Data Update Cadence
Timestamps
Profile Timestamps
updated_at: When the profile data was last refreshed in our systemlast_active_at: When the creator last posted content (if known)
Audience Analysis Timestamp
meta.last_updated_at: When the audience analysis was last generated
Recommended Cache TTLs
Best Practices
- Cache profiles for 24 hours: Profile data typically updates daily
- Cache analysis/audience aggressively: This data is regenerated infrequently (typically monthly)
- Don’t cache content lists: New content is added in real-time
- Check
last_updated_at: For audience data, cache until this timestamp changes - Refresh on demand: Only re-fetch when needed, not on every request

