Your product is on Google Shopping.
Is it in ChatGPT?
Track AI citations on your category and brand-comparison prompts across six major engines, diagnose why competitors get the shortlist, and generate the buying guides AI engines want to quote.
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Sound familiar?
AI engines recommend competitor products, not yours
When shoppers ask ChatGPT or Perplexity "what's the best [category]?", the answer is a shortlist you're not on. Surfaced shows you which queries cite competitors and why.
Product pages are invisible to AI retrieval
Thin descriptions, JS-rendered specs and missing schema make product pages hard for AI engines to chunk and cite. You lose top-of-funnel consideration before the user ever clicks.
No way to measure AI-driven demand
GA4 doesn't break out AI referrers cleanly, and SEO dashboards miss LLM citations entirely. Surfaced gives you the measurement layer for AI-driven shortlists and reviews.
Built for the teams doing the buying-stage work
ChatGPT keeps recommending my competitor in the same category. I need to understand why and fix it at the content layer — not just buy more ads.
Our keyword rankings are holding, but AI traffic is flat. I need to see which competitors keep winning the shortlist — and where the citations come from.
Built for e-commerce.
Category + brand-query tracking
Monitor AI citations on your highest-intent category and brand-comparison prompts across all six major engines. See exactly where you land in the shortlist — and where you don't.
Competitor shortlist monitoring
Track which competitors show up on every buying-stage prompt, with sentiment and position per citation. Spot shifts before they become a quarterly traffic problem.
Buying-guide content generation
Generate citation-ready buying guides, category comparisons and product rundowns grounded in your brand voice — the formats AI engines actually want to quote.
Multilingual coverage for global catalogs
Track and generate content across 100+ languages. Critical for EU, LATAM and APAC brands where local AI answers are already diverging.
Citation source tracking
Every cited URL captured for every answer, across six engines. See which third-party sources the AI engines lean on when ranking your category — and where to concentrate earned media.
Gap-to-draft in one workflow
When a competitor gets cited and you don't, promote the gap straight into a brief and generate a draft against your knowledge base. No context-switching between tools.
Simple, transparent pricing.
Multilingual + content generation included in Pro
- 3 workspaces
- 100 prompts tracked
- 50 articles / month
- Multilingual tracking
- Priority support
- 10 workspaces
- 300 prompts tracked
- 150 articles / month
- API access & SSO
- Dedicated account manager
Built for e-commerce teams operating across multiple markets
Win the buying-stage shortlist
Scan your site in minutes and see exactly which categories and products AI engines recommend — or don't.
See what AI recommends in your category
Free scan across 6 LLMs. No credit card. Results in minutes.