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Raya - Customer Service

Raya Analytics

Understand Raya's performance dashboard: conversation metrics, resolution rates, escalation trends, and how to use data to improve her answers.

4 min readUpdated 2026-02-01

Available Metrics

Raya's analytics dashboard gives you a real-time view of customer service performance across all connected channels.

MetricWhat It Shows
Total Conversations by ChannelConversation volume broken down by chat, email, WhatsApp, social, and phone
First Response TimeAverage time from customer message to Raya's first reply
Average Resolution TimeAverage time from first message to conversation marked resolved
Deflection RatePercentage of conversations Raya resolved without human involvement
Escalation Count & Rate by TopicHow many conversations were escalated and which topics triggered them
Sentiment TrendsCustomer sentiment (positive, neutral, negative) over time
Recurring IssuesMost frequently asked questions and common support topics
Peak Volume HoursTimes of day and days of week with highest conversation volume

Using Analytics to Improve

Data from Raya's dashboard is most valuable when you act on it. Here are three high-impact actions you can take based on analytics.

  1. 1

    Identify knowledge gaps

    Check "Recurring Issues" for topics where Raya escalates frequently. If she escalates the same topic repeatedly, it means your knowledge base is missing content for that topic. Add the missing information and watch the escalation rate drop.

  2. 2

    Refine escalation rules

    Review "Escalation Count by Topic" to spot rules that trigger too often or too rarely. Adjust topic lists and priorities to match your team's actual workflow. A high escalation rate on a topic Raya should handle indicates the knowledge base needs updating, not more escalation rules.

  3. 3

    Optimize response times

    Use "Peak Volume Hours" to understand when your customers need help most. If Raya's average resolution time increases during peak hours, consider adding more knowledge base content for high-volume topics or adjusting auto-reply settings to handle spikes.

Frequently Asked Questions

Can I export Raya's analytics data?
Yes. The analytics dashboard includes an export option for CSV and JSON formats. You can export data for any date range and filter by channel, topic, or sentiment.
How often is analytics data refreshed?
Analytics data updates in real time. Conversation counts, response times, and sentiment scores reflect the latest data within seconds.
Does Raya's analytics include conversations from all channels?
Yes. The dashboard aggregates conversations from chat, email, WhatsApp, Instagram, Facebook, Slack, and phone. You can filter by individual channel or view all channels together.

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