The Invisible Split Test
When Your Creator Network Teaches You Positioning Like No A/B Test Ever Can, Google Ads CPC Inflation Is Real, and more!
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đľď¸ââď¸ The Invisible Split Test: When Your Creator Network Teaches You Positioning
đ Google Ads CPC Inflation Is Real â But How Bad Is It?
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đľď¸ââď¸ The Invisible Split Test: When Your Creator Network Teaches You Positioning
It started like most affiliate pushesâproduct sent, briefs written, guidelines included.
We gave 12 creators the same inputs. Product. CTA. Links. But when the content started rolling in, something unexpected happened:
They didnât follow the script. They followed their instinct.
One called our product âa meal-prep lifesaver.â
Another described it as âa luxury supplement.â
A third led with âfinally, something that doesnât taste like cardboard.â
Same SKU. Twelve different stories. And while marketing-me wanted consistency, operator-me started paying attention.
Because one of those angles drove 6x more Amazon add-to-carts than the rest.
The Test You Didnât Intend Might Be the One That Works
We didnât realize it at the time, but we were running the most honest positioning test weâd ever launched.
No copy teams. No dropdown variants. Just creators framing the product as they saw it, and their audiences reacting in real time.
We looked past views and clicks. We watched the session behavior:
Who drove longer page visits?
Which viewers actually added to the cart?
Which storylines sent bounce-proof traffic?
Once we saw it, we couldnât unsee it.
Positioning was being co-written by our affiliates, and the traffic proved them right.
From Brand Voice to Behavior Mapping
We used to think of creators as distributors. Now we use them for discovery. Every campaign is now dual-purpose:
Drive performance
Surface positioning we wouldnât have thought of in the war room
We borrow their language, run it in paid, rework our PDPs, and even rename bundles based on what stuck in the comments.
Amazonâs not broken. But your mix might be.
With Levanta, we donât just scale performance-based creatorsâwe listen to them. Then we track which storylines bring high-quality traffic that Amazonâs algorithm actually lifts. Get your free Levanta Projection here.
We still test headlines.
But now we let 50 creators run the test for usâwith real people, real clicks, and stories no brand strategist couldâve guessed. And weâre better for it.
đ Google Ads CPC Inflation Is Real â But How Bad Is It?
Insights from SEL
Advertisers often assume that CPCs on Google are rising steadily, but the actual rate of inflation depends on where you look. By comparing data from Google, WordStream, and real ad accounts, the truth becomes clearerâand more urgent for budget-conscious marketers.
The Breakdown:
1. Googleâs Own Data Shows Modest Growth - According to Alphabetâs annual reports, CPCs grew only 2.33% per year between 2019â2024, suggesting manageable inflation. But these figures reflect global averages across platforms, which likely mask country-specific and industry-level spikes.
2. WordStream Benchmarks Suggest Faster Inflation - WordStream data shows a 4%+ CAGR across most industries, with categories like Apparel/Fashion seeing a CPC CAGR of 5.18%. That means over half of the industries now face CPC inflation that outpaces the US consumer price index.
3. Real Ad Account Data Tells a Sharper Story - Agency-managed accounts reveal an average 11.75% CPC increase over 5+ years, with sectors like eCommerce showing a CPC CAGR of 4.68%, indicating that real-world advertiser costs often rise faster than industry benchmarks suggest.
4. Rising CPCs Can Crush ROI If Left Unchecked - Without corresponding improvements in conversion rates or price increases, higher CPCs directly shrink profit margins. If youâre spending more for fewer clicks and static returns, your ads become less sustainable over time.
If your CPC growth outpaces industry averages or CPI, you're at risk of diminishing returns. Auditing and adjusting strategy now, before it snowballs, is key to long-term growth, budget control, and campaign profitability.
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