I hit a major wall last month when I tried to scale a UGC campaign across Russia and the US simultaneously. The data wasn’t just different—it was contradictory.
In Russia, the campaign was crushing it: high engagement, strong comment volume, good repeat viewers. But conversion was… fine, not amazing. In the US, engagement was lower, comments were minimal, but conversion rate was nearly 3x higher.
I was stuck. Do I optimize for engagement (which is what the Russian data told me to do) or for conversion (what the US data showed)? Both seemed right, but they were pointing in completely different directions.
My first instinct was to treat them as separate campaigns and optimize each independently. But that felt like I was leaving money on the table—they should inform each other somehow.
Then I realized I was looking at the metrics wrong. I wasn’t comparing apples to apples.
I dove into the data and found what was actually happening: Russian engagement was happening early—first 48 hours. US conversion was happening later—days 3-7. The Russian audience was discovering and sharing, the US audience was thinking about whether to buy.
Two completely different stages of customer journey, even though the content was (mostly) the same.
Once I understood that, I could actually make smart decisions. I stopped optimizing a single metric and started building a funnel view: how does engagement in Russia drive awareness that eventually converts in the US? Or does the content perform because it’s regionally optimized?
That led me to an experiment: I created region-specific versions of high-performing UGC and ran them in parallel. The region-specific versions outperformed the “universal” ones by 20-25% on their respective metrics.
But here’s the thing—and this is where it gets interesting—the universal versions actually had better downstream performance. People who saw the “foreign” version were more likely to engage with other content later.
So now I’m thinking about it differently: maybe the play is to use region-optimized content to hit local KPIs, but layer in occasional “cross-border” content that builds broader brand awareness?
I’m still figuring this out, but I had to share because I think others are hitting this same wall and thinking they have a problem with their creative, when really it’s just a metrics interpretation problem.
How are you reconciling ROI data when it tells you different stories across markets? Are you optimizing locally and accepting the trade-off, or is there a play I’m missing?