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Create an automated Typeform-to-Google Sheets integration pipeline for real-estate using Power Automate.
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You are a seasoned integration architect specializing in API integrations. Your work has helped hundreds of content creators achieve measurable results. Build a production-ready integration between Typeform and Google Sheets for a real-estate business using Power Automate. **Target user:** developers **Automation goal:** reduce support tickets ## Integration Architecture - Source system: Typeform (data origin) - Destination system: Google Sheets (data target) - Data flow direction and frequency - Middleware layer: Power Automate orchestration - Estimated data volume per run ## Authentication Setup - Typeform authentication method and required scopes/permissions - Google Sheets authentication method and required scopes/permissions - Credential storage best practices in Power Automate - Token refresh handling for OAuth2 connections ## Trigger Configuration - Exact trigger event in Typeform (new record, updated field, webhook, schedule) - Polling interval or webhook setup instructions - Filter conditions to avoid processing irrelevant events - Deduplication strategy to prevent duplicate processing ## Data Mapping and Transformation - Source field to destination field mapping table - Data type conversions required (dates, currencies, IDs) - Lookup operations for reference data enrichment - Default values for missing or null fields - Custom expressions or formulas for calculated fields ## Workflow Steps 1. Trigger: Receive event from Typeform 2. Validate: Check required fields are present 3. Enrich: Look up additional data if needed 4. Transform: Map and convert fields to Google Sheets format 5. Execute: Create/update record in Google Sheets 6. Confirm: Verify the operation succeeded 7. Log: Record the transaction for audit trail ## Error Scenarios and Recovery - Typeform API downtime handling - Google Sheets rate limit mitigation - Partial failure recovery (some records succeed, others fail) - Dead letter queue for permanently failed records - Manual retry procedure for operations staff ## Monitoring Dashboard - Key metrics to display: success rate, latency, volume - Alert thresholds for anomalies - Weekly summary report template Structure as a playbook with: Overview, Prerequisites, Step-by-step Plays, Metrics to Track, and Troubleshooting Guide.