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Odins vs Improvado

Improvado is a marketing data platform with an AI agent, and its MMM is an add-on on the Enterprise plan, tuned monthly by its professional services team. Odins starts from the other end: the model and the budget decision are the product, and the data layer comes with it.

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Reviewed October 2026 · sources cited on this page

Odins

Managed marketing investment platform

Bayesianfully managedverified monthly

Improvado

Marketing data platform with an MMM add-on

Data platformAI agentMMM on Enterprise

At a glance

Side by side.

The short version of the whole page. Details and sources below.

Odins

Improvado

What it is

OdinsA managed marketing investment platform: data, model, recommendations and a team behind them

ImprovadoA marketing data platform for extraction, transformation, governance and reporting, with an AI agent and MMM as an add-on

DNA

OdinsThe model and the budget recommendation are the product

ImprovadoThe data foundation is the product; MMM runs on top of it

Data collection

OdinsCollected and structured by our team, digital and offline, into one dataset that can also flow to your own warehouse

Improvado1,400 plus connectors loading into your warehouse or BI tool, with governance rules

Methodology

OdinsOne Bayesian model per market; priors set with your team

ImprovadoNot stated publicly. The model reads 2 to 3 years of history and separates channels from seasonality, prices, promotions and weather

Cadence

OdinsNew data daily, model retrained monthly, recommendation reviewed by a person

ImprovadoModel tuned monthly with Improvado's professional services team

Offline media

OdinsA pipeline for media plans and spot reports, from you or your media agency, set up by our team

ImprovadoTV, podcasts and billboards listed among the modeled channels

Scenarios

OdinsForecasts and scenarios are self-serve and can be run any time

ImprovadoScenario re-optimization at request time

AI assistants

OdinsThe Odins MCP: forecasts and scenarios on your model from Claude, ChatGPT or Copilot

ImprovadoAI Agent and MCP over your marketing data, from its entry plans up

Verification

OdinsForecasts stored before actuals arrive, checked monthly in the platform

ImprovadoDescribes MMM as a rearview mirror and points to experiments to test a channel directly

Cost

OdinsSubscription priced for the budget it optimizes, for marketing budgets from EUR 1M to several hundred million a year

ImprovadoPriced on data volume; MMM is an add-on on the Enterprise plan, priced on request

Improvado facts: improvado.io/solutions/mmm and improvado.io/pricing, read October 2026. Improvado does not state its inference method publicly.

The honest read

Credit first: Improvado knows marketing data.

As a data foundation for a large marketing team, Improvado is strong, and its MMM comes with monthly human tuning rather than a black-box export.

1,400 plus connectors, with governance rules that catch campaign errors before they reach a model
Data lands in a warehouse you control, or straight in Looker Studio, Tableau or Power BI
An AI agent and MCP across the whole data set, with entry plans to start from
A candid MMM page: it says results depend on the control set and that a good fit is not proof

The difference

Start from the budget decision.

Improvado is built around the pipeline and the agent. Odins is built around the budget question: how much to spend and where, answered by one Bayesian model per market, verified monthly and handed over as a reviewed recommendation.

MMM is the product here from day one, rather than an add-on to a data plan
Priors are set with your team, which matters most in markets with thinner data
Offline spend arrives through a pipeline for media plans and spot reports, set up by our team
Every forecast is stored before actuals arrive and checked monthly, so you can see how well the model predicts

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.

The choice

Who should choose which.

Start from the decision you need to make.

Choose Improvado if

You want one platform for marketing data, governance and reporting across many teams or brands
Your main need is pipelines into a warehouse and BI, with MMM as a later step
You run analytics in-house and want an AI agent over all your marketing data

Choose Odins if

The budget decision is the main question, and you want the model from day one
Offline media is a large share of spend and has to be in the model, spot by spot
You want priors set with your team and forecasts checked against actuals every month

The overlap

Both of us collect marketing data, and both put people on the model every month. The difference is where each starts: Improvado from the data, Odins from the budget decision. We will tell you in the first call which one fits.

FAQ

Frequently asked questions.

Is Improvado an MMM tool?

Improvado is first a marketing data platform: extraction, transformation, governance, reporting and an AI agent, with 1,400 plus connectors. Marketing mix modeling is an add-on on its Enterprise plan, tuned monthly by its professional services team. Odins is built the other way round: the model and the monthly budget recommendation are the product, and the data collection comes with it.

We already use Improvado. Do we have to replace it?

No. Odins can read from the warehouse Improvado loads into, or connect to the sources directly, whichever is cleaner for you. You keep the reporting your team relies on. What you add is the model, the verification and a reviewed recommendation every month.

Is Improvado's MMM Bayesian?

Their public material does not name the inference method, so we will not put a label on it. It is a fair question to ask any vendor, us included. Our answer: Bayesian end to end, with priors set together with you.

How do Improvado and Odins handle TV, radio and other offline media?

Improvado's MMM page lists TV, podcasts and billboards among the channels it models. At Odins, offline spend comes in through a pipeline for media plans and spot reports, from you or your media agency, set up by our team. TV, radio, print and OOH then land in the same structure as digital, down to the individual spot.

What does Improvado's MMM cost compared with Odins?

Improvado prices on data volume, and MMM is an add-on on its Enterprise plan, priced on request. Odins is a subscription priced for the budget it optimizes, for marketing budgets from EUR 1M to several hundred million a year, with the team included.

What are the best alternatives to Improvado for MMM?

It depends on what you need from the model. We compared five options, with sources and who each one fits, on a separate page: the best Improvado alternatives for MMM. Odins is on the list, and we say so up front.