For seo teams
Build AI answer analysis alongside your search reporting
Combine search results, AI Overview data where present, and chatbot answers with your own query sets and reporting. Your application defines brands, matches citations and calculates trends.
What you can build
Compare search and answers
Collect Google Search results and chatbot responses for the same prompts, then compare them in your own analysis.
Read the quickstart →Choose the supported targets
Google Search, Google News, ChatGPT, Gemini and Perplexity have different result shapes. Country routing is best-effort and does not guarantee a localised answer.
Explore coverage →Build your own measurements
Calculate mention rates, sentiment or citation share from collected records using your own definitions. Those derived metrics are not API response fields.
Explore data and analysis →Handle incomplete collections
Inspect failed runs and partial results before calculating a metric. A collection failure does not mean that a brand was absent.
Read reliability guidance →Collection for the application you build
Nostimates supplies collected answers and search results. Your application supplies dashboards, schedules, client workspaces, comparison rules and reporting.
Repeat collections can help you study variation, but you must choose the sample, store the records you need and calculate uncertainty in your own analysis.
Where the line is
- Is there a hosted reporting dashboard?
- This offering is an API for developers. You build or connect the reporting experience and any client or team access controls.
- How are pricing and permitted use agreed?
- Access is arranged manually. Describe your intended use and approximate volume so the team can discuss pricing, limits and applicable terms before you start.
Build on the collection API
Tell us your targets and approximate volume. Access, limits and pricing are discussed manually before you start.
Other solutions