Feature
Product Visibility
Track how AI shopping answers rank and price your actual products.
AI engines don't just recommend brands anymore — they recommend specific products, with prices, in shopping-style answers. If ChatGPT quotes your product at last season's price or recommends a competitor's SKU for your best category, you're losing sales inside an interface you can't see.
Geonimo tracks visibility at the product level: how often each product is mentioned in relevant AI answers, what price the AI quotes for it, and which competing products win the recommendations you're missing.
Per-product mention rate
Every product tracked individually: how often it appears in AI answers to category and comparison prompts, trending daily per engine.
AI-quoted price monitoring
The price AI engines state for your products — flagged when it diverges from your actual price, because a wrong quoted price silently kills conversions.
Product-level competition
See which competitor SKUs win the answers in each category, so merchandising and content teams know exactly which products need visibility work.
Shopping surface coverage
Purpose-built for the shopping experiences engines are shipping — ChatGPT shopping answers, Google AI shopping results and category recommendation prompts.
The product is the new landing page
In AI shopping answers, the engine picks a handful of products, states their prices and links them. Brand-level visibility can look healthy while your hero products lose every head-to-head. Product-level tracking exposes the layer where e-commerce revenue is actually decided — including the failure mode nobody watches for: engines quoting stale prices or discontinued variants pulled from outdated sources.
Fixing product-level gaps
Product visibility problems have concrete fixes: product schema completeness, feed accuracy, review coverage, and presence on the comparison pages engines cite for the category. Geonimo ties each underperforming product to its gap and feeds the fixes into your team's queue — the same measure-diagnose-fix loop as brand tracking, applied to the SKU level where e-commerce GEO is won.
Frequently asked questions
Which AI shopping surfaces does this cover?
Product-style answers across Geonimo's tracked engines — including ChatGPT's shopping-style recommendations and Google's AI shopping results — wherever engines return specific products with prices for your tracked prompts.
Why does the AI-quoted price matter?
Because buyers treat it as the truth: if ChatGPT says your product costs more than it does, price-sensitive buyers filter you out before ever reaching your site. Quoted-price monitoring catches divergence so you can fix the sources engines pull pricing from.
Is this useful outside e-commerce?
Yes — any business whose offerings are compared as discrete items benefits: SaaS plans, insurance products, course catalogs. If engines recommend "products" in your category, product-level tracking shows which of yours win.
Works together with
Learn the concepts
See product visibility on your data
Book a free audit — first insights on your AI visibility within 24 hours. 7-day free trial on every plan.
Get your free audit