Insights · News

Your Czech Ads Report Conversions. How Many Would Have Bought Anyway?

By RKP Agency, Prague8 min read
The short version
  • Reported conversions are not the same as sales your ads caused. Some would have happened without the ad, and the report still counts them on your side.
  • Incrementality is the slice you would actually lose if you switched the ad off. It is the only number that answers the question a market entrant should ask.
  • Google shipped measurement tools on 10 September 2026 (Data Strength Uplift, Meridian GeoX) — quietly admitting that standard attribution over-counts.
  • Entering Czechia, the trap flips over time: brand search is genuinely incremental when nobody knows you, and turns into paid-for certainty once your name is known.
A stream of glowing coins passes through a prism and splits into a bright path and a fading one

What actually happened

On 10 September 2026 Google expanded its measurement suite with tools that measure the real lift from advertising, not just attributed conversions. The headline additions are a new Data Strength Uplift metric and the general availability of Meridian GeoX, an open-source engine for causal geo-experiments. Google also wired its Data Manager directly into Google Analytics and DV360.

Advertisers who connect offline and app data to Data Manager see an average 26% increase in incremental ROAS.

Notice the word Google now leans on: incremental. Not more conversions, but more real ones. When the company whose revenue depends on your spend starts building tools to measure how much of that spend actually works, it is worth reading closely.

Attribution vs incrementality, in one minute

Attribution tells you which channel appeared on the customer’s path, for example the last click before the order. It shows the route, not the cause. Incrementality measures the cause: how many conversions would not have happened if the ad had never run.

Attribution can demonstrate the impact of changes very quickly. But incrementality is how you understand what is really working.
— Gaurav Bhaya, VP, Google, via AdExchanger (May 2026)

The way to separate them is a holdout: withhold the ad from part of the market or audience and watch whether sales fall. If orders hold steady after you switch it off, those conversions were not incremental — they were just being credited to the ad. A geo test is the same idea split by region.

Why this matters more when you enter a new market

A foreign brand launching in Czechia will judge the launch by attributed conversions in the dashboard, because that is what shows up first. Two things make that dangerous here specifically:

  • Brand search changes character over time. On day one, almost nobody in Czechia searches your name, so brand-search clicks are genuinely incremental. Two years in, Czech buyers who already know you would find you organically — and now the same campaign is paying for certainty.
  • Retargeting looks cheapest and is often least incremental. A Czech shopper with your product in the cart converts with or without the reminder ad. The report still claims the sale.
  • Automated campaigns (PMax, Demand Gen) absorb organic demand. In a market where you also run Seznam, organic and marketplace channels, they quietly claim orders those channels would have delivered.
The market-entry version of the mistake: you scale the Czech budget on a dashboard that looks great, when much of the “proof” is demand you already had. Being early in a channel is genuinely cheap; paying for customers you already own is not.

What it costs, in real money

Say a brand-search campaign in Czechia reports 200 conversions a month at CZK 300 each — the best cost per conversion in the account. You run a holdout: one region goes dark for a month. Orders there drop only 15%. That means 85% of those conversions were not incremental; those buyers found you anyway. The real cost per genuinely acquired customer is not CZK 300, it is closer to CZK 2,000. Same spend, completely different decision.

The most expensive number in marketing is a conversion you pay for but would have got for free. You never see it, because the report proudly counts it as profit, not cost.
— RKP Agency

How we would approach it

We are not selling complexity. The first useful step fits even a small launch budget and a few weeks.

  • Flag the suspects — brand search, warm-audience retargeting, and automated campaigns with a suspiciously low cost per conversion.
  • Build a holdout — switch one suspect campaign off in part of the Czech market, ideally by region, for two to four weeks.
  • Measure on revenue, not the dashboard — compare real orders in your own system between regions. The gap is clean incrementality.
  • Reallocate — move budget from non-incremental campaigns to the ones that bring genuinely new Czech customers, even if their headline cost looks higher.
One caveat worth stating plainly: let Google’s own tools inform the test, but do not let them be the sole judge. It is in Google’s interest for its ads to look maximally incremental. An independent holdout measured against your own revenue is the more honest referee.

FAQ

What is incrementality in advertising?

It is the share of conversions the ad actually caused — sales that would not exist without it. You measure it by comparing a group that saw the ad with one that did not; the difference is the true lift. For a business owner it is the only number that answers whether you would lose those sales if you switched the ad off.

How is it different from attribution?

Attribution assigns a conversion to a channel on the customer’s path, such as the last click. It shows the route, not the cause. Incrementality measures whether the sale would have happened anyway. Google VP Gaurav Bhaya put it plainly: attribution shows impact fast, incrementality shows what is really working. Use attribution for daily optimisation and incrementality for budget decisions.

Is brand-search advertising worth it when entering Czechia?

Early on, usually yes — almost nobody searches your name, so the clicks are incremental. As awareness grows and your organic result becomes strong, part of that paid click just replaces a free one. Test it with a regional holdout: turn the brand campaign off in one area and see whether orders really fall or simply shift to organic.

Do I need a big budget to measure incrementality?

No. You need enough conversions for the difference to be readable, not a large spend. For a smaller account, testing one suspect campaign — typically brand search or retargeting — for two to four weeks is enough. The cost is time and a few forgone conversions; the payoff is knowing whether you pay for sales you would have had anyway.

What did Google launch on 10 September 2026?

A measurement-suite update: the Data Strength Uplift metric, general availability of Meridian GeoX for causal geo-experiments, and Data Manager integrated into Google Analytics and DV360. Google reports an average 26% higher incremental ROAS for advertisers who connect offline and app data. The point is that Google itself is now building tools to measure real lift.

Sources

  1. Google — New updates to the measurement suite in Google Ads (Data Strength Uplift, Meridian GeoX, Data Manager; 10 September 2026). blog.google
  2. Search Engine Land — Google expands Data Manager and Meridian measurement tools (2026). searchengineland.com
  3. AdExchanger — Google Ads launches new tools for mapping incrementality, incl. Gaurav Bhaya quote (May 2026). adexchanger.com

Know what your Czech spend really buys

We run a holdout on your most suspect campaign and measure how much of your Czech conversions are genuinely incremental — against real revenue, not the dashboard. From Prague, in native Czech.

Talk to our Prague team
CallWe’re online