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Pages far from the site's subject

Describes GLLmolfar 0.9.35current release · checked 8 Nov 2026

Which pages are about something else. Every embedded page gets a Site fit — how close its meaning is to the site as a whole — and the pages unusually far from the rest are listed under one filter. A stray post, injected spam or a section that needs its own home shows up here.

Where
Site › All pages › More columns… › Content › Far from the site's subject
Mode
Pro
Built from
The embeddings of the open crawl's pages
Changes
When the crawl's analysis ends

On the screen

The Content column set on the filter Far from the site's subject, with a page picked and its Similar pages open below.

GLLmolfar's Content tab filtered to Far from the site's subject on a crawl of getlooploop.com: 22 of 500 pages, with the Similar pages of /es/glossary/anova below
real screenshotProject getlooploop.com. Other sites and brands on screen are replaced with neutral names.

  1. Far from the site's subject. The filter: 22 pages, 4.4% of the crawl, fall below this crawl's cut.

  2. The pages. Each page far from the site's average meaning. Here, glossary and notes pages in other languages and the cookies policy.

  3. Closest page by text, Text similarity. The Content columns for near duplicates by text: empty here, as none of these pages has a close twin by words.

  4. Similar pages. The pages nearest in meaning to the picked one, with their similarity: whether it has neighbours on the site at all.

  5. Similarity. From 0 to 1. Its own translations come first; the rest of the site sits much lower.

How far is far

  • Site fit is the cosine between a page's embedding and the mean of all the crawl's page embeddings: what the site as a whole is about. Add it with Columns to any page column set.
  • The cut is the median Site fit less three median absolute deviations. A site whose pages all share one subject flags none; a page about something else stands out however many pages there are.
  • With fewer than 20 embedded pages there is no cut and the filter stays empty: too few pages to say what is usual.
  • Pages that were not embedded (embeddings off, or pages the embeddings skip, such as page 2 of a list) have no Site fit and are never listed.

Related pages

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.Topic mapThe Topic map tab: every embedded page as a dot, placed by meaning and coloured by topic, status, indexability or depth, with a card for each page.Duplicates and canonicalsExact duplicates, near duplicates by text and by meaning in the Content column set, and the Canonicals column set with its filters and report.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.Fix listThe Fix list tab: what to fix in the crawled site, numbered, most important first, each with why it matters, how to fix it and the URLs.