SatisfAI

GUIDE

The CSAT playbook for AI-powered surveys

A 12-page playbook covering question design, cadence, scoring, and how to act on voice signals.

The CSAT playbook

Question design

Open with one quantitative anchor, then one open question. Avoid double-barrels.

Cadence

Quarterly for relationship measurement, weekly rotating cohort for trend detection.

Acting on signals

Every low CSAT call should produce a CSM task within 4 hours.

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