Medallia Data Integration — Customer Experience Analytics
Connect Medallia in 5 minutes. Your AI agent extracts NPS, CSAT, CES, survey responses, and sentiment analysis across every customer touchpoint — then correlates with cross-channel insights from 1,000+ sources.






Key Takeaways What your AI agent extracts from Medallia
Your agent reads survey data, customer feedback signals, Net Promoter Score (NPS), Customer Satisfaction (CSAT), Customer Effort Score (CES), sentiment analysis, digital experience data, session interactions, and review data. It surfaces real-time customer insights, feedback patterns, journey touchpoints, and custom customer value metrics across all feedback channels.
Complete Experience Data Coverage
Improvado pulls survey data, customer feedback signals, Net Promoter Score (NPS), Customer Satisfaction (CSAT), Customer Effort Score (CES), sentiment analysis, digital experience data, session interactions, and review data from Medallia. We capture real-time customer insights, feedback patterns, journey touchpoints, and custom customer value metrics across all feedback channels.
Data objects and fields Improvado extracts from Medallia
| Object | Fields |
|---|---|
| SurveyResponses | response_id survey_id customer_id question_text answer_text sentiment_score response_date |
| NPSMetrics | account_id nps_score promoter_count detractor_count passive_count survey_date segment |
| FeedbackSignals | signal_id customer_id touchpoint sentiment feedback_text session_url created_at |
| DigitalExperience | session_id customer_id page_views interactions journey_stage experience_score |
| CustomerMetrics | customer_id csat_score ces_score nps_score feedback_count last_survey_date |
From connection to autonomous action in three steps
Connect
Connect: Authenticate with Medallia API keys in under 10 minutes. Improvado validates credentials and begins syncing survey programs, feedback channels, and historical responses.
Ask
Query: Ask your agent natural language questions like "Which customer segments have declining CSAT?" and it surfaces NPS trends, sentiment patterns, and feedback themes with session-level detail.
Act
Act: Your agent triggers surveys, routes negative feedback to service teams, updates customer records in your CRM, and syncs sentiment data across integrated platforms — all logged in audit trails.
What teams ask their AI agent about Medallia
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
What's our NPS trend for mobile app users over the last 90 days, broken down by customer segment?
Your AI agent analyzes Medallia data and delivers actionable insights — automatically, in seconds.
Compare CSAT scores from Medallia surveys with conversion rates from Google Analytics for the checkout flow.
Your AI agent analyzes Medallia data and delivers actionable insights — automatically, in seconds.
Flag all survey responses with negative sentiment from enterprise customers and create Salesforce cases.
Your AI agent analyzes Medallia data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read Medallia — it acts on customer signals.
Read
Read: Survey responses, NPS, CSAT, CES, sentiment analysis, customer feedback signals, digital experience data, session interactions, review data, and custom customer value metrics across all touchpoints.
Write
Write: Trigger survey deployments, route feedback to service teams, update customer records, flag detractors, create support cases, and sync sentiment data to CRM and marketing automation platforms.
Monitor
Monitor: Track NPS trends, CSAT changes, sentiment shifts, survey response rates, feedback volume by channel, and customer effort scores with real-time alerts for detractor spikes or experience degradation.
Claude, ChatGPT, and Cursor can trigger surveys, route feedback to service teams, update customer records, and sync sentiment data to your CRM or marketing automation platforms. Every action — from flagging detractors to enriching customer profiles — is logged with timestamps, user attribution, and approval workflows for complete governance and audit trails.
| Segment | Response Count | NPS Score |
|---|---|---|
| Enterprise Accounts | 1,247 responses | +62 |
| Mid-Market | 2,893 responses | +48 |
| SMB Active | 4,156 responses | +34 |
| Trial Users | 1,829 responses | +12 |
| Freemium | 3,672 responses | -8 |
Send Medallia data anywhere
Load normalized data to your preferred warehouse, BI tool, or cloud storage. Click any destination to see its integration guide.
They extract data. Improvado deploys an agent.
Traditional tools move data from A to B. Improvado gives you an AI agent that reads, acts, and monitors — with Medallia as one of 1,000+ integrated sources.
| Feature | Improvado | Supermetrics | Funnel.io | Fivetran |
|---|---|---|---|---|
| Data fields extracted | 200+ | ~90 | ~120 | ~80 |
| Total integrations | 1,000+ | ~150 | ~500 | ~300 |
| Cross-channel normalization (CDM) | ✓ Built-in | ✗ Manual | ● Basic mapping | ✗ Raw only |
| AI Agent access (MCP) | ✓ Read, Write, Monitor | ✗ | ✗ | ✗ |
| Data warehouse destinations | ✓ 16+ warehouses & BI tools | Sheets, Looker, BigQuery | BigQuery, Snowflake, Redshift | ✓ Broad warehouse support |
| Refresh frequency | Every 15 min | Scheduled triggers | Daily / 6hr | Every 15 min (premium) |
| SOC 2 Type II & HIPAA | ✓ | ✗ SOC 2 only | ✓ SOC 2 | ✓ |
| Best for | Teams that want an AI agent, not a pipeline | Small teams, spreadsheets | Mid-market, data teams | Engineering-led ELT pipelines |
Comparison based on publicly available documentation as of April 2026. Feature availability may vary by plan tier.
Frequently asked questions
How does Improvado connect to Medallia?
What Medallia data does Improvado pull?
How often does Medallia data refresh?
Can the AI agent write data back to Medallia?
Is Medallia data secure with Improvado?
How does Medallia connect with other platforms in Improvado?
"Improvado saves about 90 hours per week and allows us to focus on data analysis."
"Improvado's reporting tool effortlessly integrates all our marketing data so we can easily track users across their entire digital journey. This saves me and my team countless hours."
Put an AI agent on your Medallia today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.