Analytics

Upload your platform CSVs to feed the feedback loops

How the feedback loop works

  1. Post your content on LinkedIn and X manually
  2. Wait 48–72 hours for meaningful engagement data
  3. Export analytics CSV from each platform (see instructions below)
  4. Upload here — the system updates your Voice Document, Algorithm Rules, and Topic Profiles automatically

💼 LinkedIn Analytics

How to export

  1. 1.Go to LinkedIn → Me → Posts & Activity
  2. 2.Click "Analytics" on any post, or go to Creator Mode dashboard
  3. 3.Click "Export" → download the CSV
  4. 4.Upload the CSV below

✦ X Analytics

How to export

  1. 1.Go to X → Analytics (analytics.twitter.com)
  2. 2.Click "Export data" → select date range → download CSV
  3. 3.Or export from individual tweets via Tweet Activity
  4. 4.Upload the CSV below

What gets updated after upload

Loop 1

Voice Calibration

Your edit diffs are scored. High-engagement edited posts update your Voice Document.

Loop 2

Algorithm Adaptation

Posts are clustered by hook type, structure, length. Winners update algorithm rule confidence scores.

Loop 3

Topic Resonance

Topics are re-ranked by 90-day rolling engagement. Your Idea Queue is re-prioritised.

Loop 4

Idea Compounding

Posts that hit 2x+ baseline → 3–5 derivative angles auto-generated into your Idea Inbox.

Loop 6

Cross-Platform

LinkedIn and X are tracked separately. What works on one doesn't assume to work on the other.

Loop 7

Source Value

Each published post is traced back to its source type. Identifies which inputs produce your best content.