Content Aggregation
Collect articles, news, and content from multiple sources
Last updated Mar 2, 2026
Aggregate content from multiple webpages into normalized outputs for news aggregation, research feeds, internal dashboards, and content pipelines.
Common sources
- Blogs and news archives
- Company update pages
- Release notes/changelog pages
- Documentation announcement pages
What to extract
- Article list entries: title, URL, excerpt, publish date, author
- Full article content (main body + headings)
- Tags/categories
- Media: featured image URL, embeds (if needed)
- Canonical URL + source attribution
Implementation notes
- Two-stage approach: scrape index pages → collect article URLs → scrape article pages.
- Normalize into a single schema across sources.
- Use content hashing to detect updates without storing huge diffs.