This has been my biggest headache this year. I’m running campaigns across TikTok and Instagram, with audiences in Russia and the US, and I have NO idea if my influencer spend is actually working or if I’m just throwing money at creators because it sounds good.
The problem isn’t that I don’t have data—it’s that I have too much data, and none of it talks to each other. My TikTok metrics look amazing compared to Instagram, but when I try to compare ROI, everything falls apart. A creator with 100k followers on TikTok Russia performs nothing like a 100k follower creator on US Instagram. And when I try to pile all of this into a spreadsheet, I end up with 47 different metrics and zero clarity.
I tried the usual suspects: engagement rate, click-through rate, follower growth. But these numbers mean completely different things depending on the platform. A 5% engagement rate on TikTok is standard. A 5% engagement rate on Instagram Reels? That’s actually pretty weak. And don’t get me started on trying to normalize across languages and markets.
What actually started to help was getting more granular. Instead of just looking at campaign-level metrics, I started tracking what ACTUALLY matters to my business: which creators are driving actual audience behavior? Which ones are just inflating vanity metrics? Are my followers from a TikTok influencer partnership the same quality as followers from an Instagram partnership?
I realized I needed to build comparison baselines per market and per platform. Like, “for TikTok creators in the Russian market with 50k-100k followers, what’s the realistic engagement rate? What’s a realistic conversion if this is UGC content?” Once I had those baselines, suddenly my data made sense.
But here’s where I’m still struggling: I can see what’s working NOW, but it’s hard to know if these metrics will hold up over time. And I can’t find a system that lets me compare creator performance across such different environments without losing my mind in spreadsheets.
How are you actually calculating ROI when you’re working across multiple markets and platforms? Are you using different metrics for different regions, or are you trying to normalize everything? And more importantly—what’s the ONE metric that actually tells you whether an influencer partnership was worth it?