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See when visibility starts declining across an entire topic.

Page-level reporting can miss changes happening across a wider topic. A page may continue to rank while visibility declines across the related queries around it.

Searchscope groups related queries into topic clusters, identifies the page ranking most strongly for each cluster and measures how concentrated the cluster is on that page. It then tracks changes across the cluster, rather than looking at individual URLs in isolation.

Cluster Volatility · northwoodoutdoors.com

Clicks at risk-84in volatile clusters · 7d

Topic clusters381,240 keywords

Fragmented6no anchor page

ClusterKwVolatilityAvg pos
camping stovesDeclining/camping/stoves37±9.414.2
stove fuelFragmentedno anchor page24±7.118.6
winter campingDeclining/guides/winter-camping31±5.811.4
camping cookwareStable/camping/cookware19±2.29.7

18 of 38 clusters · clicks at risk = last 7 days vs the 7 before

01 · What a cluster is

A topic, not a keyword list.

Searchscope groups related queries into clusters and identifies the search intent behind each one. Each cluster includes the number of queries it contains and the estimated search volume, so movement in something worth twelve thousand searches a month isn’t filed next to movement in something worth thirty.

Property 01

Intent

The search intent behind the cluster: commercial, informational or navigational. This helps determine what kind of page should rank for it.

Property 02

Size and search volume

How many queries are in the cluster and their estimated monthly search volume, so higher-volume topics rise in the queue.

Property 03

The dominant page

The page currently ranking most strongly across the cluster. It may not be the page you expected, and some clusters have no clear dominant page at all.

02 · Coverage

How concentrated the topic is on one page.

Coverage measures how much of a cluster’s impressions one page gets. A clear dominant page is something you can optimize; a cluster split across several pages is harder to move, and often a sign of cannibalization. Coverage is scored on every cluster, so the weak ones surface before they slide rather than after.

Coverage

Full

One page gets at least 70% of the cluster’s impressions. A clear dominant page to optimize.

Coverage

Partial

One page leads the cluster, getting 40 to 70% of its impressions, with other pages sharing the rest.

Coverage

Weak

Pages rank for the cluster’s keywords, but none stands out as the anchor page.

Coverage

None

No page recorded impressions for the cluster’s keywords in the last run. An opening rather than a problem.

Coverage

Fragmented

Several pages split the cluster’s impressions with no dominant page. A cannibalization risk worth consolidating into one target page.

cluster: "waterproof hiking boots"  intent commercial
  queries 34   demand 12,400/mo   coverage weak
  dominant page /guides/best-hiking-boots

  9 of 34 queries moved off page one this month. The page still ranks.
03 · The movement

Spot declining topic visibility earlier.

Searchscope measures ranking movement across the queries in each cluster rather than relying on a single page or keyword. A volatility threshold filters out normal week-to-week changes, so the queue focuses on more meaningful movement.

Cluster Volatility catches what page-level reporting misses. A dominant page can hold its ranking while visibility declines across other queries in the same topic. Looking at the cluster makes that wider decline visible.

app.searchscope.io/workspaces/cluster_volatility
One topic: the pages splitting it, the dominant page and how to consolidate.
Fig 1

One topic: the pages splitting it, the dominant page and how to consolidate.

Demo data
04 · Then what

From finding to action.

Use the Strategic Advisor to analyze what changed across the cluster and whether the opportunity should be prioritized against the other work in your queue. Send the finding to Content Studio to create a brief using the queries you currently cover, the gaps within the cluster and the relevant search volume.

Once the work is live, mark the finding as applied. The Impact Tracker records the baseline from that date, so you can see what happens to coverage, rankings and visibility afterwards.

Join the beta program

Find the topics losing search visibility.

Connect your site and Searchscope runs the analyzers automatically, filtering and prioritizing the findings that deserve your attention.

Join the beta