Queries to AI prompts

Use this report to turn first-party GSC query wording into a bounded set of prompts for later manual or automated monitoring. Each source query keeps its clicks, impressions, CTR, and average position, while deterministic templates produce stable prompt suggestions. The output is useful for designing a monitoring corpus. It is not evidence that anyone entered those prompts into an AI product, that an answer mentioned the site, or that the source query has equivalent AI demand.

Run the report

Use the compact MCP flow:

1. Call seo_list_reports with {"category":"ai-search"}.
2. Call seo_describe_report with {"id":"to-ai-query"}.
3. Call seo_run_report with {"id":"to-ai-query","params":{"site":"sc-domain:example.com","days":90,"limit":20,"minImpressions":100,"maxRows":10000}}.

The CLI uses the same registry entry:

seo reports describe to-ai-query --json
seo reports run to-ai-query --params '{"site":"sc-domain:example.com","days":90,"limit":20,"minImpressions":100,"maxRows":10000}' --json