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- ASR Sunday Brief #8
ASR Sunday Brief #8
What Shopify operators were talking about this week
From the founder:
Welcome back to the ASR Sunday Brief - issue #7.
Quiet observation from this week's data. When we started tracking intent submissions back in the spring, operators asking about AI were mostly asking for help writing things faster. This week they're asking for help fixing their product catalog. Same technology. Completely different job. More below.
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Welcome to the brand network
These are a few brand operators that joined us this week:
Bryce R. – Owner, US · Food & Drink · Plus plan
Zoe B. – Owner, Australia · Pet & Supplies · Basic plan
Taylor J. – Customer service, US · Apparel · Plus plan
Start a project to meet these participants and others like them.
Popular projects last week
After "Order Placed" is where >20% D2C revenue quietly leaks. Let's find yours.
Research Call · Incentive: $250 · 60 mins
Seeking idea validation from Women's Fashion brands who sell a ready-to-wear catalog
Research Call · Incentive: $150 · 45 mins
Seeking Shopify merchants: feature feedback on AI tools for marketing, email, store operations & analytics
Research Call · Incentive: $85 · 60 mins
Pattern of the week
AI just kept moving in the intent data.
Four operators this week named AI specifically for their product catalog - ad creative for individual SKUs, product-level suggestions, product data structured for AI search, catalog-level personalization. Not email content. Not customer service. Not internal tooling. The product itself.
For context on the arc: six months ago the AI conversation in our network was about writing copy faster. Three months ago it was AI discovery (AEO, GEO). Last month it was internal ops. This week it moved another step - down into the product layer.
If you're building AI into your catalog work right now - not into your marketing - you're on the newest wave. It's smaller than the previous ones. That's usually a good sign.
New App Reviews
Our brand network frequently writes reviews for apps they use. These reviews are visible from all Shopify app accounts under the App reviews tab.
1. Back in Stock: Restock Alerts
Reviewer: Other role, Health & Wellness
Operator liked | Didn't like |
|---|---|
Keeps engaged customers loyal while they wait for restocks | Not sure it's worth $240/year for a smaller shop |
Works especially well for exclusive/proprietary products only they carry | Less effective for items customers can find "everywhere" — they jump ship |
Consistent value across 3+ years of use |
2. Preorder Wolf | Pre-order now
Reviewer: Owner, Sports & Recreation
Operator liked | Didn't like |
|---|---|
Free solution that works exceptionally well for JIT and limited-edition drops | Wish shipping messages could be customized at the variant level, not just product level (some variants have different SLAs) |
Customizable messaging (e.g., expected shipping times to manage expectations upfront) | |
Quick support — has implemented user suggestions within days | |
Enables working just-in-time with suppliers instead of holding inventory |
3. Rebuy Personalization Engine
Reviewer: E-commerce Manager, Fashion & Apparel
Operator liked | Didn't like |
|---|---|
Personalized upsell and cross-sell features drive real lift | Some customizations require developer support |
AI-driven product recommendations are intuitive and flexible | Learning curve is steep for non-technical users |
Directly improved AOV and conversion rates | Occasional syncing issues with product data or theme compatibility |
Seamless Shopify integration |
From the Feed This Week
Three reads worth your time this week:
Rimjim Deka, CEO @ Littlebox India - on the 95% of fashion nobody films — fabric delays, vendor follow-ups, and dispatch chaos →
Carl Pei, CEO & Co-founder @ Nothing - on starting a consumer hardware company when everyone said it was impossible, and what he learned in the years since →
Diipa Khosla, Founder @ indē wild - on being told you couldn't build a global beauty brand around Ayurveda — and what changed →
Join our private communities
Join the ASR Brand Operator Slack
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For Shopify app founders. Apply to join →
Photo of the week
A page from the 1902 Sears Roebuck catalog. By 1908, Sears was running 1,162 pages of cross-referenced products - every SKU with dimensions, weight, price, and category tags. That was the algorithm. It was also the sales team, the recommendation engine, and the SEO. The operators asking for AI in their catalog this week are trying to do what Sears did 120 years ago - just faster, in a world where the discovery layer keeps rewriting itself.
See you next week.
Jon and team
— app store research
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