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Long-tail page clustering

get_longtail_clusters
Read-only

Segments a property's pages into Head / Chunky Middle / Long Tail tiers by elbow detection on the cumulative-clicks curve (the app's Long-tail Clustering report). Returns each tier's page count, click/impression share, average CTR/position/query-diversity, the knee points, and the top pages per tier. Useful for spotting over-reliance on a few pages or a bloated long tail to prune. Reads the ClickHouse warehouse when available, else the live Search Console API. truncated: true (with truncationNote) means a cap cut the low-click tail: the warehouse clusters at most the 100,000 pages with the most clicks, the live API reads at most 100,000 query x page rows. Date range is optional: omit startDate/endDate to analyze the last 28 settled days (data lags ~2-3 days).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
presetNoTuning preset: default | content | ecommerce | small_site | enterprise.default
endDateNoOptional. Window end as YYYY-MM-DD (e.g. 2026-05-31). You do NOT need to know today's date or the latest available date: omit this and the server uses the latest settled Search Console date (data lags ~2-3 days behind today). Never pass null or the string "null".
siteUrlYes
startDateNoOptional. Window start as YYYY-MM-DD (e.g. 2026-05-03). You do NOT need to know today's date. Omit BOTH startDate and endDate to analyze the last 28 settled days automatically (Search Console data lags ~2-3 days). Never pass null or the string "null".
sensitivityNoOverride the preset's knee sensitivity: low | normal | high.
pagesPerClusterNoHow many top pages to list per tier (default 10). 0 returns tier stats only.
includeZeroClicksNoInclude pages with zero clicks (impressions only). Defaults per preset (usually true).

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
kneesNo
rangeNo
presetNo
totalsNo
siteUrlNo
clustersNo
warningsNo
truncatedNo
dataSourceNo
sensitivityNo
truncationNoteNo
apiRowCapReachedNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • addedOutput schema / properties / truncated
      Added value: +{
      +  "$ref": "#/properties/apiRowCapReached"
      +}
    • addedOutput schema / properties / truncationNote
      Added value: +{
      +  "$ref": "#/properties/siteUrl"
      +}
  2. First observed

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