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Search Console: Query clusters

Describes GLLmolfar 0.9.22current release 0.9.23 · checked 1 Nov 2026

Up to 1000 queries of the last 28 days grouped by meaning, on request, by the embedding model on this computer. Each cluster has its clicks, impressions and position, its words, the pages that get its clicks and its queries.

Where
GSC › Query clusters
Mode
Simple and Pro
Built from
The saved report's queries, embedded on this computer
Changes
On Cluster the queries; made once per report

On the screen

Before the first run, the report has the note and Cluster the queries. After it, the clusters, most clicks first; a cluster opens to show its words, pages and queries.

The Query clusters report of the GSC section in GLLmolfar, 23 clusters from 231 queries of getlooploop.com
real screenshotProject getlooploop.com. Other sites and brands on screen are replaced with neutral names.

  1. On this computer. Grouped by the embedding model on this computer. Nothing is sent anywhere. It takes about a minute.

  2. Count. {n} clusters from {q} queries.

  3. Export. Saves every cluster with its queries.

  4. Cluster. Named by its words; the row opens the cluster. A name may be a competitor's, replaced in this picture.

  5. Share of clicks. The bar is the cluster's share of the clicks of all clusters.

  6. Figures. {clicks} clicks · {impressions} impressions · pos. {position}, then the number of queries.

  7. Split between pages. Two or more pages each take a real share of this cluster's clicks: one topic, several pages.

Making the clusters

  • Nothing runs on its own: Cluster the queries starts it, and the button reads Clustering… until it ends.
  • It takes the 1000 queries of the last 28 days with the most impressions, whatever period the head shows, and needs at least six.
  • The model is the app's embedding model on this computer (see Embeddings); the queries do not leave it.
  • The clusters are saved on this computer with the report they came from, and shown again until Refresh brings new data.

A cluster, opened

BlockWhat it shows
WordsThe terms that mark the cluster, as chips.
Pages that get these clicksEach page with its clicks and its number of queries in the cluster.
QueriesEach query with its clicks, impressions and position. Up to 50, with Showing 50 of N.
Split between pagesShown on the row when two or more pages each take at least 15% of the cluster's clicks.

A split cluster is worth reading beside Cannibalization, which works query by query, and the crawl's Topics, which group the pages themselves.

States and messages

WorkingClustering…

On the button while the model works.

Too fewToo few queries to cluster.

The report has too few queries to group.

Related pages

Search Console: PerformanceGSC › Performance: Google clicks, impressions, CTR and position read-only, kept on this computer and shown with their date when you are offline or signed out.Search Console: CannibalizationGSC › Cannibalization: queries for which Google showed two or more of your pages, with each page's clicks, share of impressions and position.TopicsThe Topics tab: the site's pages grouped by meaning, with each topic's size, key terms, cohesion, internal linking, cannibal pairs and central page.Settings › EmbeddingsSettings › Embeddings: whether new crawls build embeddings, how much of each page the model reads, and whether it runs on the CPU or the GPU.Search Console: VisualisationGSC › Visualisation: the period's queries drawn: words as a treemap, spread by position, CTR and impressions, opportunities, click concentration, brand.