Incrementality & marketing measurement

Know what’s
causing growth.
Know what to do next.

Stella combines the signals your measurement tools see separately and shows you where to invest next.

Start freeTalk to a founder

Run a real holdout free · No credit card

Trusted by growth teams who left enterprise measurement vendors

PopSockets
Momofuku
TUSHY
Rough Country
Neighbor
Pattern
Pirani
Plunge
WeightCare
Metro Vein Centers
Rylee + Cru
Miracle
PlantsBasically

250+ incrementality experiments a year · $400M+ in ad spend measured

Your measurement doesn’t agree.

That’s because every method sees something different. Stella weighs the evidence and turns it into one answer.

Stella is an incrementality and marketing measurement platform. It brings together multi-touch attribution, post-purchase surveys, holdout experiments, media mix modeling and always-on incrementality, and weighs each by the strength of its evidence.

With Stella, you know.

What caused it.

What to scale.

What to cut.

How much to spend.

What changed.

What to do next.

Your marketing changes. So should the answer.

Stella keeps measuring and learning as you spend, test, and scale.

Ask Stella what to do next.

All of that evidence, weighed and current, sits behind one question box.

Stella
What should I scale this week?
TV and TikTok. Both are below saturation and their last reads are strong. Meta is at its ceiling.

Know when the answer is strong.

If the evidence isn’t strong enough to act on, Stella tells you.

See the models and assumptions →

Works with what you already use

Ad platforms
Google AdsGoogle AdsMeta AdsMetaTikTokTikTokMicrosoft AdsMicrosoftPinterestPinterestSnapchatSnapchatXXAppLovinAppLovinVibeVibe+ more
Stores & marketplaces
ShopifyShopifyAmazonAmazonWooCommerceWooCommerceSalesforce CommerceSalesforce+ more
Warehouses
Google BigQueryBigQuerySnowflakeSnowflake+ more

What do you want to know?

Start free, or bring us the marketing question you still can’t answer.

Start freeTalk to a founder

Built for growth leaders who have to defend the budget. Use Stella yourself, or have our team run it, with a guarantee. See pricing

FAQ

The questions marketers actually ask.

What is causal marketing measurement?

Measuring what your marketing actually caused: the sales that would not have happened without it, not the sales it was credited with. Holdout experiments are the most direct test. Stella combines them with attribution, surveys and media mix modeling so every channel gets a causal read, not just the ones you tested.

Who is Stella built for?

Growth leaders at consumer brands spending $300K or more a month on paid media across several channels, who have to defend budget decisions to a CFO, board or PE sponsor. Ecommerce, multi-location healthcare, home services, subscription and auto brands all fit. Smaller teams can start free.

What will I actually know that I do not know today?

Which channels are creating additional sales, which ones are taking credit for sales you would have made anyway, and how much room each one has left before returns flatten. Then what to do about each.

How is Stella different from my attribution tool?

Attribution is one signal. Stella also reads what your customers say drove the purchase, what holdout experiments prove, and what a media mix model expects as spend moves, then weighs each signal by the strength of the evidence behind it.

Can Stella’s team run it for me?

Yes. In a managed engagement our team designs and runs the holdouts, builds and calibrates the model, and tells you what to cut, move and scale. Within 90 days we identify incremental revenue opportunity worth at least 10x what you have paid us for those 90 days, proved by evidence you can check. If we have not, you do not pay for them.

Do I need to be technical to use Stella?

No. Stella guides you step by step, and you can chat with it in plain language.

How much does Stella cost?

Free to start, then $750, $3,000 and $6,000 a month depending on how much of the loop you want running. Managed engagements are scoped and priced to what you need.