All case studies

BFCM CX Surge Coverage & Macros

A coverage grid, tuned macros, and promo QA variants stabilized CX during peak season-cutting response times and lifting CSAT.

Retail & eCommerceStaffing (Pod)Start an RFP

Context

  • DTC brand with rapid Q4 growth; marketing drove 4-7x message volume spikes.
  • Mixed macros and stale knowledge increased handle time and DSAT during promos.
  • Coverage windows misaligned to arrival curves; limited surge buffer.

Approach

  • Coverage grid sized to forecast error; surge buffers with notice terms.
  • Macro/knowledge refresh and promo playbooks; variant QA defect classes.
  • Channel routing: chat-first for presales, email for post-order exceptions.
  • Daily calibration during peak; WBR dashboards for response/resolve.

Promo Playbooks

  • Promo macro pack (shipping cutoffs, promos, returns window, bundle rules).
  • Exception handling trees for WISMO/WISMR, address changes, split shipments.
  • CS social care guidelines and escalation matrix.
  • Post-peak unwind: backlog burn-down lanes and aged-message priorities.

Measured Results

  • First response < 10m for chat/email during BFCM window.
  • Voice ASA < 60s with callback suppression for known issues.
  • CSAT +8 pts; DSAT drivers reduced (policy clarity, speed).
  • Agent ramp time via refreshed macros and examples.

Lessons Learned

  • Promo-specific defect classes make QA actionable.
  • Forecast error bands are essential to sizing surge buffers.
  • Macro examples (good/better/best) reduce variability quickly.
  • Unwind playbook prevents long-tail backlog drag.

Make peaks predictable

Get a coverage grid, macro pack, and QA plan tuned for your promos.