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Track real buyer prompts
Monitor the questions shoppers actually ask, from “best product for…” to side-by-side comparisons, use cases, pricing, and purchase objections.
AI search analytics for product teams
Know how your product appears in AI answers.
CartGPT tracks how products are mentioned, ranked, compared, and cited across AI search platforms such as Perplexity, ChatGPT, Gemini, Claude, and Google AI experiences — so your team can see what buyers see before they ever reach your site.
✓ Prompt-level tracking
✓ Competitor benchmarking
✓ Citation intelligence
Live visibility scan
AI visibility
68%
+14% this month
Share of answer
#2
Top 3 in 41 prompts
Citation coverage
23
URLs used by AI
Visibility across AI platforms
“Best noise cancelling headphones for travel?”Mentioned
“Compare Product A vs Product B”Rank #1
“Which standing desk is best for small offices?”Missing
AI platforms are becoming the new product discovery layer.
CartGPT gives commerce, marketing, and category teams a clear view of how their products perform when customers ask AI systems for recommendations, comparisons, buying advice, and alternatives.
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Measure product visibility
See whether your product appears, where it ranks, how often competitors are preferred, and how visibility changes across models and regions.
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Understand citations
Identify which sources AI systems rely on — your pages, marketplaces, reviews, publishers, forums, or competitor content — and where gaps exist.
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Benchmark competitors
Compare your share of answer against competing products and brands by category, funnel stage, region, model, and prompt cluster.
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Decode answer sentiment
Learn which attributes AI highlights — quality, price, sustainability, support, availability, durability — and whether the narrative helps or hurts conversion.
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Act with confidence
Prioritize content, product data, retailer pages, review strategy, and marketplace optimization based on the AI answers buyers already see.
From prompt to product insight in minutes.
Set up your products, define the questions that matter, and let CartGPT surface the exact places where AI search is helping or hurting your commercial performance.
1
Add your products and competitors
Track individual SKUs, product families, brands, or categories alongside the alternatives buyers are likely to compare.
2
Run prompts across AI platforms
CartGPT tests buying questions across leading AI search experiences and captures mentions, rankings, citations, and answer context.
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Turn visibility gaps into action
Find missing sources, weak positioning, competitor advantages, and content opportunities that can improve AI discoverability.
Search used to start with keywords. Now it starts with answers.
When AI platforms recommend products directly, brands need a new analytics layer: not just traffic and rankings, but visibility, reasoning, citations, and competitive presence inside the answer itself.
ModelsCompare performance across AI engines and answer surfaces.
PromptsGroup buyer questions by intent, category, and funnel stage.
SourcesTrack which URLs and domains shape the response.
TrendsMeasure change over time and spot sudden shifts.
Built for teams responsible for product discovery.
CartGPT helps teams understand whether AI answers are creating demand, redirecting demand, or hiding products from the buyers who are ready to choose.
Commerce teams
See where your products are recommended, how they compare against alternatives, and which buying objections show up most often.
Brand and marketing teams
Measure AI visibility, product positioning, and category narratives before they become visible in traffic dashboards.
SEO and content teams
Discover which pages, reviews, and third-party sources AI systems cite — then prioritize the content that can influence future answers.
Agencies and consultants
Provide clients with clear AI search reporting, competitor benchmarks, and actionable recommendations for product visibility.
Find out what AI says about your products.
CartGPT is opening early access for brands and teams that want to monitor, benchmark, and improve how their products appear in AI search.