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Reddit Scraper: Subreddits, Search, B2B Leads & AI/RAG API

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Fast 256MB Reddit Scraper & B2B Buyer Intent Lead Finder. Extract subreddit posts, keyword searches, top comments, buyer-intent scores ('looking for alternative to...'), emails, links & AI/RAG Markdown. Zero proxies or API keys needed.

Pricing

from $6.00 / 1,000 extracted reddit post + b2b buyer intent & ai/rag records

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3 days ago

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Reddit Scraper: Subreddits, Search, Comments, B2B Buyer Intent & AI/RAG API

Extract Reddit posts, subreddit feeds, keyword search results, top community comments, B2B buyer-intent signals (buyerIntentScore), external URLs, emails, and clean AI/RAG Markdown in seconds — engineered to run in 256MB RAM with zero residential proxies or Reddit API keys required.

Why Choose This Reddit Scraper?

Zero-Proxy, Zero-API-Key Architecture: Uses a 3-tier resilient pipeline combining indexed Reddit archival mirrors (ArcticShift), primary-key hydration (/api/posts/ids), and RSS search discovery so runs never fail with 403 Blocked on cloud datacenter IPs.
Built-In B2B Buyer-Intent Scoring (0–100): Automatically scores every Reddit thread for B2B buying intent ("looking for an alternative to...", "what tool do you recommend for...", "how do you automate...", "switching from...") and classifies threads into HIGH_INTENT, MEDIUM_INTENT, or INFORMATIONAL.
AI & Vector RAG Ready (ragMarkdown): Formats the post title, subreddit context, author metadata, post body, and top community comments into clean Markdown ready for OpenAI, Claude, LangChain, LlamaIndex, and Pinecone.
Lead & Link Extraction: Automatically extracts all external SaaS/website URLs (externalLinks) and email addresses (extractedEmails) mentioned in posts and comments.

Input Parameters

Field	Type	Default	Description
`subreddits`	`array`	`["SaaS", "Entrepreneur"]`	Subreddit names (`SaaS`, `r/startups`) or subreddit URLs.
`searchQueries`	`array`	`["AI automation"]`	Keywords or buyer-intent phrases to search across Reddit.
`sort`	`string`	`"hot"`	Sort order (`hot`, `new`, `top`, `rising`, `relevance`, `comments`).
`maxPostsPerSource`	`integer`	`15`	Maximum posts to return per subreddit or search query.
`includeComments`	`boolean`	`true`	Include top community comments per post.
`maxCommentsPerPost`	`integer`	`5`	Max top comments to attach per post.
`onlyBuyerIntent`	`boolean`	`false`	Only return posts with `buyerIntentScore >= 25`.

Output Example

{
  "postId": "1xcg1hy",
  "subreddit": "SaaS",
  "title": "Looking for a lightweight B2B lead enrichment alternative to Clay?",
  "author": "saas_founder_99",
  "score": 42,
  "numComments": 19,
  "upvoteRatio": 0.94,
  "buyerIntentScore": 85,
  "buyerIntentTier": "HIGH_INTENT",
  "intentSignals": ["looking for", "alternative to", "lead"],
  "createdAtIso": "2026-10-21T18:22:10+00:00",
  "url": "https://www.reddit.com/r/SaaS/comments/1xcg1hy/...",
  "externalLinks": [],
  "extractedEmails": [],
  "selfText": "We are currently spending $800/mo on Clay and looking for a faster API...",
  "topComments": [
    {
      "author": "growth_eng",
      "score": 14,
      "body": "Check out automated Apify + n8n pipelines..."
    }
  ],
  "ragMarkdown": "# Looking for a lightweight B2B lead enrichment alternative to Clay?\n**Subreddit:** r/SaaS | **Author:** u/saas_founder_99 | **Score:** 42 | **Buyer Intent:** 85/100 (HIGH_INTENT)\n...",
  "engineUsed": "arcticshift-mirror",
  "billable": true
}

Community & 24/7 Support

Join the Loujess Substrate engineering community for n8n templates, Claude MCP configs, and live signal feeds: https://discord.gg/YPwHmPMEQ

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