Does AI recommend
your products?
When a buyer asks AI what to buy, does it name your brand and your SKUs? Track your shopping recommendation rate against competitors — every figure with its real sample size.
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Ordinary AI visibility asks whether AI mentions your brand. Shopping visibility asks the harder, more commercial question: when a buyer asks AI what to buy, does it recommend you? Same models, same scan schedule, same honest measurement.
Everything in AI Shopping Visibility
Purchase-intent tracking that goes past brand mentions and down to the individual SKU.
Shopping recommendation rate
Across every purchase-intent run, how often AI actually recommends you — as a percentage, with the exact run count and a ± margin of error.
You vs competitors
Line your rate up against each competitor you track, each with its own rate, margin of error and share of recs — a true share of voice for buying answers.
Product & SKU-level tracking
Track individual products, yours and competitors', and see the recommendation and head-to-head win rate for each one.
Discover untracked winners
When an answer names a product you haven't added, it surfaces with how often it appeared — one click to start tracking it.
Feed & Merchant Center import
Import your catalog from a Google Shopping XML, CSV or TSV feed, or connect Google Merchant Center for a read-only sync.
Feed AI-readiness score
Weighted coverage of the fields AI shopping assistants actually rely on — GTIN, availability, price, images — with the biggest win called out first.
Where AI looks for answers
See which domains AI leaned on across your shopping runs — your own site, marketplaces, or community and review sites — and your own-site share.
Straight into client reports
Shopping visibility, top recommended products, feed readiness and schema coverage are all first-class report widgets.
The number that answers "is AI selling us?"
Your shopping recommendation rate is the share of purchase-intent runs in which AI recommended your brand. It sits next to every competitor you track, so you can see at a glance whether AI is steering ready-to-buy shoppers toward you or toward a rival.
- Every rate carries its sample size and a ± margin of error
- Low-confidence note while the sample is still under ten runs
- Share of recs shows who wins when a recommendation is given
- Set a product category and we seed purchase-intent prompts for it
Lumière — shopping recommendation rate
Purchase-intent runs, last 30 days
27/50 shopping runs recommend you · ±7% · n = 50 runs
Products AI recommended that you're not tracking
One click to start measuring them
Find the SKUs already winning in AI answers
When a shopping answer names a specific product you're not tracking, CrunchJunkie surfaces it with how often it appeared. It's the fastest way to find the products AI already puts in front of buyers — yours or a competitor's — and start measuring them.
- One-click Track adds a discovered product to your list
- "Your products AI never recommends" shows the clearest gaps
- Per-SKU recommendation rate and head-to-head win rate
- Drawn from real scan data — nothing is estimated
Bring your whole catalog in minutes
You don't have to add products by hand. Paste a feed URL, upload a file, or connect Google Merchant Center directly. Everything normalises into the same shape, so tracking, filtering and bulk actions work identically whichever route you take.
- Google Shopping XML, CSV and TSV feeds supported
- Read-only Merchant Center sync — we never write to your catalog
- Filter by product type, brand or price, then track all matching
- Importing never starts a scan — you choose what gets tracked
Product feed
1,284 products imported
Feed URL or file
Google Shopping XML, CSV or TSV
Google Merchant Center
Read-only catalog sync
Track as many SKUs as your plan allows
Each tracked SKU generates a purchase-intent prompt and is scanned on your project's schedule. Because scanning costs money, tracking is capped per plan — and the Shopping tab always shows the projected checks per month before you commit.
Solo
25 SKUs
Starter
100 SKUs
Pro
500 SKUs
Agency
2,000 SKUs
Scale
Unlimited
Only SKUs you actually track are scanned. See pricing for full plan details.
Measured honestly, like the rest of AI Visibility
Every figure on this page comes from real scan runs of prompts tagged as shopping-intent. Nothing is modelled, estimated or extrapolated — and every number carries the sample size it was measured over.
Real runs only
Each rate is a straight count over actual purchase-intent scans. A product with zero runs never appears.
Sample size on every figure
Run counts and a ± margin of error sit beside each number, with a low-confidence note on small samples.
We flag what we can't see
Signals a standard feed can't carry — product reviews, for instance — are called out as notes rather than quietly scored.
Find out whether AI recommends you
Connect a brand, add your catalog, and see your shopping recommendation rate against competitors on the first scan.