signals_gsc_gap
Cross-reference Google Search Console rankings with AI citation checks to surface high-ranking queries that AI answers omit, revealing editorial gaps to target.
Instructions
Join Google Search Console performance with am_i_cited per query. Surfaces queries where the domain ranks well in Google but is not cited in AI - the closest editorial wins. Requires GCP service account creds (credentials_path or GOOGLE_APPLICATION_CREDENTIALS env).
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| domain | Yes | Domain to analyze, e.g. 'automatelab.tech'. Used both for the GSC site URL and the citation check. | |
| engine | No | AI engine for the citation check. | auto |
| queries | Yes | Queries to cross-reference. 1-20 per call. | |
| end_date | Yes | ISO date for GSC range end, e.g. '2026-05-01'. | |
| site_url | No | Override the GSC siteUrl. Defaults to 'sc-domain:<domain>'. | |
| start_date | Yes | ISO date for GSC range start, e.g. '2026-04-01'. | |
| credentials_path | No | Path to GCP service account JSON. Defaults to env GOOGLE_APPLICATION_CREDENTIALS. |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| rows | Yes | Per-query GSC + AI citation cross-reference. | |
| range | Yes | GSC date range. | |
| domain | Yes | Domain analyzed. | |
| engine | No | Engine used for the citation check. | |
| site_url | Yes | GSC siteUrl used. | |
| closest_wins | Yes | Queries where domain ranks in Google top-10 but is not AI-cited (the editorial gap). |