Clarivoy Launches AI Attribution Analyst; MCP Connector Remains ‘Coming Soon’

Why it matters

Marketing-attribution reports often require a manager or agency analyst to filter several screens, reconcile campaign names and explain why a sale was credited to a channel. An AI interface could shorten that work by letting a user ask a business question directly, but a fast answer is useful only if the underlying customer match, campaign tags, spend and DMS sale record are correct.

The availability distinction matters for planning. A dealer can evaluate the live Clarivoy interface and Claire now, according to the company, but should not design an outside-assistant workflow around the MCP connector until Clarivoy confirms that the dealership’s account is eligible and the connector is actually enabled.

What is confirmed—and what is not

Clarivoy’s dated release says general availability began November 2 and existing attribution customers were migrated. The official product page says the new platform is live and describes Claire, campaign analysis, search-term reporting and customer-journey replay. Those capability and migration statements come from Clarivoy; DTR has not independently tested answer accuracy, matching quality, migration completeness or performance results.

The release describes a live MCP connection, while the product page marks the MCP connector ‘Coming Soon’ and lists it as part of Premium Connect or a $699-per-month add-on. Until Clarivoy resolves that status for a specific account, DTR does not represent the connector as available. The public materials also do not publish task-level error rates, full data-retention terms or an independent dealer-results study.

What dealerships should do

Test Claire first on closed periods and questions whose answers can be reproduced from the underlying reports. Require the answer to show the time range, included rooftops, attribution model and data sources. Sample the DMS sale matches and inspect untagged campaigns before using a result to move budget.

Ask Clarivoy for written account-specific confirmation of feature entitlement, pricing and rollout status. For any future MCP connection, document which data and actions it exposes, apply individual role-based access, review logs and confirm the outside AI provider’s retention, training and deletion terms before connecting production dealership data.

AI-assisted reporting disclosure

This article was researched and generated with AI-assisted systems using Clarivoy’s dated launch announcement and official product page cited below. Dealership Tech Report applies automated accuracy and risk checks. Availability, migration, capability and pricing statements remain vendor claims; DTR independently compared the two public status descriptions and withheld a general-availability claim for the MCP connector.