The Attribution Problem Every Growing Company Has - Fractional CMO Insights by Baron Belalov

Add up what every advertising platform says it made for you last quarter. Google, Meta, LinkedIn, whatever you're running. Now open up your P&L and look at the revenue. The first number is probably bigger. Oftentimes it's a lot bigger. I've even seen it come in at nearly double what the company actually booked. And here's the part that surprises people. Nobody's really lying. Every one of those platforms is reporting accurately. The problem is actually twofold: the definition and the attribution model. Every advertising platform counts a conversion it touched as a conversion it caused. So imagine one of your customers. They see a LinkedIn post in March. They visit your website. In April, you retarget them through a Meta ad campaign. After seeing your ads a few times, they finally click and land back on your website. Then they hop off Meta and they Google your company name to see what people think about it. They click a paid ad and they book an appointment or buy. One customer, one sale, but Meta claims it and Google claims it. 2 platforms, 2 claims, again, 1 actual sale. Multiply that across a quarter and many channels, you get a number that has no relationship to your P&L. Now, each platform is answering the question it was built to answer, which is, did my ads appear in this journey? That's a legitimate question. It's just not your question. Your question is what the whole thing returned, and no platform is positioned to answer that because no platform can see the others. There's a second problem underneath the first one, and it's worse because it changes where you spend. Most companies still default to last click. Whoever touched the customer last gets the credit. Think about that and what it rewards. It rewards the bottom of the funnel, branded search where someone types your company name because they already decided, or retargeting, where you're advertising to people who already visited, the cart abandonment email. Those channels look phenomenal and they are genuinely doing something, but mostly they're harvesting demand that something else created. Meanwhile, the things that actually created the demand, the content, the podcast, the event, the video, the ad they saw 6 weeks ago on a different device, those report terrible numbers. Because attribution can't see across devices, across browsers, across time, or across the conversation somebody had at dinner. So follow last click faithfully and you will keep shifting budget towards harvesting and away from planting. And that's actually the trap. It works beautifully right up until the field is empty. The top of the funnel dissipates because there's no demand generation. Those demand gen campaigns, they didn't look like they were doing well, so they were shut off. The retargeting pool shrinks, branded search flattens, and nobody can point to when it went wrong because every dashboard was green the entire way down. I've watched this happen. It usually takes a couple of quarters, and by the time it's obvious, no one can point to how it happened. So what do you use instead? In addition to paying attention to your channel reports, Look at one number: total revenue divided by total marketing spend. All of it. Media, tools, agency fees, right? The retainers everybody forgets about. The salary of the person running it. Call it blended return, call it marketing efficiency ratio. The name doesn't matter. What makes it useful is what it refuses to do. It doesn't ask who deserves the credit. It can't be inflated by attribution windows because there's no attribution in it. It's just arithmetic against your actual bank account. Track it weekly against a target. It also changes the shape of the budget conversation. Instead of somebody telling you Meta says its return is 8, the question becomes, we added $50,000 in spend and the blend went from 5 to 4.2. Was that trade worth it? Sometimes it is. Growth usually costs efficiency. But now it's a decision you made instead of something you find out about 2 quarters later. Okay, 2 more things and then I'll get out of your way. First, I'm not telling you to throw out platform data. Channel numbers are genuinely useful for comparing to ads, to audiences, to landing pages. Inside the same channel because the platform's bias applies equally to both options. It's a relative signal and it's fine. The failure is using them as absolute truth across channels. That's the one decision they're least qualified to inform, and it's the decision that everyone uses them for. For example, inside a channel, the team will look at the platform metrics And relative comparisons to optimize campaigns. But across the portfolio, leadership will look at the blended return reconciled to booked revenue about weekly. If you're in doubt, pick a channel that's suspicious, right? Pause it for a few weeks or however long your sales cycle is. Watch total revenue, not specifically that channel's revenue, total revenue. If total revenue doesn't really move, that channel was largely taking credit for demand that already existed. Now, I know it can feel like deliberately losing money. It's the only test that produces actual cause and effect rather than correlation, and it costs you a few weeks instead of another year of funding something that isn't doing anything. Honest caveat though, because blended return is not magic, It's crude on purpose. It moves for reasons that have nothing to do with marketing. You sign one big enterprise deal and it spikes, but a large customer churns and it drops. Seasonality throws it around. If you're in a business with a long sales cycle, this quarter's spend is showing up in next quarter's revenue. So it's a trend line, not a verdict. 6 months of it tells you something real, Whereas one month, it tells you almost nothing. But the point isn't that this one number is perfect. It's that it's the only number nobody can inflate, and every company should have at least one of those. If you found this video helpful, please subscribe to my channel. Give this video a like. I'm just trying to make marketing leadership. More accessible to owners. If you are looking for marketing leadership, go to my website to learn more, baronbelalov.com. And if I can't help you, then I probably know somebody who can.