Bayesian MMM at every tier, not an add-on.

Know which dollar 
actually moved revenue.

Attribution, media mix modeling, forecasting, and budget allocation, fit on your own data every night. No vertical baked in.

Join the waitlist See the product
app.bayesin.com/models/… fits on your data

Modeled revenue

—

Blended ROI

—

Spend

—

Forecast

—

Modeled vs. forecastweekly · credible interval

Channel contribution

Paid search
Paid social
Organic
Email

Illustrative preview. Your dashboard reads from your own uploaded data — never a demo.

Sources →

Every channel. Every ledger. One model.

Ad platforms, CRM, warehouse, and commerce data land in the same touchpoint schema.

Google AdsMeta AdsTikTok AdsLinkedIn AdsMicrosoft AdsAmazon AdsPinterest AdsGoogle AdsMeta AdsTikTok AdsLinkedIn AdsMicrosoft AdsAmazon AdsPinterest Ads
SalesforceHubSpotSnowflakeBigQueryShopifyStripeDatabricksSalesforceHubSpotSnowflakeBigQueryShopifyStripeDatabricks
Live models

Every dollar, resolved to revenue.

Four models, one schema, one answer your finance team will sign off on.

Bayesian

Model

Nightly

Refit cadence

Industry-agnostic

Vocabulary

Attribution

Every touchpoint resolved to a channel, unit, and segment your org defines. Not a vendor's vocabulary.

Media mix modeling

Bayesian MMM with adstock and saturation. Posterior intervals, not point estimates.

Forecasting

Scenario forecasts against the plan you already keep, with the interval shown, not hidden.

Budget allocation

Reallocation proposals with the marginal return of each move, ready to approve or edit.

Join the waitlist↗

Get your first model fit