The wrong output here is a price flag with no evidence, since merchandising has to be able to dismiss one in a single read. Every flag carries the product's price, the range its siblings occupy and how many of them were compared, so a flag built on four neighbours reads differently from one built on ninety. Hermes performs that comparison on open weights, with the product and image reads attached.
Run a staged conversation — no account needed. The agent handles it for real while a simulated world answers its tool calls; nothing touches real accounts, and nothing is actually sent.
Merino Base Layer - Womens
PaidRosa Tavares, merchandising · nordkap-outdoor.myshopify.com
Created 08:40 as a draft. Description runs to twelve words, one image on the product and none on the three colour variants. Variants: Slate 89.00 CAD, Moss 89.00 CAD, Rust 8.90 CAD. Product type is blank, vendor is Nordkap, no tags. Eighteen other base layers in the store sell between 79.00 and 119.00 CAD.
Using this template drops you into a guided setup. It asks exactly this, nothing else:
Connect Shopify
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Connect Slack
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Listing standards
What a finished listing looks like in your store: the title pattern, the shortest description you accept, how many images and which angles, the tags and product type you require, and the price gap against similar products that is worth flagging.
Runs on Hermes
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Watch it handle a test run
A staged conversation against a simulated world — then it’s live.
A number on its own is noise. Price, range and the size of the group compared make a flag arguable or dismissible in one read.
Comparisons are limited to products sharing the new one's type, vendor or collection, so the range means something in a store carrying thousands of unrelated items.
Nothing stops it, and that is correct behaviour: a cashmere overcoat priced at four times everything around it is either a decision or a lost decimal point, and only a person knows which. What the note owes you is enough evidence to tell them apart at a glance. If a category is legitimately spread that wide, say so in your standards and raise the gap worth flagging.
Free to start. Guided setup, a test run against staged conversations, and it's live.