
When the AI Shops, Coupons Don't Work
Shopping assistants that buy on a customer's behalf don't clip coupon codes. They read structured feeds. Here's how to make your offers agent-readable.
From the team
Notes on recommendations, attribution, and growing revenue from your store.

Shopping assistants that buy on a customer's behalf don't clip coupon codes. They read structured feeds. Here's how to make your offers agent-readable.

De minimis ended and duty rates moved. The question isn't whether costs rose — it's whether to add a surcharge, raise the price, or absorb. Here's the math.

A free gift, 10% off, and free shipping can all 'convert' — but they cost wildly different amounts per incremental order. Here's the ranking method, worked out.

Post-purchase converts at double-digit rates — which is exactly why the number lies. Here's how to measure what the offer actually added, net of refunds.

Roughly 70% of carts are abandoned. The reflex is to fire off a discount. But the top reasons people leave aren't price — so a discount often pays customers who were coming back anyway.

The FTC is scrutinizing 'surveillance pricing,' four US states have enacted personalized-pricing laws, and regulators are fining fake urgency. Here's the line — and how personalized offers stay safe.