See your products inside AI shopping results
When AI surfaces answer a buying question, they increasingly answer with products. Citlyze tracks which SKUs appear for your prompts across Google AI Mode, AI Overviews, and consumer ChatGPT, who holds the top slot, and what changed since last week.
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One score across the major AI answer engines
- ChatGPT
- Gemini
- Perplexity
- DeepSeek
- ByteDance
- Grok
- Google AI Overview & AI Mode
- Bing Copilot
Every SKU scored, window over window
Connect your catalog once and observations from the last 30 days are matched retroactively, so the tables fill from data already collected. Each product gets a visibility rate, average position, and win rate per surface, with trending and losing views to catch movement early.
- Visibility, appearances, average position, and win rate per SKU
- Catalog connect via Shopify, a Merchant Center feed, or a minimal CSV
- Deterministic matching: identifiers first, then brand plus title
Who sells in the results, at what price
Shopping answers name merchants, and merchants win or lose the top slot partly on price. The merchant view scores share of voice and top-slot rate, and compares each merchant's observed prices against the cross-merchant median for the same matched products.
- Merchant share of voice across shopping answers
- Top-slot rate: who wins the position that gets the click
- Observed prices vs the cross-merchant median per product
What the answers say about each brand
The attribute grid compares the qualities, factual claims, and specs AI shopping answers attach to your brand and competitors. Google surfaces are included in weekly tracking; consumer ChatGPT carousels are captured with a metered add-on, and coverage banners always state which surfaces a window covers.
- Brand-vs-brand attribute grid in three tabs
- Shopping trigger rate per prompt: which questions go shopping at all
- ChatGPT carousel capture as an add-on, labeled as its own surface
AI shopping visibility questions
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It is how often and how prominently your products appear when AI surfaces answer buying questions with shopping results. Citlyze measures it per SKU and per surface: the share of shopping-capable answers that include the product, its average position, and how often it takes the top slot.
Does AI recommend you when buyers ask?
Track how ChatGPT, Gemini, Perplexity, DeepSeek, ByteDance, and Grok mention, cite, and rank your brand. Review tracked answers and the gaps to close.
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