One of the most consistent patterns we see across brands shows up the same way every time.

CPA starts rising. Creative gets blamed. Nothing fixes it as the brands keep trying more creatives.

But when we actually dig into the funnel, the issue isn’t the ads. It’s the page those ads are sending traffic to.

Because as spend increases, you’re not buying the same customer anymore. You’re buying a colder, more sceptical, harder-to-convert version of them.

And most brands are still sending that traffic to a product page built to close, not to convince.

That’s where things start to break.

In this case, the brand was sending direct traffic to product pages. On the surface, nothing looked broken:

But once we pulled post-purchase surveys, the real insight came out:

That changes everything. Because now you’re not optimising for what looks “modern” or “high converting” in general…

You’re optimizing for how this specific audience processes information and makes decisions.

And this is where most brands go wrong.

Different demographics don’t just prefer different designs. They buy differently at a psychological level

If you look at this through the lens of the “Gator vs Judge” concept:

If you send 55+ traffic straight to a PDP, you’re forcing them to:

That activates the Judge immediately, which kills conversion. And PDPs are not built for that level of education. They’re built to close, not to convince cold traffic.

This is where it shows up in numbers.

At lower spend, this brand was profitable sending traffic straight to a PDP.

Why? Because they were mostly hitting:

So the page didn’t need to do much convincing. It just needed to close.

But as spend increased, the traffic changed. They started pulling in:

And this is where CPA starts to rise. Because now you’re paying for clicks from people who:

And you’re sending them to a page that assumes they are.

CPA doesn’t rise randomly. It rises because conversion rate drops as audience quality broadens.

Nothing is broken in the ad account. The page just isn’t doing enough work for the traffic you’re now paying for or aligned to your audience enough.

Click here to book your CRO strategy session if you want to improve your full funnel experience and reduce CPA and scale - - Book a call with Paddy

Advertorials solve the exact problem PDPs create for this audience. They:

And most importantly… They match how the customer already thinks. From a CRO standpoint, this aligns perfectly with the core principle:

Older audiences especially:

So instead of fighting that behaviour… You lean into it.

Once the brand shifted from:

Ads → PDP

To:

Ads → Advertorial → PDP

or

Ads → Advertorial → Checkout

Performance improved and started to scale.

Not because the product changed. Not because the design got “better”

But because:

This is exactly what proper CRO is supposed to do.

Click here to book your CRO strategy session if you want to improve your full funnel experience and reduce CPA and scale - - Book a call with Paddy

This isn’t about “advertorials always win”. It’s about this:

Most brands skip this step and go straight to testing:

But the biggest gains always come from:

Because without that… You’re just guessing. And as we know from testing data, random ideas have around a 10% chance of winning 

If you’re seeing a similar demographic skew, here’s what we’d prioritise:

1. Funnel Structure Test

2. Copy Depth Test

3. Trust & Authority Layering

4. Reading Experience

5. VoC Integration

The reason this keeps happening is simple:

Most brands optimise for what they think works Instead of what their customers have already told them works. When you actually follow the data:

And that’s when things start to scale. Same pattern. Every time.

Click here to also get our giveaway on social media - click here

If your CPA is rising and you've already tried the creative route, the page is probably where the problem lives. We audit Shopify funnels for DTC brands and show you exactly where the conversion is leaking.

Click here to book your CRO strategy session if you want to improve your full funnel experience and reduce CPA and scale - - Book a call with Paddy

Introducing AB Genius - Shopify split-testing app.

Speaking of testing. We built a tool for this.

AB Genius is a Shopify A/B testing app we've been working on for the past few months. It lets you test prices on your store where the test price actually applies at checkout. Not just display.

You can also test headlines, images, and full page layouts.

Visual editor for content tests. AI writes the CSS. $59/mo for pro, or a free plan to try your first price or content test. → View AB Genius in Shopify App Store

EXTRA VALUE!! 😌

Want the full breakdown on how we build funnels that convert cold traffic?

I recorded a 60-minute masterclass at the DTC Growth Summit in Miami earlier this year. Covers persona research, ad-to-page congruence, and why most landing pages fail before they even launch.

Watch it here.

If you're running cold traffic and not seeing the conversions you expected, there's a good chance your funnel isn't matching where your customer actually is mentally.

We work with 7-9 figure DTC brands on full-funnel CRO. Research, strategy, landing pages, advertorials, checkout optimisation, subscription growth. Whatever the brand goal is, aligned to performance and scale.

Book a 30-minute call and Paddy will walk through your funnel live, show you where the gaps are, and explain what we'd do differently.

Paddy