Reddit extraction / 2026

How to scrape data from Reddit in 2026

Reddit pages mix post content with voting controls, navigation, recommendations, and long comment trees. A normalized extraction is useful when the goal is the public post or a compact community feed rather than a complete discussion archive.

Quick answer

Use the public page URL you already have.

Send the ordinary public Reddit URL to extractor.sh. Choose JSON for stable fields or Markdown when an AI model will read the result directly. The API uses GET, so an identical successful request can be served from Cloudflare’s edge cache.

curl --get 'https://extractor.sh/api/extract' \
  --data-urlencode 'url=https://www.reddit.com/r/CloudFlare/' \
  --data-urlencode 'format=json'

Available data

What you can extract

Public post titles and bodies
Public subreddit and community feeds
Public user profile feeds
Authors, timestamps, and canonical URLs when available

AI workflows

Where normalized data helps

Topic and community research
AI trend analysis
Public feedback summarization
Source-linked RAG collections

AI-ready output

Markdown for models. JSON for systems.

Raw HTML consumes tokens on navigation, scripts, styling, and interface labels. Clean Markdown keeps the readable hierarchy for LLM prompts and RAG chunks. Normalized JSON is better when your application needs an explicit semantic type, source, author, publication date, media, attributes, and collection items.

Always retain the canonical URL from the response. AI-generated summaries should remain traceable to the public source, especially when the underlying page can change.

Boundaries

Public data only

Private and quarantined communities are unsupported.
Complete comment trees are not included.
Deleted or restricted posts cannot be recovered.

extractor.sh does not bypass CAPTCHAs, login walls, paywalls, access controls, or regional restrictions. Review the source’s terms and applicable law before collecting or reusing data.