A reopened conversation is strong evidence something went wrong — but it's a narrower signal than most teams treat it as. Here's what reopens catch, what they miss, and how to read them in Intercom.
Repeat contact rate measures how often customers come back about the same problem, not just how often they contact support again. Here's the formula, the window problem, and how to avoid counting false positives.
Seven Intercom reporting gaps: Slack delivery, survey coverage, plan-gated quality tools, agent summaries, and operational escalation workflows.
Published · Updated · Tahnee Saunders
Metrics & MeasurementBuild an Intercom CSAT report with response rate, teammate and Fin breakdowns, weekly review steps, and Slack delivery options.
Published · Updated · Tahnee Saunders
Metrics & MeasurementMeasure Fin with resolution rate, Surveyed CSAT, handoff quality, and repeat contact. Compare Fin and teammates without blending unlike work.
Published · Updated · Tahnee Saunders
Metrics & MeasurementWhat is a good CSAT score in Intercom? See practical CSAT benchmarks for support teams, human agents and AI support, plus how to improve yours.
Average CSAT hides response rate, sample size, distribution, segment differences, volatility, and unrated conversations. Learn what to show beside it.
Build a balanced support dashboard with volume, responsiveness, resolution, surveyed CSAT, response rate, satisfaction coverage, QA, and DSAT.
What every metric in Intercom's dashboards actually measures, which ones are missing or plan-gated, and where the reporting leaves blind spots.
Published · Updated · Tahnee Saunders
Metrics & MeasurementNPS is a single-question survey that measures advocacy potential - whether customers trust your product enough to recommend it to others.
A practical guide to calibrating AI-predicted CSAT using customer ratings, error analysis, subgroup checks, confidence thresholds, and human review.
Learn how surveyed ratings and AI-predicted CSAT work together to create a satisfaction signal for every eligible support conversation.
Most customers never complete a CSAT survey. Learn how nonresponse and positivity bias affect support reporting, and how predicted CSAT fills the gap.
Fourteen customer service metrics exist on paper; most teams need five. A stage-by-stage table for what to track in Intercom, where to find each number, and how to review them every week.
Published · Updated · Tahnee Saunders
Metrics & MeasurementHow to improve customer satisfaction: a complete guide to happier customers who drive repeat purchases, referrals, and loyalty.
How to measure customer satisfaction: a complete guide that goes beyond basic surveys to capture what customers really think.
CSAT measures satisfaction with one interaction. NPS measures willingness to recommend the company. Use CSAT on the Intercom queue and NPS on a slower relationship cadence — not as substitutes.
Published · Updated · Nelson Joyce
Metrics & Measurement