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Head-to-head · Media Mix Modeling Software

Circana Liquid Mix vs Measured

  • Updated Oct 2026
  • Both researched from official sources
  • 2 checks side by side
Higher score Circana Liquid Mix #2 in Media Mix Modeling Software 9.2/10 Pricing on request ✓ 2 of 3 features Visit Circana
Measured #6 in Media Mix Modeling Software 8.6/10 Pricing on request ✓ 0 of 3 features Contact Measured

Circana Liquid Mix leads on 0 checks, Measured on 0, and 2 are even. Who comes out ahead on the 2 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreCircana Liquid Mix · 9.2/10
  • Most featuresCircana Liquid Mix · 2 of 3

Circana Liquid Mix scores higher on our rubric for media mix modeling software: 9.2 against 8.6 out of 10; our editors rank them #2 and #6.

Circana Liquid Mix is the better fit for retail teams that need frequent MMM refreshes. Measured is the better fit for enterprise teams needing managed measurement and data feeds.

  • Circana Liquid Mix fits best

    Retail teams that need frequent MMM refreshes

  • Measured fits best

    Enterprise teams needing managed measurement and data feeds

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. How we rank.

Side by side

Feature Circana Liquid Mix 9.2/10 Visit ↗ Measured 8.6/10 Visit ↗
At a glance
Editor score 9.2 8.6
Ranking #2 in Media Mix Modeling Software #6 in Media Mix Modeling Software
Best for Retail teams that need frequent MMM refreshes Enterprise teams needing managed measurement and data feeds
Pricing model Paid Paid
Starting price Pricing on request Pricing on request
Free plan Not checked yet Not checked yet
Free trial — —
Deployment Cloud Cloud
Platforms Web Web
Support Docs Email, Live chat
Integrations 9 integrations 300+ integrations
Built for Small business, Mid-market, Enterprise Enterprise
Features Circana Liquid Mix 2/3 · Measured 0/3
Budget optimization ✓ (best) Not checked yet
Incrementality analysis ✓ (best) Not checked yet
Managed modeling Not checked yet Not checked yet
Specs
Modeling approach Bayesian Not checked yet
Model refresh Continuous Not checked yet
Data connectors Not checked yet Not checked yet
Our review
Pros
  • Estimates incremental impact by marketing channel and tactic
  • Combines marketing, sales, and media data with Circana POS and market signals
  • Automates model generation and refreshes models daily
  • Combines causal MMM with incrementality measurement and testing
  • Supports budget planning, forecasts, and what-if scenario comparisons
  • Offers 300+ managed data integrations and REST API access
Cons
  • Pricing requires contacting sales
  • Support is listed through documentation
  • The Bayesian approach applies to the Meridian framework, not necessarily every option
  • Enterprise focus may not suit smaller marketing teams
  • Pricing follows a contact-sales model
  • Not designed for teams seeking a self-serve purchase
Our verdict

Circana Liquid Mix is a cloud-based, self-serve marketing mix modeling platform for marketing analytics teams that want to assess channel contribution, explore budget changes, and forecast outcomes. It combines customer marketing, sales,…

Read the review →

Measured brings causal marketing mix modeling, incrementality testing, platform attribution data, and cross-channel reporting into a measurement and planning platform. It is aimed at enterprise brands and complex omnichannel organizations,…

Read the review →
  1. Circana Liquid MixMedia Mix Modeling Software 9.2Pricing on request
  2. MeasuredMedia Mix Modeling Software 8.6Pricing on request

Strengths and trade-offs

  • Circana Liquid Mix — where it wins

    • Estimates incremental impact by marketing channel and tactic
    • Combines marketing, sales, and media data with Circana POS and market signals
    • Automates model generation and refreshes models daily

    Where it doesn't

    • Pricing requires contacting sales
    • Support is listed through documentation
    • The Bayesian approach applies to the Meridian framework, not necessarily every option
  • Measured — where it wins

    • Combines causal MMM with incrementality measurement and testing
    • Supports budget planning, forecasts, and what-if scenario comparisons
    • Offers 300+ managed data integrations and REST API access

    Where it doesn't

    • Enterprise focus may not suit smaller marketing teams
    • Pricing follows a contact-sales model
    • Not designed for teams seeking a self-serve purchase
  • Circana Liquid Mix9.2/10 · Pricing on request

    A retail-informed MMM tool for channel impact, budget scenarios, and forecasts.

    Visit CircanaFull verdict →
  • Measured8.6/10 · Pricing on request

    Combines causal MMM, incrementality testing, and budget planning for enterprise teams.

    Contact MeasuredFull verdict →

More comparisons

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update