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Reddit Scraper — Posts, Comments, Search & AI Answers (No API Key)

The most reliable Reddit API alternative on Apify. Scrape any Reddit post, comment, subreddit, or search result without the official Reddit API. No developer account. No login. No rate limits. Built for AI training datasets, brand monitoring, market research, SEO, lead generation, OSINT, and academic research.

If you've been hit by Reddit API pricing, banned PRAW, or 429 rate-limit errors — this is the drop-in replacement. AI-ready JSON output. Bulk scraping at scale. Browser-grade anti-detection.

Why use this Reddit scraper

What you can do with it

6 actions in 1 actor

1. Scrape a subreddit — posts, metadata, media URLs, optional full comment trees
2. Search Reddit for keywords — global search or scoped to a subreddit
3. Search comments — find every comment matching your keyword
4. Find subreddits by topic — discover where your audience hangs out
5. Fetch any single post by URL — for dataset enrichment or verification
6. Reddit AI Answers — query Reddit's built-in AI engine for synthesized answers

Use cases

Reddit Data for AI Training — Bulk export Reddit discussions for fine-tuning LLMs, building classifiers, RAG pipelines, sentiment models. Structured JSON output plugs straight into your data pipeline.

Brand Monitoring on Reddit — Track every mention of your brand, product, or competitor across all subreddits in real time. Daily/weekly sweeps with delta detection.

Market Research & Sentiment Analysis — Pull thousands of posts from r/wallstreetbets, r/cryptocurrency, r/SaaS, r/Entrepreneur, r/buildapc, or any niche. AI-ready output for NLP processing.

SEO & Content Marketing — Reddit dominates Google SERPs. Find which threads rank for your target keywords and what people are actually saying. Mine title patterns and pain points for content ideas.

Lead Generation — Find users actively asking questions your product solves. Cross-reference with LinkedIn Profile Scraper to enrich Reddit usernames into B2B contacts.

Reddit OSINT — Investigative research on usernames, post histories, deleted-content recovery (PullPush fallback), subreddit moderation patterns.

Academic / Social Science Research — Structured data collection for computational social science, communication studies, NLP papers. Reddit OSINT-grade output with full thread context.

Competitor Intelligence — Track what users say about competitors on r/SaaS, product subreddits, and review threads. Identify pain points your product can solve.

PRAW / Snoowrap / Pushshift Replacement — If your Reddit pipeline broke after the 2023 API changes, this is your migration target. Same data, no auth, no rate limits.

Sample output

Post with comments

{
"post_id":"1abc123",
"permalink":"/r/technology/comments/1abc123/title/",
"subreddit_name":"technology",
"author_name":"user123",
"title":"Example post title",
"body":"Full post body text...",
"media":["https://i.redd.it/image.jpg"],
"num_comments":42,
"num_upvotes":1500,
"post_timestamp":"2026-04-01T12:00:00Z",
"comments":[
{
"author_name":"commenter1",
"body":"Top-level comment",
"media":[],
"parent_id":"t3_1abc123"
}
]
}

Reddit AI Answer

{
"markdown":"## Full AI-generated answer in markdown...",
"follow_ups":["Related question 1","Related question 2"],
"source_posts":["post_id_1","post_id_2"],
"source_subreddits":["subreddit1","subreddit2"]
}

Action examples

{
"action":"scrape_subreddit",
"subreddit":"technology",
"sort":"top",
"timeFilter":"week",
"limit":100,
"includeComments":true
}

{
"action":"search_posts",
"query":"best CRM software",
"sort":"relevance",
"limit":100
}

{
"action":"search_subreddits",
"query":"machine learning",
"limit":50
}

{
"action":"reddit_answers",
"query":"What are the best tools for web scraping in 2026?"
}

How it beats the Reddit API

1. No API key, no OAuth — direct scraping; nothing to register, nothing to renew.
2. TLS fingerprinting — every request looks like a real Chrome/Firefox/Safari browser, not a bot.
3. 8 rotating browser user-agents across Windows / macOS / Linux.
4. Smart fallback chain — www.reddit.com → old.reddit.com → PullPush API as disaster recovery for deleted posts/comments.
5. Exponential backoff with jitter — never crashes on a 429.
6. Parallel comment fetching — 1–20 worker pool, configurable, with random jitter.
7. Pay-per-result — only billed for data actually returned. No subscription. No minimum.

Pricing

You only pay for results delivered. No monthly subscription, no minimum, no API credits to burn.

FAQ

Do I need a Reddit account or developer key? No. This scraper does not use the Reddit API at all. No login, no OAuth, no developer registration.

Is this a PRAW or Pushshift alternative? Yes. If your pipeline broke after Reddit's 2023 API price changes or after Pushshift was discontinued, this is the drop-in replacement. Same Reddit data, structured JSON output.

Will Reddit block me? The scraper uses TLS fingerprinting, rotating user-agents, residential-proxy support, and an automatic fallback chain (www → old.reddit.com → PullPush). It's the most resilient Reddit scraping setup on Apify.

Can I scrape millions of posts? Yes. With residential proxies and parallel workers, the scraper handles bulk Reddit scraping at scale. Start with limit: 100 to test, then scale up.

Can I scrape deleted posts and comments? Partially — the PullPush fallback layer recovers some deleted content via the Reddit archive. Full historical recovery depends on PullPush's archive coverage.

Does it work on private subreddits? No. Private/restricted subreddits require Reddit auth, which this scraper does not use by design.

What about Reddit's AI Answers feature? This is the only scraper on Apify with built-in Reddit AI Answers. Query Reddit's AI engine and get markdown-formatted answers with source posts and follow-up questions.

How is this different from trudax/reddit-scraper? This actor adds: TLS fingerprinting, Reddit AI Answers, parallel comment fetching, smart fallback chain, subreddit discovery by keyword, and 6 actions in one actor (vs. single-action competitors).

Is web scraping Reddit legal? Public Reddit data is publicly accessible. The scraper does not bypass authentication or access private data. Always comply with Reddit's terms and your local data-protection laws when using the data.

Tips for best results

• Use residential proxies for reliable scraping at scale — select "Residential" in the proxy configuration
• Start small (limit: 10–50) to test, then scale up
• Set includeComments: false for faster, cheaper runs when you only need post metadata
• Use sort: "top" with timeFilter: "week" for the most popular recent content
• For AI Answers, ask natural-language questions like you would on Google
• Combine with the LinkedIn Profile Scraper to enrich Reddit usernames into B2B contacts

⭐ If this saved you from the Reddit API mess, please leave a review. Reviews help the actor reach more users who are stuck migrating off PRAW/Pushshift.