I Used to Dread the Question "So Which Channel Is Actually Driving Revenue?"
You know that moment. Someone at the table, usually your CEO or CFO, leans forward and asks you to prove it. Prove which campaign moved the needle. Prove which channel is worth the spend. And you sit there knowing in your gut that the work is working, but the data will not tell a clean enough story to save you in that room.
I have been in that seat. It is an awful place to be, and I spent way too many years thinking it meant I was doing something wrong.
Turns out, most of the time it does not mean that at all. It means you have walked straight into what Matthew Timlin calls the attribution trap. And if you have not heard Matthew break this down in his own words, I really want you to go listen to Episode 50 of Revenue Rewired first. Come back after. It is the conversation I genuinely wish I had recorded five years ago. Listen on Spotify, Apple Podcasts, Amazon, or YouTube.
What I am going to do here is walk you through the parts that hit closest to home for me, and that I think will hit closest to home for you too.
The Attribution Trap Has Nothing to Do With How Smart You Are
Here is the thing nobody tells you when you are building out a multi-channel strategy: the cleaner your attribution looks, the more limited your marketing probably is.
The attribution trap is not about bad data. It is about a mindset. It kicks in when you, or your leadership team, start demanding a perfect direct line from a specific campaign to a specific dollar before anyone is willing to call something a success. And I get why that happens. Budgets are real. Stakeholders want answers. You need something concrete to point to.
But Matthew made a point that I have been turning over in my head ever since we recorded. He said that after ten years running paid media, he has learned to trust his gut in ways the data just cannot always validate. That might sound uncomfortable if you are someone who lives in dashboards. It was for me at first. But once he explained why, it made complete sense.
“The story has just changed dramatically in how businesses need to look at how to allocate their budget. You get trapped doing the same old thing, focusing on one or two channels, and the growth is only going to be as much as you buy into that system.”
When you are waiting for data that will never be perfect, you stop moving. And while you are standing still, your competitors are iterating.
Why the Single Channel Comfort Zone Quietly Kills Growth
I want to say something kind here before I say the hard part. Running one channel well is genuinely impressive. A lot of companies never even get there. If you have built real momentum on Google Ads alone, or LinkedIn alone, that is not nothing.
But there is a ceiling. And the frustrating thing about it is that you usually cannot see it until you have already hit it.
Matthew described it in a way that stuck with me. When you only run bottom-of-funnel, intent-driven campaigns, you are fishing from the same pond over and over. The people who are already searching for what you sell, already almost ready to buy. Great. Convert them. But that pool is not infinite. Once you have cycled through it, your costs start climbing, your efficiency drops, and growth just stops.
What refills the pond? Top-of-funnel work. New people who have never heard of you, discovering that you exist. That work happens higher up, and it almost always looks murky in your attribution reports. But it is what makes the bottom of the funnel work at all.
The murkiness is not the problem. The murkiness is proof the channels are doing their job.
Your Funnel Is Only as Good as Your Understanding of How People Actually Buy
One of my favorite things about talking to Matthew is that he does not talk about the funnel like a textbook. He thinks about it the way a real buyer thinks about it. And that small shift changes everything.
At the top, someone sees your brand. They are not interested yet. They are barely paying attention. But something registers.
In the middle, they are doing their homework. Googling you, reading reviews, comparing you to three other options, and getting hit by retargeting ads from every competitor who figured out they are in research mode. This is where you either show up consistently or you lose them to whoever does.
At the bottom, they are ready. If you have been present throughout the journey, the close feels almost natural. If you only showed up at this last stage, you are fighting for someone who barely knows you, and the only differentiator left is price.
Matthew pushed me to think about how long that journey actually takes for your customers. Because until you understand that timeline, any attribution model you build is just a guess dressed up in a spreadsheet.
There Is No Magic Channel Split. But There Is a Right Way to Find Yours.
I hear this question constantly: should we be on Google or Meta? And I understand why people ask it. They want to feel confident their money is in the right place.
The honest answer, the one Matthew has stress-tested over a decade of real client budgets, is that it depends entirely on how your specific customers move through their buying journey. Some clients thrive on 80% Google and 20% Meta. Some flip that entirely. Some find that LinkedIn is filling a middle-of-funnel gap that neither Google nor Meta can touch.
The formula is not the split. The formula is understanding your customer well enough to build a split that actually serves how they buy.
What Matthew said that I keep coming back to is this: when you get the balance right, the channels stop competing and start compounding. Something you ran on Meta three weeks ago quietly raises your branded search volume on Google. You cannot see that in a single-channel dashboard. But you feel it in revenue.
I would rather have a client not know exactly what channel drove every conversion, but tell me their revenue went up 25 percent over the month. After ten years, I trust that gut feeling. The data does not always tell the whole story.
The AI Conversation Everyone Is Having Is Missing Half the Picture
I want to share the part of our AI conversation that I did not expect, because I think it is the part most people are skipping right over.
Most of us think about AI from the consumer side. Our buyers are using ChatGPT to research purchases, so we need to show up there. That is true and it matters. But Matthew barely talked about that. He spends most of his time thinking about the other side: the AI that is already baked into Google Ads, Meta's algorithm, every major ad platform. The machine learning that decides who sees your ad, when, and at what price.
He reads the developer notes. The platform changelogs. The technical updates that almost no one in marketing touches. And that is not a small competitive edge. That is the difference between running a strategy built for how the platforms worked two years ago versus how they actually work today.
If you are not thinking about AI from that angle, it is worth the episode alone to hear how Matthew frames it.
Practical Things You Can Actually Do This Week
If you want a clearer view of your customer's full path, and not just what the platforms are willing to take credit for, there are tools built for exactly this. Matthew mentioned Triple Whale and Hyros as solid options. Ruler Analytics is another one worth a look. They pull together cross-channel data so you can see the actual journey, not just the last click.
They are not free. But making major budget decisions on incomplete data is not free either.
And if a full attribution platform is not where you are right now, do this one simple thing: add a question to your lead form that asks how they heard about you. Not a dropdown. An open field. Real people will tell you things in their own words that no algorithm will ever surface. That signal is genuinely valuable.
Questions That Come Up Every Time I Talk About This
What is the attribution trap, in plain terms?
It is what happens when you refuse to act on anything until you have perfect, channel-specific proof. In a world where buyers touch your brand six or seven times before converting, that proof almost never exists in a clean form. Waiting for it means staying stuck while everyone else is moving.
Can you actually get clean attribution?
Sometimes, depending on which channels you pair. Google with LinkedIn tends to give you a cleaner read than Google with Meta, since Meta fights hard for credit on almost everything. But once you are running a real omnichannel strategy, some overlap is just part of the deal. The goal is not clean. The goal is clear enough to make good calls.
How do I know if I am in the right channels?
Start with how your customers actually buy. What does the journey look like from first touch to close? How long does it take? What are they doing in between? Then ask whether your channel mix is showing up at each stage of that journey, or just camping out at the end waiting to collect a conversion.
My CEO wants one number to prove ROI. What do I say?
Be honest that marketing rarely fits into one number cleanly, and then bring the fuller picture. Revenue trends over time. Lead quality. Sales cycle length. Cost per acquisition across quarters. The story you are telling with those numbers is more defensible and more honest than any single attribution metric.
What tools help most with attribution?
Triple Whale and Hyros are worth looking at if you are serious about paid media. Ruler Analytics is another strong option. And honestly, do not underestimate the humble open-text form field that just asks people how they found you. You will be surprised by what they tell you.
About Matthew Timlin
Matthew Timlin is the founder and lead strategist at 90West Digital. He has spent over ten years scaling brands through paid media and is one of those rare people who is genuinely obsessive about revenue without being precious about strategy. He will throw out what is not working without blinking. He reads developer notes from ad platforms for fun. I mean that. He is the kind of person you want in your corner when the numbers are not making sense.
Let's Talk.
If any of this is hitting close to home for you right now, whether you are staring down a budget conversation, trying to make sense of your channel mix, or just tired of not being able to tell a clear story about what is working, reach out to my team at StringCan Interactive. This is exactly what we do, and we would genuinely love to help. Connect with us now.
