Social media & communities
Social platforms live on their feeds. Ranking has to balance relevance, freshness, creator fairness and diversity, and every change affects millions of sessions. vecsai gives you the engine and a way to test it safely.
The challenge
- Huge volumes of fresh content every minute
- New creators who never get an audience
- Echo chambers and repetitive feeds
- Ranking changes that are risky to test live
What vecsai puts in place
- Personal feed ranking
Rank posts, videos and stories for each user in real time. - People and community suggestions
Suggest accounts, groups and topics from interests and interactions. - Content discovery search
Search posts, hashtags and creators by meaning, not only by exact words.
Test it first with vecsai Sim
Simulate a feed ranking change and measure its effect on engagement, creator exposure and content diversity before any real user sees it.
About vecsai SimProducts
Products for Social media & communities
See vecsai on your own catalogue
Tell us about your platform and we will show you search, recommendations and simulation running on your data.