Circana launches Liquid Mix with Google Meridian, combining Google's MMM framework with Circana's first-party data
On 8 September 2026, Circana launched Liquid Mix, wrapping Google's open-source Meridian marketing-mix-modelling code around its own POS and 290M-household panel data and selling channel-level ROI reads to CPG advertisers. Google contributes code, not data, and takes no disclosed revenue share. With Meridian free on GitHub since February 2025, the margin sits with whoever owns the calibration data.
Where the rake sits
Circana keeps the entire commercial rake: it does the integration, owns the substrate, and holds the buyer relationship. Google keeps nothing directly monetary from Liquid Mix — its return is ecosystem adoption of Meridian as a measurement standard, not a revenue share (no split is publicly disclosed).
What happened
- Circana launched Liquid Mix combining Google's Meridian marketing-mix-modeling framework with Circana's first-party POS and consumer-panel data.
- Google released Meridian broadly as open-source Bayesian MMM code on GitHub in February 2025, with 20+ certified measurement partners including Circana.
- Circana was formed by the 2022 IRI/NPD merger and advises ~7,000 brands and retailers, tracking point-of-sale from 290 million households globally.
- Google contributes modeling code, not data; Circana contributes the substrate and runs the model to produce channel-level marketing-effectiveness reads.
- The buyer receives model outputs (ROI curves, budget scenarios); Circana's underlying POS and panel transactions do not cross to Google or to the advertiser.
Who is involved
Chicago-based consumer intelligence and market-research firm formed by the 2022 IRI/NPD merger; holds syndicated point-of-sale and consumer-panel data on CPG, retail and restaurants that is the first-party substrate feeding Liquid Mix.
Advises ~7,000 brands and retailers; tracks point-of-sale from 290 million households globally; private, owned by Hellman & Friedman, Vestar and New Mountain Capital
Provider of Meridian, the open-source Bayesian marketing-mix-modeling framework released broadly in February 2025 and distributed free on GitHub; contributes the modeling code, not data, into Liquid Mix.
Alphabet (NASDAQ: GOOGL), multi-trillion-dollar market cap; Meridian launched broadly Feb 2025 with 20+ certified measurement partners
The reading
Circana does the enrichment: it runs Meridian against its own first-party assets - billions of verified transactions, loyalty-based purchase signals, demographic insights and retail outcomes - and layers on its measurement expertise inside the Liquid Mix environment. Google's contribution is an openly licensed modeling framework rather than a partner performing work on Circana's substrate, so this reads as owner-enriched from Circana's seat.
The payer is the advertiser, and the decision the output feeds is where to put the next marketing dollar - which channels to fund and at what level - informed by Circana's verified in-store and e-commerce purchase outcomes rather than cookie-based proxies. Meridian on its own is freely available; what makes the bundle worth paying for is Circana's transaction substrate underneath it.
What crosses to the advertiser is the measurement output and scenario guidance delivered inside Liquid Mix; the underlying first-party transaction and loyalty records stay on Circana's platform, consistent with the "privacy-safe" and "single environment" framing in the press release. Delivery through a platform does not change what was bought, which is a modeled finding derived from Circana's data - the Tempus/Gilead pattern.
Not determinable from the announcement. Pricing, client count and whether Meridian-based Liquid Mix is sold at parity with the pre-existing Liquid Mix tier are not disclosed, so whether Circana is capturing the value its data creates for advertisers' budget decisions cannot be read from the public facts.
Why it matters
Meridian being free on GitHub is what makes this case interesting: the modeling layer that would once have been the vendor's rake is now a commodity, which pushes the value back down onto whoever owns the calibration substrate. Worth deciding whether Liquid Mix is priced against the media budget it steers or against the cost of running the model — the release does not say, and that gap is where the interesting question sits.
The argument this deal tests: In advertising, wrap is the product
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Sources
- globenewswire.com — primary
- en.wikipedia.org — party background
- circana.com — party background
- blog.google — party background
- developers.google.com — party background
Announced 2026-09-08