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MOCHILAB / AI SKILL

Search Query Page Overlap Review

Inspect real joint query/page exports for multi-page visibility and consecutive-day leader changes without diagnosing SEO harm.

What it helps with

Inspect real joint query/page exports for multi-page visibility and consecutive-day leader changes without diagnosing SEO harm.

Say it like this

Show queries visible on multiple pages with the underlying joint rows.
Check consecutive-day page-leader changes within one consistent GSC scope.

What you receive

Require actual joint query×page×date rows, not a cross join of separate Queries and Pages totals. Confirm one property/search type/country/device scope, Pacific date basis, selection window and export completeness. Report supplied page-impression shares and unique daily leaders; distinguish ties, missing days and low-volume coverage from harmful competition.

Give the assistant your actual files or records and confirmed rules. It asks for missing facts rather than inventing records; you do not need to hand-fill JSON. Receive a traceable report and detailed review rows for download.

Scope

Static supplied GSC evidence only. Page overlap is not harmful cannibalization proof; page-impression sums are not unique query impressions. No site mutations, account access or ranking guarantees.

The script reads supplied local files and creates reports without network or model calls. Your assistant still uses its configured services; this does not promise absolute privacy for a conversation. The Skill is free and needs Python3.10+. Optional AI interpretation follows your existing model service charges.

Demand and technical basis

Your tasks, with you. Hear when they are ready.

Try hosted workspace service for 3 days without upfront payment or server setup. Bring your model API; usage is billed separately.