I’ve been producing UGC for a mid-size skincare brand that wanted content for both markets. Same product, same messaging direction, but we adapted the hooks and some cultural elements for US vs. Russian TikTok audiences.
Here’s where I’m stuck: the metrics look completely different. Russian TikTok videos hit 3% CTR and 6% conversion (to landing page). US TikTok videos hit 1.2% CTR and 2% conversion. On the surface, it looks like the Russian content is way better. But the US traffic converts to actual purchases at a higher rate (about 35% vs. 23% for Russian traffic). So is the Russian content actually performing better, or is it just a different audience dynamic?
The brand is asking me to explain this, and honestly, I don’t have a good framework. It could be:
- Russian audience is more likely to click but less likely to convert to purchase (impulse clicks?)
- US audience is more selective in their clicks, so higher-quality traffic
- Landing page experience is worse for Russian users (could be localization, payment options, whatever)
- The product is actually more appealing to US customers for reasons unrelated to content quality
I’ve been assuming engagement rate is the main KPI, but clearly that’s incomplete. This is making me wonder what I should actually be tracking to prove value across markets.
What metrics are you guys actually using when you’re running cross-market campaigns? How do you separate “good content” from “content that appeals to different buyer behavior”?
This is exactly right, and most people miss it. You need a conversion funnel, not just engagement rates. Here’s what actually matters: vanity metrics (CTR, views) tell you about content appeal. Conversion metrics (landing page conversion, add-to-cart, purchase) tell you about product-market fit and user experience. When Russian CTR is 3x higher but purchase conversion is lower, that’s usually one of two things: (1) the landing page or checkout experience is worse for Russian users (payment methods, language, shipping options), or (2) Russian users are more likely to click on anything interesting, but lower intent. You can test this: run identical traffic to a simpler landing page (lower friction) for both audiences. If the gap tightens, it was the UX. If it stays, it’s the audience. Also track: bounce rate, time on page, add-to-cart rate. Those are the hidden metrics that tell you what’s actually happening. The CTR by itself is meaningless without that context.
Pro tip: build a dashboard that shows CTR and purchase conversion and purchase value. A US click might be worth 3x more even at lower volume. That’s the number the brand actually cares about. RPM (revenue per thousand impressions) is way more useful than CTR for comparing content across markets.
What you’re describing is the difference between engagement metrics and business metrics. Engagement metrics (CTR, views, time watched) tell you which creative is more engaging. Business metrics (revenue per order, customer acquisition cost, lifetime value) tell you which actually makes money. In your case: Russian content drives more clicks = more engaging creative. US content drives more purchases = better business outcome. If I’m a brand, I care about business metrics. So here’s what I’d recommend: position your analysis that way. “The US content converts 1.5x better per impression, which means lower CAC for the US audience.” Suddenly you’re not comparing apples and oranges. You’re showing the business value of the work. And yes, there’s likely a landing page or market-specific issue driving the difference. But that’s not your problem to solve as a content creator—that’s the brand’s problem to solve with their marketing/ops team.
Also important context: impulse behavior is real. Russian TikTok users (especially younger demographics) tend to be more impulsive clickers. US audiences tend to be more deliberate. This isn’t good or bad—it’s just different. When you’re talking to the brand, I’d frame it this way: “Russian content is better for reach and awareness. US content is better for qualified traffic and conversion. We should probably run different strategies for each market rather than expecting one message to work identically.” This positions you as strategic, not just as someone who didn’t deliver as expected.
We track this for every campaign. Key metrics for us: CTR (quality of creative), conversion rate (quality of landing page + product fit), AOV (average order value, tells you something about buyer behavior), and CAC (customer acquisition cost, the real bottom line). When a creator’s content drives high CTR but low conversion, we dig into the landing page and checkout. Ninety percent of the time it’s a UX issue, payment option issue, or shipping cost issue—not the content. So before you take blame for the lower conversion, ask the brand: did they optimize the page for Russian users? Do they offer payment methods Russian users prefer? What about shipping? That context matters a lot. And yes, market behavior is different. Position that in your next conversation: “Let’s run a test where we A/B the landing page experience simultaneously to isolate whether it’s the creative or the user experience driving the difference.”
Honestly, as a creator I track completion rate (how much of the video people watch), because that tells me if the content is actually engaging. CTR is next, then I try to understand what happens after the click. But that part is usually on the brand—I can’t control their landing page. What I can control is whether people watch my video to the end and want to click. If I’m hitting that, I’ve done my job. If they click and bounce, that’s on the landing page. I always emphasize this when talking to brands: “I can make the best content in the world, but if your landing page sucks, it doesn’t matter.” That usually gets them to look at their side of the funnel.