CaliberMind adds marketing mix modeling alongside multi-touch attribution

CaliberMind announced on April 23, 2026 a native marketing mix modeling (MMM) solution that sits alongside its multi-touch attribution product, so B2B marketing teams can review campaign-level attribution and portfolio-level budget planning in one platform. The company says that because it already operates as a marketing data warehouse, spend and performance data from CRMs, ad platforms and marketing tools is unified before modeling begins. CaliberMind's data science team works with each customer to prepare historical spend data, configure model parameters for the customer's go-to-market motion and validate outputs, and stays engaged to tune the model over time.

The details

• Outputs include portfolio-level ROI that separates baseline growth from marketing-driven impact by channel.
• Users can model projected revenue impact of budget shifts before moving spend.
• The model identifies saturation points for each channel.
• CaliberMind says the model updates automatically as new spend, pipeline and CRM data arrives.
• The company is offering complimentary data readiness evaluations covering spend history, CRM data quality and channel diversity.

Context

The MMM launch came three months after CaliberMind released Agent Cal, an analytics agent that shows its SQL, in January 2026, and after a LinkedIn Overview dashboard in December 2025. In our later coverage, Integrate acquired CaliberMind in August 2026, and CaliberMind then launched Activations to sync attribution segments to more than 170 platforms in September and joined LinkedIn's partner program with a LinkedIn performance product in October.

Not disclosed

• Pricing, and whether MMM is an add-on to the attribution product
• Minimum data history required
• Modeling methodology
• Customer names using MMM