Intercom Metric
Customer Support
CSAT = Positive Ratings / Total Ratings × 100
Customer Satisfaction Score (CSAT) measures the percentage of customers who rate their support experience positively after an Intercom conversation. It is the most widely used indicator of support quality and directly reflects whether agents are meeting customer expectations.
Full guide: definition, formula, and benchmarksIntercomCustomer SupportCustomer Satisfaction Score
Customer Satisfaction Score (CSAT) measures the percentage of customers who rate their support experience positively after an Intercom conversation. It is the most widely used indicator of support quality and directly reflects whether agents are meeting customer expectations.
How to calculate customer satisfaction score
Why customer satisfaction score matters for Intercom users
CSAT is the voice of the customer distilled into a single number. Declining CSAT is an early warning of process failures, training gaps, or staffing shortfalls that will eventually manifest as churn if left unaddressed.
For Intercom teams, segmenting CSAT by agent, team, topic, and channel reveals where quality is strong and where it needs attention. It transforms a blunt aggregate number into an actionable diagnostic tool for targeted improvement.
Understand and act on customer satisfaction score with KPI Tree
Sync CSAT survey responses from Intercom into your warehouse and model the score in KPI Tree. Place it at the top of your support quality tree with agent performance, resolution time, and first response time as contributing metrics.
Assign RACI ownership to the support manager and set threshold alerts when CSAT drops below target, triggering root-cause analysis by segment.
Get started with your Intercom data
MCPPull metrics from Intercom directly through the Model Context Protocol.
Connect your existing warehouse where Intercom data already lands.
Our professional services team can build you turn-key AI foundations in a matter of weeks. Data warehouse on Snowflake/BigQuery, ELT with Fivetran, all modelled in dbt with a semantic layer.
Related Intercom metrics
Customer Effort Score
Customer SupportMetric Definition
CES = Sum of Effort Ratings / Total Responses
Customer Effort Score (CES) measures how much effort a customer must expend to get their issue resolved through Intercom. It is typically captured via a post-conversation survey asking customers to rate the ease of their experience. Lower effort strongly correlates with higher retention and loyalty.
Agent Performance Analysis
Customer SupportMetric Definition
Agent Performance Analysis evaluates individual support agents across multiple dimensions including response time, resolution rate, customer satisfaction scores, and conversation volume handled. It provides a balanced scorecard that avoids over-indexing on speed at the expense of quality.
First Response Time
Customer SupportMetric Definition
First Response Time = First Agent Reply Timestamp − Conversation Created Timestamp
First Response Time (FRT) measures the elapsed time from when a customer initiates a conversation to when they receive the first human reply from a support agent. It is one of the most impactful support metrics because speed of initial acknowledgement strongly influences customer perception of the entire interaction.
Average Resolution Time
Customer SupportMetric Definition
Resolution Time = Conversation Resolved Timestamp − Conversation Created Timestamp
Resolution Time measures the total elapsed time from when a customer opens a conversation in Intercom to when it is marked as resolved. It encompasses first response time, back-and-forth exchanges, internal investigation, and any waiting periods. It is a primary indicator of support efficiency and customer experience.
Explore customer satisfaction score across integrations
All Intercom metrics
Agent Performance AnalysisAgent Utilisation RateArticle Effectiveness ScoreCompany Support TrendsConversation Abandonment RateConversation Channel AnalysisConversation Funnel AnalysisConversation Resolution RateConversation VolumeCustomer Effort ScoreCustomer Journey Support AnalysisCustomer Segment Support AnalysisFirst Response TimeHelp Centre Article ViewsMessage Sentiment AnalysisPeak Support Hours AnalysisProactive Support EffectivenessRepeat Contact RateAverage Resolution TimeSelf-Service Success RateSupport Cost per ConversationSupport Ticket Escalation RateTag Usage AnalysisTeam Workload DistributionEmpower your team to understand and act on Intercom data
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