Ground truth
Not enough data yet — run the pipeline a few times over several days to populate a baseline.
@yosephgratika
🏢 Founder of Zipang - BPO since 2019 Built and scaled AI data pipelines from sourcing to QA Sharing what I learn building AI-native ops at scale
0 active · 6 proposed
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Reach rate
166.5%
baseline: —
Median views per post ÷ follower count. The fraction of followers the algo is showing each post to.
n = 18 posts
Reply rate per view
0.6%
baseline: —
Total replies ÷ total views. The strongest conversation signal the algorithm scores you on.
n = 18 posts
Reply : like ratio
49.8%
baseline: —
Replies ÷ likes. 18%+ is strong. The algo rewards conversation over passive approval.
n = 18 posts
Zero-reply posts
16.7%
Share of posts that got zero replies. High = the algo is training a low-quality prior on your account.
Top-decile reach multiple
14.2×
baseline: —
Views at the 90th percentile ÷ median views. How far your breakouts travel above your baseline.
n = 18 posts
Follower velocity
—
baseline: —
Follower gain per day, 7-day rolling average. Net growth from the account snapshots.
n = 18 posts
Recent runs
| # | started | status | queries |
|---|---|---|---|
| 3 | 2026-04-22 19:39 | complete | 5 |
| 2 | 2026-04-22 19:16 | complete | 0 |
| 1 | 2026-04-22 19:15 | complete | 0 |