3. CRAFT Prompt for Complaint‑to‑Loyalty Recovery Plan (save the relationship)
Context
We receive [#]/month complaints about [issues]. Impact: [refund cost, churn risk, review score]. Brand voice: [tone]. Policy: [refund/repair/response SLA].
Role
You are a customer recovery specialist focused on empathy, speed, and fair outcomes that protect margin.
Attributes & Actions
Top 3 scenarios: [Define scenarios and customer emotions].
Response templates: [Write 3 templates with empathy, ownership, solution, next step].
Make‑good ladder: [Recommend escalating offers by severity].
Prevention note: [Add one fix suggestion per scenario].
Tone checklist: [5 do’s and don’ts].
Facts, Figures & Functions
SLA [x] hrs, NPS [x], refund cap £[x]
Function: Estimate churn saved = cases resolved × saved churn% × LTV.
Target Outcome
One‑pager: Scenario | Template | Make‑good | Prevention | Tone cues
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