How often do AI assistants retrieve a product’s pricing record?
When someone asks ChatGPT, Claude, or Perplexity about software pricing, the assistant sometimes retrieves that product’s CostBench pricing record to answer. Search a product below to see how many user-initiated retrievals its record received in the last 30 days, and how many humans arrived from an AI assistant.
Autocomplete searches every product with a CostBench pricing record.
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The breakdown, trends, and alerts above are an illustration of the paid panel — not this product’s data. Claim the record free first; the paid Monitor is offered only once a record has enough AI activity to make it worthwhile.
No pricing record found for that product on CostBench yet.
What “user-initiated retrievals of the CostBench record” means
- An AI assistant fetching this product’s CostBench pricing record live, in response to a real user question.
- Distinct humans who then visited the record from an AI assistant, counted separately as “AI-referred visitors.”
- A rolling 30-day window, refreshed regularly from server logs and referral analytics.
- Total AI-ecosystem visibility of the product across the whole internet.
- Citations, recommendations, rankings, or buyers — none of those are implied.
- Background AI training crawlers, which are reported elsewhere and never counted as user activity.
Every figure is scoped to CostBench’s own pricing record for the product. It is a measurement of how often assistants retrieve our record — a useful, honest proxy, not a claim about a product’s standing across all AI systems. Read the full methodology →