Best fit
A site owner has a Search Console export and needs to rank weak-CTR, near-page-one, URL-overlap, or period-loss rows without overstating what the metrics prove.
// Marketing & SEO
Search Console Opportunity Mapper
Turn a Search Console CSV into ranked no-click, low-CTR, striking-distance, URL-overlap, and comparable-loss review actions without overclaiming the cause.
Format: Agent skill, not a browser app. You need an AI agent that can load its instructions and use the required tools.
Package requirements: Google Search Console CSV exports with clicks, impressions, CTR, average position, and at least a query or page dimension. Flattened Search Analytics API or bulk-export rows containing both query and page for URL-overlap review. Python 3 for the included deterministic local mapper.
You get: A priority-ranked CSV, a JSON summary, and a Markdown review that preserve observed metrics, thresholds, dimensions, and interpretation limits.
Licence and purchase details
Review the package licence at the destination.
Review the offer and access method at your chosen marketplace. Agensi provides connected-agent access, not a download. Buying a skill does not include an AI-agent subscription or setup service.
Agensi access: This product’s bundled-script workflow through Agensi has not been verified here. Tests of other products do not establish this package’s compatibility. Local setup examples apply to separately obtained downloadable packages.
What problem does Search Console Opportunity Mapper solve?
Search Console exposes useful rows but leaves a site owner to reconcile thresholds, duplicate dimensions, weak CTR, near-page-one visibility, URL overlap, and period losses without overstating what average position or multiple URLs mean.
Use it to
- Rank no-click and low-CTR Search Console rows before a content sprint
- Find near-page-one queries using a site-specific review threshold
- Review queries earning material impressions across multiple supplied URLs
- Compare like-for-like periods for click or impression losses
What it returns
- Priority-ranked opportunities CSV with row-level flags and observed metrics
- JSON summary preserving dimensions, thresholds, and flag counts
- Markdown review of the highest-priority query or page rows
- Explicit interpretation limits for CTR, average position, aggregation, and URL overlap
A representative input and result
input query,page,clicks,impressions,ctr,position
audit search console data,https://example.com/gsc-audit,0,120,0%,8.2
workflow acceptance testing,https://example.com/acceptance,2,200,1%,5
result Priority 105: audit search console data | NO_CLICK_DEMAND, CTR_REVIEW, STRIKING_DISTANCE
Priority 100: workflow acceptance testing | CTR_REVIEW, STRIKING_DISTANCE, MULTI_PAGE_QUERY_REVIEW, CLICK_DROP
Boundary: ranked review evidence only; not a traffic or ranking forecast.
Access and approval boundaries
- Read access to user-supplied Search Console CSV exports.
- Write access only to the selected local output directory.
- No Google account, Search Console API, browser, website, analytics, or network access is required.
Known limitations
- Search Console can omit anonymized or lower-volume rows, so the supplied export may be incomplete.
- Low CTR, average position, and multiple URLs identify review candidates but do not determine the cause.
- Period comparisons are meaningful only when dimensions, filters, Search type, and date windows are genuinely comparable.
// choose with context
Is Search Console Opportunity Mapper the right skill?
It returns
A priority-ranked CSV, a JSON summary, and a Markdown review that preserve observed metrics, thresholds, dimensions, and interpretation limits.
Do not use it as
It does not connect to Search Console, edit the site, diagnose intent or cannibalization, submit URLs, or promise rankings or revenue.
Compatibility, access, version, and licence
- Reads or accesses
- Declared local scope: gsc-input/**, gsc-output/**, *.csv, *.json.
- Compatibility
- Google Search Console CSV exports with clicks, impressions, CTR, average position, and at least a query or page dimension. Flattened Search Analytics API or bulk-export rows containing both query and page for URL-overlap review. Python 3 for the included deterministic local mapper.
- Version
- 1.0.0
- Licence
- Review the package licence and seller terms at the linked destination.
Questions
Does it connect directly to Google Search Console?
No. Version 1.0 audits a supplied CSV locally, so no Google credentials or network access are required.
Which Search Console exports work?
The file needs clicks, impressions, CTR, position, and at least query or page. A query-plus-page export is required for multi-URL query review.
Does a multi-page query flag prove keyword cannibalization?
No. It proves only that multiple supplied URLs crossed the declared impression threshold for the same query. Intent, canonicalization, and actual results still need review.
What CTR benchmark does it use?
It uses the threshold you declare. The skill does not impose a universal expected CTR because query type, position, device, brand, and SERP features matter.
Can it compare two periods?
Yes, when current and previous exports use the same dimensions, property, Search type, filters, and comparable date ranges.
Will it improve my rankings?
It ranks defensible review work from supplied data. It does not promise a ranking, traffic, conversion, or revenue outcome.
Search Console Opportunity Mapper keeps proof and approval boundaries visible.
The listing includes the tested package, realistic samples, declared permissions, and known limitations.
Get Search Console Opportunity Mapper on Agensi