# Confection integrations > Connect Confection's first-party data collection and identity resolution to your analytics, CRM, and ad platforms through tray.ai. **Canonical page:** https://tray.ai/connectors/confection-integrations/ **Categories:** Marketing, Databases **Documentation:** https://tray.ai/documentation/connectors/service/confection ## Overview Confection is a cookieless data collection and identity resolution platform that captures visitor behavior and contact data in a way that persists beyond browser restrictions and consent-based signal loss. Third-party cookies are going away, and marketing and data teams are already feeling it — attribution breaks, audiences thin out, personalization becomes guesswork. Confection is built to plug those gaps. Connecting it to tray.ai lets you route clean, durable first-party data to the tools that need it: your CRM, data warehouse, ad platforms, and marketing automation suites. ## Use cases ### First-Party Data Sync to CRM Confection captures visitor identity signals that standard analytics tools miss because of cookie blocking or consent opt-outs. Integrating Confection with your CRM via tray.ai lets you automatically enrich contact records with behavioral data, visit history, and identity attributes captured through Confection's cookieless methods. Your sales team gets a complete, current picture of each prospect without anyone doing it by hand. - Enrich CRM contacts with cookieless behavioral data automatically - Reduce data gaps caused by ITP, ETP, and consent opt-outs - Improve lead scoring accuracy with more complete visitor histories ### Audience Syndication to Ad Platforms Confection's identity resolution builds durable audience profiles you can actually activate in paid channels. With tray.ai, you can push Confection-identified audiences to Google Ads, Meta, LinkedIn, or other ad platforms for remarketing or lookalike campaigns. It closes the attribution loop and lets your paid media team act on first-party signals that would otherwise never reach them. - Activate cookieless audiences in paid channels without manual exports - Keep ad platform audience lists in sync with Confection's live data - Improve ROAS by targeting audiences built on durable first-party identity ### Attribution Data Pipeline to Analytics Warehouse When analytics platforms lose signal because of cookie restrictions, attribution models fall apart. Connecting Confection to a data warehouse like Snowflake, BigQuery, or Redshift via tray.ai lets your data team combine Confection's captured touchpoints with downstream conversion data for more accurate attribution modeling. Scheduled syncs keep your warehouse current with the latest Confection event and identity data. - Pipe Confection touchpoint data into your data warehouse on a schedule - Combine first-party identity data with CRM and revenue data for attribution - Enable data science teams to build models on complete, cookieless signals ### Lead Capture and Routing Automation Confection identifies and captures contact information from website visitors even in privacy-restricted environments. With tray.ai, you can route newly identified leads from Confection to the right sales rep, sequence, or nurture program based on firmographic or behavioral criteria. That cuts the time between identification and first sales contact significantly. - Automatically route Confection-captured leads to the right rep or queue - Trigger nurture sequences the moment a new contact is identified - Apply lead scoring rules to Confection data before CRM insertion ### Personalization Data Feed to Marketing Automation Confection's persistent visitor profiles carry behavioral context that can power personalized email, SMS, and on-site experiences. Connecting Confection to HubSpot, Marketo, or Braze through tray.ai means every marketing touchpoint is informed by the most complete version of a customer's journey, even when that journey started in a cookieless or consent-restricted environment. - Feed Confection visitor attributes into marketing automation for segmentation - Trigger behavior-based campaigns from Confection identity events - Improve email personalization with cookieless behavioral context ### Customer Data Platform (CDP) Enrichment CDPs rely on complete identity graphs to unify customer profiles, but cookie loss creates fragmentation. Connecting Confection to your CDP through tray.ai lets identity signals and behavioral events flow into the CDP's profile unification logic, helping stitch together anonymous and known user journeys more accurately. The downstream personalization and analytics built on that graph get better as a result. - Enrich CDP identity graphs with Confection's cookieless signals - Reduce anonymous profile fragmentation from browser restrictions - Improve match rates between online behavior and known customer records ### Compliance-Aware Data Orchestration Confection is built with privacy in mind, but the data flows on top of it still need to respect consent records and data residency rules. With tray.ai, you can check consent status before routing Confection data to downstream systems, apply data masking where required, and log all data movement for audits. Legal and compliance teams get visibility into every automated flow. - Gate data routing on consent status checks before downstream delivery - Apply field-level masking or filtering to comply with regional regulations - Maintain an audit trail of all Confection data movements across systems ## Templates ### Confection New Contact → CRM Lead Creation Automatically creates or updates a lead record in Salesforce or HubSpot whenever Confection identifies a new website visitor contact, enriching the record with behavioral attributes. Connectors used: Confection, Salesforce, HubSpot ### Confection Audience Sync to Google Ads Customer Match Periodically pulls segmented audiences from Confection and uploads them to Google Ads Customer Match lists for use in remarketing and lookalike campaigns. Connectors used: Confection, Google Ads ### Confection Events → Snowflake Data Pipeline Continuously streams Confection visitor events and identity resolution data into a Snowflake table for use in attribution modeling, BI reporting, and data science workflows. Connectors used: Confection, Snowflake ### Confection Lead → Marketo Nurture Enrollment Enrolls newly identified Confection contacts into the appropriate Marketo nurture program based on their captured behavioral attributes and page visit history. Connectors used: Confection, Marketo ### Confection Signal → Slack Sales Alert Sends a real-time Slack notification to the relevant sales rep or channel when Confection identifies a high-value returning visitor or a contact matching an ICP profile. Connectors used: Confection, Slack, Salesforce ### Consent-Gated Confection to Meta Ads Audience Sync Syncs Confection-identified contacts to a Meta custom audience only after verifying active consent status, so paid media activation stays compliant with privacy requirements. Connectors used: Confection, Meta Ads, OneTrust ## Challenges Tray.ai solves ### Webhook Reliability and Event Volume Management Confection emits events in real time as visitor identity is resolved, which can produce high-volume bursts of webhook calls that downstream systems can't always absorb. Without queue management, events get dropped or trigger rate-limit errors in destination APIs. **How Tray.ai helps:** tray.ai handles webhook ingestion at scale with built-in queue management, retry logic, and rate-limit-aware delivery, so every Confection event reaches its destination without manual intervention. ### Schema Variability Across Confection Payloads Confection captures a wide range of visitor attributes and identity signals, and payload structure varies depending on what data is available for a given visitor. Rigid ETL logic breaks when it hits an unexpected shape. **How Tray.ai helps:** tray.ai's flexible data mapping and conditional logic operators let you build workflows that handle optional or variable fields in Confection payloads gracefully, routing and transforming data based on what's actually present in each event. ### Identity Deduplication Across Systems Confection may identify visitors who already exist in your CRM, CDP, or data warehouse under different keys. Without smart matching logic, you end up with duplicate records, and cleaning them up manually is slow and error-prone. **How Tray.ai helps:** tray.ai workflows can run lookup steps that check destination systems by multiple identity keys — email, phone, Confection ID — before writing new records, and can apply merge logic to keep downstream systems clean without manual review. ### Keeping Audience Lists Fresh Across Multiple Ad Platforms Confection's audience data changes continuously as new visitors are identified and existing profiles are enriched. Manually exporting and re-uploading audience lists to each ad platform is tedious and leaves campaigns running on stale data. **How Tray.ai helps:** tray.ai automates scheduled or event-triggered audience syncs across multiple ad platforms simultaneously, so every platform reflects the latest Confection-identified audience without manual export or upload work. ### Ensuring Privacy Compliance in Automated Data Flows Automating the movement of Confection's identity and behavioral data to third-party systems creates compliance risk if consent status isn't checked at every step. A misconfigured flow can pass data about opted-out users to ad networks or email platforms without anyone noticing. **How Tray.ai helps:** tray.ai supports conditional branching that gates every data movement on a real-time consent check, integrates with consent management platforms like OneTrust, and maintains detailed execution logs that satisfy audit requirements for GDPR, CCPA, and similar regulations. ## Agent features ### Retrieve Consent Records (Data Source) An agent can pull consent records from Confection to verify what data collection permissions a user has granted. Downstream workflows then respect those privacy preferences without manual checks. ### Fetch User Identity Data (Data Source) An agent can retrieve resolved identity profiles from Confection, consolidating cross-device and cross-channel user data into a single view. That gives the agent accurate context for personalization and segmentation decisions. ### Query Tracked Events (Data Source) An agent can access behavioral event data captured by Confection to understand how users interact with your digital properties. That context feeds smarter recommendations, alerts, or follow-up actions tied to actual user behavior. ### Look Up Data Subject Information (Data Source) An agent can look up specific data subject records in Confection to support GDPR, CCPA, or other privacy regulation workflows. It's particularly useful when handling data access or deletion requests from end users. ### Monitor Consent Coverage Metrics (Data Source) An agent can retrieve aggregated consent coverage statistics from Confection to see what percentage of users have opted in or out of tracking. Compliance gaps become visible and feed reporting workflows without manual data pulls. ### Submit Consent Updates (Agent Tool) An agent can record or update a user's consent status in Confection when they change their privacy preferences through another channel. Consent data stays synchronized across systems without any manual intervention. ### Create or Update User Profiles (Agent Tool) An agent can write enriched user profile data into Confection to keep identity records current as new information arrives from other integrated tools. Confection's identity graph then reflects the latest known attributes rather than going stale. ### Trigger Data Deletion Requests (Agent Tool) An agent can initiate a data deletion or erasure request within Confection on behalf of a user exercising their right to be forgotten. That cuts manual work for privacy teams and speeds up compliance responses considerably. ### Log Custom Events (Agent Tool) An agent can push custom behavioral or transactional events into Confection to extend its tracking dataset beyond what it captures natively. Analytics and identity resolution get a more complete picture across the data pipeline. ### Sync Audience Segments (Agent Tool) An agent can create or update audience segments in Confection based on criteria from other data sources or business logic. Segments stay current as user behavior and attributes change, rather than going stale between manual refreshes. ## Learn more - Intelligent Integration: https://tray.ai/platform/intelligent-ipaas/ - Merlin Agent Builder: https://tray.ai/platform/merlin-agent-builder/ - Agent Gateway for MCP: https://tray.ai/platform/agent-gateway/ - Book a demo: https://tray.ai/contact/