I’ve been deep in the agentic storefronts since Shopify started rolling them out, and I was thinking about the merchant - customer relation.
When a customer buys directly through an AI platform, the checkout happens entirely inside the platform, and the customer never visits the store.
That means: post-purchase upsell apps (eg AfterSell) never fire, personalization tools have zero browsing data on this customer, no consent to marketing emails — so the Klaviyo flows won’t trigger, and they bought the product but may not even know the store name to come back.
The only touchpoint the merchant has is the order confirmation email.
So, this got me thinking about building an app specifically for this problem — something that:
Detects which orders came through agentic storefronts
Automatically sends a targeted upsell offer via the confirmation email — bundled as a draft order so the customer lands directly in checkout with free shipping
That checkout visit becomes the first time the customer actually sees your store and can opt in to marketing — turning a one-time AI buyer into a direct repeat customer
The whole idea is: the upsell pays for itself, but the real value is capturing the customer relationship before they disappear back into the AI for their next purchase.
So quick question for store owners:
Is this a problem you’re actually worried about, or is the order volume too small to care right now?
Commend if you have given a thought about the post AI purchase relationship with the customer and ways to deal with that.
Thanks!
This is something I’ve been thinking about too. You’re early on it but the trend is pretty clear - more orders will come through AI channels over time.
The confirmation email play makes sense as the one touchpoint you control. I’d also think about the physical side though. For AI-ordered items, the unboxing might literally be the first time the customer sees your brand. A good packing insert with a QR code to your store or a first-purchase discount could do a lot of the heavy lifting.
The technical part I’m curious about - how would you reliably detect which orders came through an agentic storefront? Is there something in the Shopify order metadata that flags the checkout source? That feels like the first thing you’d need to nail before building anything on top of it.
To answer your question - I think most merchants won’t care until the volume hits maybe 10-15% of their orders. But by then, whoever has the tooling ready wins.
To be honest I had given a thought about the physical QR-code, but the logistics are too complex for a merchant to send personalised QR code cards. However, I believe this will have the best conversion rate.
To your question - Shopify attributes agentic storefront orders with distinct channel handles (in the channelInformation object which you can export via GraphQL). If I remember correctly Shopify has documentation on this.
Seeing the same thing once Shop’s agentic carts started handing us “ghost” customers who never step onto the site. Tagging those orders at the source lets us treat the confirmation email like our only window, so we drop in a draft checkout link with a simple bundle and nudge for marketing opt-in. It’s a tiny lift but at least it turns the AI receipt into a branded touchpoint instead of a dead end.
That’s exactly what I’ve been exploring. Are you doing the tagging and draft order links manually per client, or have you automated it? I’ve been building tooling around this exact flow — detection, automated draft order upsell in the confirmation email, consent capture on the checkout page, but not sure if this is a merchant concern.
Right now it’s semi-automated: we tag agentic-origin orders at ingest, then trigger a post-purchase path with a pre-built draft checkout offer. Still tuning per merchant on timing, offer type, and consent wording.
From what we’re seeing, volume is still early, but the risk is real — if you don’t create that first direct touchpoint, the customer just disappears back into the assistant layer.
Curious what you’re seeing on conversion from that first “AI receipt → direct checkout” step?
Unfortunately I don’t any data on this, as I have not applied it. This is actually the reason I am posting here - Understand if this is something the merchants find painful at all.
We’ve started seeing orders flowing in from ChatGPT, and while they aren’t totally anonymous, I agree that the ID alone isn’t sufficient. We’re exploring identity linking to substantiate loyalty rewards in these flows—if a member isn’t recognized during the checkout, the whole retention loop is in trouble.
Shopping by chat is a default way to NOT have to deal with merchants getting in your face.
Don’t kill golden geese by strangling them with wacky wavy inflatable arms.
This flow is already possible with existing tools, free even, and the companies that think they are soooo brilliant to set up a nag flows will do so with the tools they have already to force their muddy shoes in peoples doors AFTER a clean and pleasant buying experience.
Not an easy moat to fill in.
That’s the entire appeal, talk/search → get product → done.
A literal actual shopping experience.
That gets around every merchants overbloated annoying site insisting on itself.
With excess UI, pointless slideshows, images of items of don’t link to those products or the product just plain doesn’t exist, wheel spins, exit nags, optins optouts, sign up nags, email spam etc etc on on and on and on ad nauseum. https://how-i-experience-web-today.com/
So when such LLM based channels get any amount of traction they will take off exponentially outpacing other channels because the practices of anti-consumer merchant-ecommerce and website design anti-patterns have made shopping hostile as a CULTURE .
Even convo’s like this are actively hostile towards consumers in scheming to find ways for businesses to insert themselves where they are not wanted.
Because that culture has proven themselves incapable of not abusing trust as a whole and gumming up the world.
With the hilarious irony of merchants obliviousness towards trying to insert themselves in an experience whose fundamental reason for existing is to specifically to replace businesses & people.
only touchpoint the merchant has is the order confirmation email
Do additional branding/marketing in the packaging for agentic purchases.
Branding should be apparent on the merchandising.
If a merchant has to do it in spam mails I can’t even describe how dumb a move that is even before current AI tech; now peoples inboxes will have their own defense LLMs to strip out nonsense into summaries and image blocking is gonna be a norm.
Any app trying to niche this is gonna have a bad time as it’s literally positioning itself against more general tools.
While trying to capture the types of merchants that don’t stay in business long because they don’t know how to not annoy their customers or do basic things like packing inserts or customize the default notification templates, or not even know what the term “upsell” is.
Such an app would need killer positioning, an amazing name, locked in demographics, get the right traction in the right spaces and have the right features to not be immediately replaceable; that is a loooot of dice rolling.
Great discussion. There’s a protocol-level angle that might help frame both sides of this.
@PaulNewton’s core argument is hard to dismiss - customers chose the AI surface specifically to avoid the friction that merchant sites have become known for. The spec designers seem to agree. The UCP spec (the open standard behind Google AI Mode and Shopify’s agentic checkout) includes Identity Linking (OAuth 2.0, stable since launch) but it’s designed as shopper-initiated. The shopper opts in to carry over their loyalty benefits, member pricing, and saved preferences. The merchant can’t force it. That’s a meaningful distinction from traditional retargeting.
@YangW_Stabile - what you’re describing is exactly what Identity Linking is built for. If your loyalty members link their accounts through OAuth, they get recognized during agentic checkout automatically. Without it, you’re right, the retention loop breaks. Worth looking into whether Shopify surfaces this yet on their end.
On the practical side - lumine and PaulNewton both landed on the same thing: physical touchpoints. For agentic orders, the unboxing is literally the first time a customer sees your brand. That’s your highest-ROI moment, not the confirmation email. Customized packing inserts, branded packaging, a QR code to your store with a loyalty offer.
The channelInformation detection that iskarts and Geoffy are using is solid - the UCP spec expects merchants to handle agentic orders via server-side webhooks rather than storefront JS. If you’re building flows off that, just keep them lightweight. The confirmation email is the one digital touchpoint you control, so make it count without making it a nag.
One thing nobody’s mentioned yet: the March 19 UCP update added Cart capability (multi-item baskets). As AI agents start building larger orders per session, agentic orders become higher-value. A customer who bought 3 items through Gemini is a very different follow-up opportunity than a single impulse buy.