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Executable distribution template

Keyword cluster evidence report

Cluster a supplied keyword set with deterministic token similarity and store the clusters, singletons, and coverage notes in a report. This is a transparent planning reducer, not a live rank or demand estimate.

Updated 1 August 2026 from the executable catalog.

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definition.nodes

The executable path

Node labels and costs come from the registry. Dependency captions come from each node's dependsOn field, including parallel starts and approval gates.

keyword-cluster-evidence-report.json2 nodes / current registry
  1. Cluster keywords into topicsseo_cluster_keywords
    Starts immediately
  2. Render an HTML report artifactreport_render
    After cluster
Template metadata

Set it up without surprises

The following notes are shipped beside the executable definition.

Customize

Inputs to change

  1. Node `cluster`: replace the example list with exported query or research terms.
  2. Raise `similarity` for tighter clusters or lower it for broader themes.
  3. Use a separate source or provider read when you need current volume, rank, or demand evidence.
Runtime

Requirements

  • A bounded list of reviewed keywords; no external SEO provider is called.
  • Cluster labels are deterministic token summaries and should be reviewed before editorial planning.
Generally available operations

Operation manifest

Every operation below is present in this template's JSON and has no private rollout gate in the registry.

01
SEO toolkit

Cluster keywords into topics

Group a keyword list into topic clusters by token similarity — deterministic, no external API. Template in GSC query rows or any keyword list; singletons come back as `unclustered`. Feed the clusters to ai_analyze_data or ai_structure for intent labeling or a content plan.

seo_cluster_keywords
Cost
0 credits
Plan
Free
Approval
Not required
02
Report artifacts

Render an HTML report artifact

Compose text, KPI metrics, inline charts, and tables (typically templated from upstream operation outputs) into a branded, self-contained HTML report stored as a workspace file. Supports white-label brand name/colour/logo. Returns the file id and download path; prints cleanly to PDF.

report_render
Cost
2 credits
Plan
Free
Approval
Not required
Keyword cluster evidence report

The wiring is visible. The final decision stays yours.

Start free to build workflows manually. This template's requirement panel shows what must be unlocked before execution.

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