Does AI recommend
your products?
Buyers now ask ChatGPT and Gemini what to buy. Track whether AI recommends your brand — and which of your products — for shopping questions, and see how you stack up against the competition.
Part of AI Visibility · 14-day trial · Bring your own keys or go managed
Shopping visibility is the purchase-intent layer of AI Visibility. Instead of asking whether a brand is mentioned, it asks whether AI recommends it for the sale — and, increasingly, which specific products it names. Every number comes from real scan runs, shown with its sample size and margin of error.
From brand mentions to real recommendations
Everything you need to know whether AI is sending shoppers to you — and to the right products.
Shopping-intent tracking
Track the purchase-intent questions buyers actually ask — "best X for Y", "top X under $Z", "what X should I buy" — and see how often AI recommends your brand for them.
Recommendation rate vs rivals
A single headline number — your shopping recommendation rate — lined up against the competitors you track, so you know whether AI is sending buyers to you or to them.
Product & SKU-level detection
Go beyond the brand: track individual products and see the recommendation rate for each one, so you know exactly which SKUs AI puts in front of buyers.
Discover untracked winners
CrunchJunkie surfaces products AI already recommends that you're not tracking yet — one click adds them to the list.
Import your catalog
Bring products in from a Google Shopping XML, TSV or CSV feed — by URL or file — or connect Google Merchant Center and sync your catalog directly.
Prompts tailored by Crunch
Enter your product type and let Crunch generate purchase-intent shopping prompts written for what you sell — on demand, never automatically.
Does AI recommend you when it's time to buy?
Visibility tells you whether AI mentions your brand. Shopping visibility answers the harder question: when a buyer asks what to purchase, does AI actually recommend you? CrunchJunkie runs purchase-intent prompts and reports your shopping recommendation rate — with the sample size and a margin of error, the same honest measurement as the rest of AI Visibility.
- Recommendation rate on purchase-intent prompts
- Shown with sample size (n runs) and ± standard error
- Broken out you vs. each tracked competitor
- Seeded from your product type / category
Lumière — shopping recommendation rate
Purchase-intent prompts · across models
27/50 shopping runs recommend you · ± 7 pts · n = 50 runs
Products AI recommends you're not tracking
Detected in shopping answers
Find the products AI already puts forward
AI answers often name specific products. CrunchJunkie detects the products it recommends in shopping answers — including ones you haven't added yet — so you can see which of your SKUs are already winning, and add any you're missing with a single click.
- Product- and SKU-level recommendation rates
- "Products AI recommends you're not tracking" discovery
- One-click add from the discovery list
- Every figure tied to real scan runs
Bring your whole catalog in, your way
Import products from a Google Shopping feed — XML, TSV or CSV, by URL or file upload — or connect Google Merchant Center and pull your catalog through Google's Content API. Then filter by product type, brand or price and bulk-track everything that matches, up to your plan's tracked-SKU allowance.
- Google Shopping XML, TSV and CSV — URL or file
- Google Merchant Center sync (read-only, Content API scope)
- Filter by type, brand and price range
- "Track all matching" with a projected-cost preview
Product feed
1,284 products imported
Google Shopping XML · TSV · CSV
By URL or file upload
Google Merchant Center
Connect and sync your catalog
Track as many products as your plan allows
Each tracked SKU is scanned like any other prompt. You choose exactly which products to track, and CrunchJunkie shows the projected checks per month before you commit — so cost is always transparent. Bring your own API keys and per-SKU scanning is free; on Managed AI it's metered by check.
Solo
25 SKUs
Starter
100 SKUs
Pro
500 SKUs
Agency
2,000 SKUs
Scale
Unlimited
Tracked-SKU limits per plan. See pricing for full plan details · prices exclude VAT.
Measured honestly, like the rest of AI Visibility
AI answers are non-deterministic, so a recommendation rate is a sample — and we treat it like one. Nothing is generated until a scan runs, and every figure shows how it was measured.
Rate from real runs
Your recommendation rate is the share of purchase-intent scan runs in which AI recommended you — never an estimate, always tied to runs that actually happened.
Sample size shown
Each rate carries "N/M runs" and a ± margin of error, with a low-confidence note when the sample is still small, so no single answer looks like a trend.
Nothing runs on its own
Prompt generation and scans only run when you ask. "Generate with Crunch" and every scan are on-demand — nothing is fabricated in the background.
See if AI is sending buyers to you
Shopping visibility is part of every AI Visibility project. Start a project, import your catalog, and find out whether AI recommends your products when it matters.