+60%
better conversion from AI-referred retail visitors than other traffic
Source: Adobe Analytics via Digital Commerce 360, July 2026.
For Shopify brands
Know which of your products AI recommends.
We measure how often 7 AI assistants recommend each of your products, with error bars, and who they recommend instead. Then we raise those odds with store fixes and disclosed offsite work, and show you the revenue. Start with a $4,500 baseline in 10 business days.
The shift
Shoppers ask AI what to buy.
Shopify now puts eligible catalogs in front of ChatGPT, Microsoft Copilot and, for US stores, Google's AI Mode and Gemini. Being in the catalog makes you eligible. What gets you recommended is your product data and what reviews, roundups and Reddit say about you.
+53%
more revenue per visit from AI-referred retail visitors
Source: Adobe Analytics via Digital Commerce 360, July 2026.
86%
of shoppers who researched with AI checked the pick somewhere else before buying
Source: Product.ai survey of 1,463 US online shoppers, April 2026.
AI shelf space
The short list is the new shelf.
Ask an assistant for the best swim trunks under sixty dollars and it shows a handful of products. That list is the shelf. We measure how often each of your products makes it, how sure we are, and who takes the spot instead: competitors, Amazon or the retailers that stock you.
Illustrative example, not client data.
“Best swim trunks for a beach trip”
“Shorts like [competitor], but cheaper”
Shopify Odds Baseline
Seven deliverables, one readout
$4,500, fixed. 10 business days from receiving your data. Up to 3 collections and 20 hero products. Credited in full if you continue.
Shopping Questions
8–12 clusters of real shopping prompts ("best X for Y", "X vs Y", "gift for…"), mined from your reviews, support tickets, site search and returns.
Shelf Sheet
How often each assistant recommends your brand and each hero product, with error bars, plus the products that take the shelf instead.
Source Map
The 10–20 roundups, review sites, Reddit threads, videos and marketplaces behind each cluster, and the roundups you are missing from.
Catalog & Feed Check
Agentic Storefront settings, Merchant Center feed health, product markup, product IDs, and whether prices and stock are readable without a browser.
Accuracy & Leakage Check
What AI gets wrong about your products (price, sizing, materials, stock), and how often it sends shoppers to Amazon or other retailers.
AI Revenue Baseline
What AI already drives today, from Shopify's AI-channel orders, GA4 and your post-purchase survey, labelled as a floor.
90-day plan and readout
Prioritized fixes written as ready-to-ship tickets, an offsite plan, a 60-minute readout and a one-slide summary.
Timeline
Day by day
- Day 0 45-minute kickoff; store and analytics access; DPA signed
- Days 1–2 Mining your reviews, tickets, site search and returns; you review the shopping clusters (30 minutes)
- Days 3–6 Sampling across 7 assistants, 10–20 runs per prompt, recording the products, prices and links shown
- Days 7–8 Catalog & Feed, Accuracy & Leakage and AI Revenue checks
- Day 9 Report and 90-day plan drafted, edited and checked
- Day 10 60-minute readout and a retainer proposal (only if the numbers justify one)
What you provide
- Staff access to Shopify (products and reports), plus GA4, Search Console and Google Merchant Center
- Exports of your reviews, 3 months of support tickets, site-search terms and returns reasons
- Your hero products and collections (up to 3 collections and 20 products)
- A list of competitors, including the retailers that stock you
Read-only access. We sign a DPA before anything changes hands, redact personal data before any analysis, and delete raw uploads after 30 days. No changes to your store during the baseline.
Plans
Published prices. No annual lock-in.
Start with the baseline. If the numbers say it's worth it, pick a plan: $4,500/month if your developer ships the fixes, or $9,500/month if we ship them. 90 days, then month-to-month.
Start here
Shopify Odds Baseline
See which of your products AI assistants recommend, and why, before you commit to anything.
$4,500 one-time
10 business days from receiving your data
8–12 shopping clusters, up to 20 hero products, 7 assistants, one readout
Credited in full against month one if a retainer starts within 30 days of the readout.
- Shopping Questions: 8–12 clusters (40–80 prompts) built from your reviews, support tickets, site search and returns
- Shelf Sheet: how often each assistant recommends your brand and each hero product, with error bars, plus who takes the shelf instead
- Source Map: the 10–20 sources behind each cluster, and the roundups you're missing from
- Catalog & Feed Check: Agentic Storefronts, Merchant Center, product markup, and prices and stock that bots can read
- Accuracy & Leakage Check: what AI gets wrong about your products, and how often it sends shoppers to Amazon or other retailers
- AI Revenue Baseline: what AI already drives today, labelled as a floor
- A 90-day plan of ready-to-ship tickets, a 60-minute readout and a one-slide summary
Most growing brands start here
Shelf
For growing DTC brands. We find and spec the fixes, your developer ships them, and we prove the change every month.
$4,500 / month
90-day first term, then month-to-month with 30 days' notice
3 clusters worked, up to 6 store-fix tickets and 3 content or offsite actions a month
- Monthly re-sampling of every cluster on all 7 assistants, for your brand and hero products
- 3 clusters worked (the rest monitored), with 2 control clusters
- Up to 6 store-fix tickets a month, ready to ship, checked once your developer ships them
- 1 answer page a month: a buying guide, comparison or FAQ, drafted for your store
- 2 offsite actions a month: roundup pitches, review-site profile fixes and corrections
- An updated Shelf Sheet and Source Map every month, with a 45-minute readout
- A quarterly test readout: worked clusters against control clusters
- Revenue Link setup in month one: Shopify's AI channel, a GA4 AI channel and an AI answer in your post-purchase survey
- A shared Slack channel with replies within one business day
Storefront
For Shopify Plus brands. We ship the fixes on your store and earn the placements that get you recommended.
$9,500 / month
90-day first term, then month-to-month with 30 days' notice
6 or more clusters worked, up to 8 store fixes shipped by us and about 3 placements a month
- Everything in Shelf, with 6 or more clusters worked
- We ship the fixes on your store: theme, metafields, structured data, feed and catalog settings, product and collection copy (up to 8 a month)
- Changes made on a duplicate theme and published only with your approval; we never touch checkout or payments
- 2 answer pages a month
- About 3 earned placements a month in roundups, reviews and with creators, each disclosed
- Retailer-leakage monitoring and fixes
- A peak-season readiness review before Black Friday, Cyber Monday and major drops
- A full attribution build joining AI-channel orders, survey answers and GA4
- A monthly executive readout
Add-ons
- Fix Sprint: we ship the baseline's store fixes once (up to 12 tickets in two weeks) $3,500 one-time
- Extra collection in the baseline $750 each
- Extra worked cluster $750/month
- Extra earned placement $600 each
Plain terms
- Credited in full against month one if a retainer starts within 30 days of the readout.
- On Storefront we work on a duplicate theme and publish only with your approval. We never touch checkout, payments or app billing.
- Prepay a year and take 5% off. Prices exclude sales tax.
- No guarantees of placements or revenue. We commit to a process and to measured change against control clusters.
The Clean AEO Standard
Clean work, with commerce rules on top
- 01
Real reviews only
No fake, bought or gated reviews. Incentivized reviews are disclosed. The FTC's 2024 rule on consumer reviews and testimonials bans fake and bought reviews outright.
- 02
Disclosed placements
No undisclosed paid placements in "best of" roundups. Affiliate and gifting relationships are disclosed wherever the placement appears.
- 03
The feed matches the page
Product feeds and markup always match what shoppers see: the same price, stock and claims. No hidden text or prompts aimed at AI shopping agents.
- 04
No fake shoppers
No sock-puppet Reddit, forum or community posts. A brand's team takes part openly, as itself.
FAQ
Questions Shopify brands ask
Isn't Shopify's Agentic Storefronts enough?
It's a good start, and it's on by default for eligible stores. It makes your products available in ChatGPT and Microsoft Copilot and, for US stores using Google's sales channel, in Google AI Mode and Gemini. It doesn't decide which products get recommended. That comes down to your product data and what reviews, roundups and Reddit say about you. The baseline checks your setup, then measures what actually gets recommended.
Will you touch our theme?
Only on Storefront, and only on a duplicate theme you approve before anything is published. We never touch checkout, payments or app billing. On Shelf, we write exact tickets and your developer or agency ships them.
What about Amazon?
We measure how often assistants send shoppers to Amazon or other retailers instead of your store, and fix what's in our control: your product data, your site and the sources assistants cite. We don't manage Amazon listings. Amazon's own assistant, Rufus, can't be measured through official APIs, so we don't report on it.
How do you measure revenue?
Three ways: Shopify's AI-channel orders, an AI channel in GA4, and an "AI assistant" answer in your post-purchase survey. Analytics undercounts AI, so we always report the result as a floor, not a total.
We have a small catalog. Is this worth it?
The baseline covers up to 3 collections and 20 hero products, which is most of the catalog for many growing brands. It's a one-time $4,500, credited in full if you continue.
What do you need from us?
Staff access to Shopify, GA4, Search Console and Google Merchant Center, plus exports of your reviews, three months of support tickets, site-search terms and returns reasons. We sign a DPA first and redact personal data before any analysis.
Can you guarantee we'll show up in ChatGPT?
No one honestly can. Assistants rarely return the same products twice, so we commit to a process and to measured change against control clusters, reported with error bars.
Do you work with stores that aren't on Shopify?
Not yet. The store and feed work is built around Shopify. If you're on another platform, tell us and we'll say honestly whether a baseline would help.
Book
Book a Shopify baseline
Tell us about your store. We'll reply within one business day with times for a 30-minute call and the SOW.