What AI says about your products — and how it sees your competitors
Every day customers ask ChatGPT and Alice things like "which smartphone should I buy," "which coffee machine to pick," "which face cream is better." AI answers with specific models. We show which ones — for your brand and the ones it places next to you.
Activation tailored to your commercial categories. We'll be in touch within one business day.
- 10+ AI providers
- Daily refresh
- Products, brands, sources
A real Alice answer to a commercial query
Query: premium coffee machines. Alice answered with four models. Each one cites the source Alice leaned on to shape the answer.
If you make coffee machines, this table tells you three things. One — which exact models Alice recommends right now. Two — your position among them. Three — who's "convincing" Alice to mention you: your own site, a review outlet, or a niche resource.
Same question — different answer
ChatGPT answers the same question with five models, plus price and retailer. The competitor mix changes; Jura leads. That's the gap between two AI surfaces — and between two groups of customers arriving from different platforms.
One query — two lists, two leaders, different prices and retailers. Optimize for one surface and the other becomes a blind spot — where a competitor that doesn't even appear on Alice may already be winning.
Not "mentioned or not" — five dimensions in one pass
We break each AI answer into products, competitors, and sources, so you see not just the mention — but the context: who's next to you, whose content shapes the answer, and where AI sends the buyer.
The specific product
We extract model names and SKUs: "PrimaDonna Elite ECAM650.85.MS", "iPhone 15 Pro Max", "Redmond SkyKitchen RMK-CB391S". Not just the brand.
Position in the answer
Where the product sits among competitors. First, last, middle — the gap in clicks and orders follows from there.
Neighbors in the answer
Which brands and models AI placed next to yours for this specific query. The comparison set the customer actually sees.
Source of the mention
Which domain AI cites: your site, ixbt, review media, a marketplace journal, or social. Tells you whose content drives your visibility.
Where AI sends the buyer
Wildberries, Ozon, Yandex Market, Eldorado, or your own store. Price and discount when AI surfaces them in the answer.
Tone and context
Which features AI highlighted for your product ("Auto Queue", "Cold Brew", "15 recipes"), the tone of the mention, and the recommendation type: list leader, conditional pick, or simple mention.
We'll show you AI's view of your products
Tell us about your brand, top categories, and competitors. We'll assemble the commercial queries, run them through the AI providers, and show how you look next to competitors on each surface.
No commitment — we'll talk through your specific catalog.