DTC1058: Reactive Loop, AI Research, Affiliates, and Meta Attribution Change

Good morning,

Here’s what you’ll find in today’s DTC:

1️⃣ How AI has disrupted the customer buying journey in 2026
2️⃣ Did your Meta conversion rates just tank? Here’s why and how to pivot.

You’re reading this newsletter along with new subscribers from: Athlos Fitness, Babel Organic, and This Is Silk. 👋

‍🧐 When Did the Plan Stop Being the Plan?

It’s not when your marketing plan fails. It’s earlier.

Performance dips slightly. A channel softens. Costs creep up just enough to make you uneasy… and the team makes a “temporary” adjustment.

Then another. Then another...

Nothing feels dramatic, but over time the plan starts to lose its shape. What began as a clear direction turns into decisions reacting to whatever just happened.

We surveyed 540+ DTC operators and broke down the results with Keen and saw this pattern everywhere:

• 70%+ review performance at least weekly
• Nearly 70% only trust forecasts 3–6 months out
• 41% say execution is where plans break

Individually, those look like strengths. Together, they create a system where plans don’t get executed; they get reshaped.

‍🤖 Cater To Changing Customer Shopping Habits and Update Your Site for AI Discovery

Getting clicks isn’t enough anymore.

AI has opened up a whole new world for consumers to use when researching and comparing products before purchasing.

The Pilothouse team shares a few things to consider when thinking about how buying behavior and journeys are changing into 2026 and how to get ahead.

1️⃣ AI is picking brands for consumers

Instead of browsing through five PDPs, consumers ask AI questions like:

Which multivitamin is best for women?

Is Brand A or Brand B better for sensitive skin?

How brands can get ahead:

Make your product positioning clear on your PDPs by stating who the product is for, what makes it different, and why it’s better than competitors.

Here’s an example of a weak product description vs. a stronger one:

❌ Weak PDP Copy: At our company, we really care about how you look and feel. We started this brand because we wanted to make something special for women everywhere. Our shirts are made of the softest cotton you can imagine, and they are designed right here in the United States by a team of women who know what women want.

✅ Stronger PDP Copy: Our signature T-shirt is engineered for comfort, durability, and a perfect fit for women of all sizes (XS–4XL). Designed in the USA, it features a tailored silhouette that celebrates the female form.

Product Specifications:

• Material: 100% Premium Organic Cotton.
• Origin: Designed in the USA; Proudly shipped from Wisconsin.
• Fast Shipping: Arrives at your door in 2–4 business days.
• Fit: Inclusive sizing; pre-shrunk to maintain shape.

We are a women-owned and operated brand. We believe in supporting our community, which is why 10% of all profits are donated to local Wisconsin women’s shelters.

Frequently Asked Questions:

• Is it see-through? No, we use a heavy-weight 100% cotton weave for full coverage.
• Where does it ship from? All orders are fulfilled from our warehouse in Wisconsin, USA.

The first example has vague specs and the impact isn’t clear and upfront.

The second example is a lot easier for AI tools to scan for comparisons. It also builds trust with logistics and location info. Especially in a product category like apparel having sizing info laid out clearly is key.

2️⃣ Reviews are no longer being read

AI is summarizing reviews and consumers aren’t necessarily reading them in full.

AI tools scan reviews to identify:

• Common praise
• Repeated complaints
• Fit, quality, and usage patterns

How brands can get ahead:

Keep your PDPs updated with authentic reviews.

Diversity in tone and feedback helps AI generate accurate summaries and builds trust with users.

Apps like Okendo and Yotpo can be great for collecting reviews from customers, while platforms like Influenster can help with getting real reviews from real consumers for brands who are just starting out.

3️⃣ Page structure affects AI’s understanding

Long, unstructured sales copy is harder for AI to parse than clear, direct copy in simple layouts.

How brands can get ahead:  

Use clear headers, bullet points, FAQs, and scannable copy. Structure helps both AI comprehension and it’s easier for users to read as well.

4️⃣ AI looks for credibility signals

AI searches for trust indicators when scanning your website and recommending products.

How brands can get ahead:

Highlight certifications, guarantees, and shipping/return policies so it’s easy for AI to scrape your site.

The takeaway?

Treat your PDP like an AI brief. Lead with clear specs, sizing, and logistics. Use headers and bullet points so AI can skim your content quickly.

Make your trust signals easy to find and keep reviews fresh.

Think about the types of questions a shopper would ask AI and make sure your PDP answers it directly.

‍🫢 Your Affiliate Dashboard Is Only Telling Part Of The Story

Your dashboard sees a code get used, logs a conversion, and fires a commission.

Clean and tidy…but wrong. 🫠

That “conversion”? The coupon site may have gotten the credit… but it didn’t create the demand.

It started months ago with an ambassador who introduced your brand to thousands, a retargeting ad that stayed top of mind, and a journey your platform never saw.

Last-click attribution misses what actually drives revenue.

👉 SATHI changes that.

Built by the team behind SARAL—used by 200+ brands to drive $59M in influencer revenue—SATHI gives you full-funnel, cookieless attribution, flags code leaks before payouts, and rewards the creators who truly influence sales. 🤝

Your affiliate program is doing more than your platform can show you. SATHI lets you see it.

Use code DTC to request your free trial.

‍Meta Attribution Change: Why ROAS Dropped 40%

Meta changed its attribution settings in March, and suddenly brands saw ROAS tank, CPAs spike, and conversion rates fall off a cliff.

Chris Richards from Pilothouse breaks down what actually happened, why it’s mostly a reporting issue, and how smart operators can pivot without panicking.

You’ll learn:

• What Meta’s “engaged-through attribution” actually is and why your numbers dropped 30–45%
• Why your best-performing ads (with tons of social proof) suddenly look broken
• The real risk of overcorrecting (hint: retargeting death spiral)
• How to use MER as a simple, reliable North Star when attribution gets messy
• Why multi-touch attribution tools like Triple Whale are no longer optional

▶️ Watch on YouTube | 🎧 Listen on Spotify

‍Instagram revamps Insights. The new UI will now share skip rate and share rate over time for posts and Reels. Read more →

Google Ad delays. Ads stuck ‘in review’ for Demand Gen campaigns? Google confirms they are actively trying to resolve the issue. Read more →

AI power struggle. Elon Musk and Sam Altman face off in court over OpenAI’s founding mission. Read more →

‍📥 Got a B2B Biz?

Join dozens of B2B companies finding demand-gen success through our niche community of 150k brand leaders and founders this year. Talk to our team to learn more.

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DTC Newsletter is written by Rebecca Knight and Frances Du. Edited by Eric Dyck.

Please note that items in this newsletter marked with * contain sponsored content.