packs, no billing surprises WHO IT'S FOR ───────────────────────────────── • Researchers harvesting Reddit discussions for qualitative analysis • Marketers monitoring brand mentions and sentiment • Founders doing customer-discovery on Reddit • Writers / journalists building stories from real online discussions • Indie operators making decisions backed by what real people say PRIVACY ───────────────────────────────── 100% local. No backend. No analytics. No tracking. Everything stays in your browser. Read the full privacy policy at the URL below: https://businesshacksforgum.notion.site/Karmacrawl-Privacy-Policy-35d221bf115b803d897edbe9d98f14f2?source=copy_link