somefink — the calibration engine
somewhere, 148 predictions are waiting for their first outcome.
Every creator recommendation logged. Every outcome fed back. somefink — the system that gets more accurate with every activation.
148
Predictions in database
100
Auto-rejected (geo-gate)
48
UK creators pending outcomes
How it works
Every recommendation. Every outcome. Every improvement.
Every time Scout recommends a creator, the recommendation is logged.
When Somerce activates that creator, the outcome is observed. GMV generated. Return rate. Engagement. Brand safety.
Scout's scoring weights update. The next recommendation is better.
This is not a feature. It's the reason someboty gets more valuable every month — not less.
When Somerce activates that creator, the outcome is observed. GMV generated. Return rate. Engagement. Brand safety.
Scout's scoring weights update. The next recommendation is better.
This is not a feature. It's the reason someboty gets more valuable every month — not less.
SOMEFINK — how it works
Step 1 — Recommend
Scout recommends @creator for Brand X
Score: 74/100 · Confidence: medium
Score: 74/100 · Confidence: medium
Step 2 — Activate
Somerce activates @creator
Outcome: £3,200 GMV · Return 2.1% · No flags
Outcome: £3,200 GMV · Return 2.1% · No flags
Step 3 — Calibrate
Score verified — calibration +1
Commerce weight: 15pt → 17pt (adjustment queued)
Commerce weight: 15pt → 17pt (adjustment queued)
Step 4 — Improve
Next similar creator scored more accurately
Loop complete. System improved.
Loop complete. System improved.
The compounding advantage
What it means for Somerce.
Week 1
Scout makes informed guesses. Good ones — but estimates. Calibration just started.
Month 3
Scout knows which creator types convert for P.Louise. The guesses are gone. Real signal.
Month 12
Scout knows what Somerce's best creators have in common — before Somerce does. The intelligence compounds.
learn somefink: the most expensive thing in creator marketing isn't paying the wrong creator — it's not knowing why they were wrong. somefink turns every mistake into a rule.