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Research keywords (bulk)

research_keywords
Read-only

Research keyword data (search volume, difficulty, CPC, related ideas) for 1-5 seed keywords in one call. In countries served from Google Ads data, difficulty and intent are unavailable. Returns per-seed results — a single bad seed won't fail the batch.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
seedsYes1-5 seed keywords. Each seed is researched independently and returns related keywords with volume/difficulty/CPC. Bulk-friendly — prefer this over multiple single-seed calls.
projectIdYesRequired. The HarborRank project ID to scope this call to. Get one from list_projects.
resultLimitNoMax keywords returned per seed. Defaults to 150.
includeClickstreamDataNoRefine search volumes with clickstream data, which disaggregates Google Ads' grouped close-variant volumes (plurals/misspellings). Use only when plural or misspelling variants need separate volumes. Default false (standard Google-Ads-derived volumes). No effect for countries served from Google Ads data.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
metaNo
resultsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / includeClickstreamData / description
      Previous value: -"Refine search volumes with clickstream data, which disaggregates Google Ads' grouped close-variant volumes (plurals/misspellings). DOUBLES the credit cost of each seed. Default false (standard Google-Ads-derived volumes). No effect for countries served from Google Ads data."New value: +"Refine search volumes with clickstream data, which disaggregates Google Ads' grouped close-variant volumes (plurals/misspellings). Use only when plural or misspelling variants need separate volumes. Default false (standard Google-Ads-derived volumes). No effect for countries served from Google Ads data."
  2. First observed

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