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Alternatives

The best TransUnion MMM alternatives.

TransUnion sells marketing mix modeling as TruAudience Marketing Mix Modeling, the former Neustar MarketShare business, next to attribution and identity products. If the question is how much to spend and where, with offline media in the same model and the model run for you, the strongest alternative is Odins: one managed Bayesian model per market, with a person reviewing every recommendation. Odins is ours, so we say it up front. Four more options follow, sorted by who they fit.

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Reviewed October 2026 · sources cited on this page

The alternatives

Five alternatives, sorted by fit.

TransUnion's TruAudience suite pairs a Bayesian MMM with attribution and experimentation tools, delivered as SaaS with professional services. These five take a different route. The best-for lines say which one suits you.

  1. Odins

    Managed Bayesian platform That's us

    Best TransUnion alternative for advertisers who want the model run for them, offline media included.

    Odins is a managed marketing investment platform built for one decision: how much to spend and where. We connect the data, set priors with your team in 2 to 3 working sessions, and build one Bayesian model per market with TV, radio, OOH and print next to digital, pricing and promotions. Data flows in daily and scenarios and forecasts are yours to run any time; the model is retrained monthly, and a person reviews every recommendation before you see it. Results from lift and geo tests you have run are taken into the model. Disclosure: this is our platform.

    Bayesian MMM · Fully managed · Daily data, monthly retrain Odins vs TransUnion

  2. Analytic Partners

    Enterprise incumbent

    Best for billion-dollar advertisers running global commercial analytics programs.

    The 2025 Gartner Magic Quadrant Leader, 25 years into the category, with the ROI Genome benchmark layer and published research on halo effects few can match. Software plus consulting, scoped and priced for the largest advertisers.

    Proprietary MMM · Software plus consulting · Enterprise Odins vs Analytic Partners

  3. Recast

    Advanced specialist

    Best for large, mostly US advertisers with analytics teams and daily data.

    A Bayesian MMM with time-varying parameters, weekly automated refreshes and out-of-sample backtesting. Built for Fortune 500 and large DTC budgets, with enterprise pricing that is not published.

    Bayesian MMM · Managed platform · Weekly refresh Odins vs Recast

  4. Lifesight

    Unified measurement

    Best for global retail, DTC and travel brands that want unified measurement with agent execution.

    Causal MMM, geo-based incrementality testing and attribution in one product, with AI agents that can push changes to the ad platforms within guardrails. Lifesight does not state its inference method publicly. Pricing on request.

    MMM plus experiments · Agentic · Global Odins vs Lifesight

  5. Google Meridian

    Open-source framework

    Best open-source option for teams with data scientists and geo-level data.

    Google's Bayesian framework, the most packaged of the open three, with the strongest budget optimizer and native geo-level modeling. You build and maintain everything yourself, and a 2026 academic review flags the default uniform priors as a misuse risk. Free license, paid for in staff and time.

    Bayesian framework · Self-hosted · Your team runs it Odins vs Meridian

TransUnion facts come from transunion.com, transunion.co.uk, transunion.ca and TransUnion's 2025 annual report, read October 2026. Other provider facts come from each vendor's public documentation, read September 2026: analyticpartners.com, getrecast.com, lifesight.io and developers.google.com/meridian. Odins is our platform.

At a glance

Which alternative for which need.

Start from the decision you need the model for, and who will run it.

Best fit
Why
A managed model for budget size and allocation, offline media included
Best fitOdins
WhyOne Bayesian model per market, priors set with your team, a person reviewing every recommendation
A global commercial analytics program at the largest scale
Best fitAnalytic Partners
WhySoftware plus consulting, with benchmarks and halo research built over 25 years
Bayesian MMM at US enterprise scale with a weekly refresh
Best fitRecast
WhyTime-varying parameters, automated refreshes and out-of-sample backtesting
MMM, geo tests and attribution in one product
Best fitLifesight
WhyUnified measurement with agents that can act within guardrails
Bringing MMM fully in-house
Best fitGoogle Meridian
WhyOpen-source Bayesian framework that your own data scientists build and run

Sources as listed above. Where a vendor does not state something publicly, we left it out.

When to look elsewhere

Four reasons to look for a TransUnion MMM alternative.

TransUnion brings a long MMM lineage and two years as a Gartner Leader, and for a team that wants MMM and attribution from one supplier it belongs on the shortlist. These are the situations where another option fits better.

  • You want the model run for you, more than a platform your team operates
  • You sell in markets where one national weekly series makes priors decisive
  • Offline media, pricing and promotions need to sit in the same model as digital
  • You want MMM on its own, without an identity or attribution suite around it
Why Odins

One decision, run as a service.

Odins handles the data, the model and the recommendation, and keeps the model open so you can check it.

  • Priors set in 2 to 3 working sessions, from your spend history, digital saturation signals and structured interviews
  • TV, radio, OOH and print in the same model as digital, next to pricing and promotions
  • Daily data, a monthly retrain and a recommendation reviewed by a person, with scenarios and forecasts you run any time, in the platform or from Claude via the Odins MCP
  • Forecasts stored before actuals arrive, so the model's record is there to inspect
  • Results from lift and geo tests taken into the model, and a structured test proposed when the model is uncertain about a channel

Channel contribution, 80% ranges

from the posterior
Search 14 to 16% optimize
Social 9 to 13% optimize
Display 2 to 9% test first

A tight range is a decision. A wide range is a test plan, with cost boundaries.

FAQ

Frequently asked questions.

What is the best alternative to TransUnion for marketing mix modeling?

It depends on the decision and who will run the model. For budget size and allocation with offline media in the same model, run for you, Odins is the alternative we would point to, and yes, it is ours. For a global commercial analytics program, look at Analytic Partners. For Bayesian MMM at US enterprise scale with a weekly refresh, Recast. For MMM, geo tests and attribution in one product, Lifesight. To bring MMM fully in-house, Google Meridian.

Does TransUnion still sell marketing mix modeling?

Yes. TransUnion lists TruAudience Marketing Mix Modeling and Multi-Touch Attribution among its TruAudience products in its 2025 annual report, and Gartner named TransUnion a Leader for marketing mix modeling solutions in November 2025.

Is TransUnion MMM the same as Neustar MarketShare?

Same lineage, new name. Neustar bought MarketShare in 2015, and TransUnion completed its acquisition of Neustar's marketing business in December 2021. The offer is now TruAudience Marketing Mix Modeling.

How is Odins different from TransUnion?

TransUnion sells MMM inside a wider suite with attribution, identity and audiences, as SaaS with professional services. Odins is one managed service for the budget decision: priors set with your team, offline media and pricing in the same model, a monthly retrain on daily data, and a person reviewing every recommendation. The full comparison, with sources, is on Odins vs TransUnion.

What does a TransUnion MMM alternative cost?

TransUnion does not publish pricing for its marketing mix modeling, and neither do most providers on this list, ours included. Odins is a subscription priced for the budget it optimizes, for companies with a marketing budget from EUR 1M to several hundred million a year, with the team included and no data science hires needed. The open-source frameworks have no license fee and cost staff time instead.

Talk to our team

Marketing spend, modeled like an investment.

A 30-minute walkthrough of the model, the priors and the verification, on your channels.

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