AI-channel revenue for ecommerce

Shoppers are asking AI what to buy.Make sure it answers with you.

ChatGPT, Claude and Perplexity shortlist a handful of stores per answer. Misfit finds every provable reason agents can't read, parse or trust your catalog — and shows you the fix, with before/after proof.

What agents answer todayLIVE IN EVERY CHAT
shopper asks  “best swim shorts for big guys australia”
agent shortlists  
your store  not mentioned
after misfit  ✓ your store — fully readable by every agent

AI shopping isn't coming. It's already here.

Shoppers have started asking agents instead of search engines — and the stores agents can read are taking the sales.

15×
growth in AI-driven orders on Shopify, Jan 2025 → Jan 2026
805%
year-on-year jump in AI-referred traffic to US retail sites, Black Friday 2025
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Shopify's agentic storefronts are now on for every store — agents are already reading your catalog

Sources: Shopify, Adobe Analytics & industry reporting, 2025–26.

Five stages between a shopper's question and your revenue.

It's a sequence — a failure at any stage zeroes out everything after it. Misfit tests every one. Every finding is a fact you can check yourself: a blocked bot, a missing GTIN, an agent quoting the wrong price.

01

Retrievable

Can agents reach you at all?
We check robots.txt access for every agent bot, server-side rendering, feed health.
02

Understandable

Can agents parse what you sell?
We check GTIN, price, availability and validated product schema on every page.
03

Recommendable

Do you make the shortlist?
We check your category's real prompts against ChatGPT, Claude and Perplexity — and report exactly where you appear and where you don't.
04

Accurate

Is the agent telling the truth?
We check wrong prices, dead links and invented specs — caught before they cost sales.
05

Measurable

Can you see the money?
We check exactly what AI channels are worth — sessions, conversions and revenue, per engine. No vibes, receipts.

Your competitors aren't on the list yet.

We're opening access in small cohorts. Join the waitlist now and you'll be at the front of the line when your category opens.