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Dynamic auto replies with response time based on live backlog

  • February 3, 2026
  • 0 replies
  • 63 views

Today, Intercom auto replies (Messenger and email) only support static text or expected reply times based on historical data (e.g. 7-day median first response time). There’s currently no way to adjust these messages based on real-time backlog or queue volume.

Feature request:
Allow auto replies to use dynamic variables tied to live operational data—specifically backlog size or queue depth—to communicate a more accurate estimated response time.

Example use case:
If backlog is low → “We typically reply within ~1 hour.”
If backlog is high → “We’re experiencing higher volume and expect to reply within ~24 hours.”

Why this matters:

  • Sets clearer expectations during traffic spikes

  • Reduces follow-up messages like “Are you there?”

  • Improves customer trust and transparency

  • Helps teams avoid manually updating auto replies during busy periods

Suggested implementation ideas (flexible):

  • Variables such as {{estimated_reply_time}} driven by backlog thresholds

  • Rules like “If open conversations > X, show Y response time”

  • Availability in both Messenger and email auto replies

This would significantly improve expectation-setting compared to static messages or historical averages that don’t reflect real-time conditions.