geo-discover

name	geo-discover
description	Discover evidence-aware GEO questions, query rewrites, intent clusters, and prioritized content opportunities from a structured brief. Use for AI search intent mining, question or keyword expansion, query research, FAQ discovery, 拓词, and GEO topic discovery in Chinese or English.

GEO Discover

Workflow

1. Read 'references/discovery-method.md' and prepare a protocol '1.0.0' GEO brief.
2. Run the deterministic python3 scripts/run_discover.py --input <brief.json> --output <runs-root> wrapper or python -m geo_seo_hub discover --input <brief.json> --output <runs-root>.
3. Inspect 'quality-report.json'; surface all warnings and failed checks.
4. Deliver the Artifact Bus directory as the output contract.

Output contract

Treat the output argument as the runs root. Produce '//input/geo-brief.json', 'run-manifest.json', 'evidence-ledger.json', 'query-map.json', 'opportunity-map.json', and 'quality-report.json'. Return the actual '/' directory.

Boundaries

Discovery is deterministic and file-backed. It records missing evidence and never invents platform responses, volume, ranking, conversion, competitor, or customer data. Diagnosis and content generation remain separate registry stages.