PepsiCo

Objective

Make a global brand sound like a local one, without multiplying production cost by the number of markets. PepsiCo runs the same creative platform across dozens of countries where the hook that works is not the same on either side of a border. The system has AI carry the listening work (understanding what makes sense locally) and the adaptation work (producing the variants), while automated media buying places those variants. The economic stake is cost per thousand: gaining local relevance has to show up in CPM and recall, otherwise localization is only overhead.

The deployment

For its Europe, Middle East and Africa region, PepsiCo built an advertising production chain where AI intervenes in two places: before creation, to understand what makes sense locally, and during it, to adapt the same brand platform into country variants. The best documented case is Lay's in Benelux, which had to adapt the global platform "Joy is a simple recipe". Since joy is an abstract notion, the teams had Gemini analyze responses from more than 6,000 consumers, feeding in native terms to surface the nuances specific to each country. The model brought out gaps between immediate neighbors: Dutch happiness expressed more through activities such as boating on the canals, Belgian happiness leaning toward cycling culture. The global platform was then adapted into about thirty personalized three-word creatives, built on a fixed structure (action, place, twist), producing hooks as specific as "koers, kasseien, demarrage" in Belgium and "bootje, Oude Delft, familie" in the Netherlands. Published result: 6.5 million unique users reached in just over a month, 4 percentage points more ad recall, and a cost per thousand impressions around 30% below the brand's typical campaigns. At regional level, PepsiCo states that AI-powered video campaigns account for more than 60% of its YouTube Ads activity, with YouTube CPM down around 25% year over year. Other components are cited at pilot stage: attention moment detection in video for Doritos in the UK, automated campaigns for Lay's in Spain, creative prediction for Lay's in Poland. What the case does not say: the effect on sales, and what the same localized campaign would have delivered without AI.

Results Proof B

Quantified platform case study: both sources are editorial publications by Google covering PepsiCo's work, one on the AI media ecosystem of the EMEA region (March 2026), the other on the Lay's campaign in the Netherlands and Belgium. The figures measure the system itself (reach, recall, CPM of the generated campaign, share of AI-powered video campaigns) and are attributed by name to PepsiCo's EMEA media lead. Honest caveat, which rules out a higher level: both sources belong to the same publisher, which is also the supplier of the technologies used, therefore an interested party. No corroboration by an independent press source was found at collection, and no PepsiCo document repeats these figures. PepsiCo's April 2026 press release on its Google Cloud collaboration was rejected as a source: it covers supply chain and internal tooling, not this marketing system, and using it would have manufactured a corroboration that does not exist.

The internal detail is not public. Here is a proven approach that leads to the same result, to adapt to your stack.

1. 1
   Collecting local insight marketing

   Consumer responses are gathered by market, in the local language.

2. 2
   Analyzing cultural nuance AI

   Gemini analyzes the responses, with native terms as input, to surface what differs from one country to the next.

3. 3
   Creative adaptation AI

   The global brand platform is adapted into local variants following a fixed structure.

4. 4
   Brand validation marketing

   Variants are reviewed before distribution, since multiplying versions multiplies the chances of drift.

5. 5
   Automated distribution AI

   Creative goes out in video campaigns and automated buying, with geographic and contextual targeting.

6. 6
   Reading the results data team

   Reach, recall and CPM are compared with the brand's typical campaigns.