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Post Stats ​

Endpoint ​

GET /api/v1/analytics/posts/:id

Returns the latest post_stats snapshot per channel for the given post — plus historical snapshots if the platform's fetched_at series has multiple entries.

Schema ​

The post_stats collection is the canonical engagement store. Per-snapshot fields:

typescript
{
  post_id: ObjectId,            // → Posts
  account_id: ObjectId,          // → Accounts (channel)
  social_network: string,        // "x", "instagram", ...
  post_social_id: string,        // platform-side post id
  status: number,
  impressions: number,
  likes: number,
  comments: number,
  shares: number,
  reach: number,
  engagement_rate: number,
  fetched_at: Date,
  message?: string,              // platform error if status indicates failure
  // category, type, module, labels, campaign — copied from the parent post
}

Indexes { post_id: 1, fetched_at: -1 } and { account_id: 1, fetched_at: -1 } keep both per-post and per-channel timelines fast.

Sync cadence ​

The publishing flow writes a snapshot the moment a post is sent. A scheduled stats-refresh job re-fetches each public post over the next 24 hours so engagement settles into a final value. Cadence varies per platform — quotas and rate limits dictate how often Sosyabot can poll.

Engagement rate ​

engagement_rate is computed at write time as a percentage of reach (or impressions if reach isn't returned by the platform). Use it as the primary normalised KPI when comparing channels with different audience sizes.

Engagement

Best Posting Time

Composer Overview