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Direct answer

Filter Monitor > Source Explorer to SELF URLs and compare the displayed citation volume. Pair it with distinct answers and prompts where possible, because repeated citations in a narrow cohort can dominate a simple total.

Data required

  • Citation URLs classified as SELF
  • Canonical URL, redirect, and subdomain mappings
  • Citation counts by URL
  • Distinct answers and prompts associated with each URL
  • Fixed provider, model, country, language, topic, tag, and period filters

Workflow

  1. In Monitor > Source Explorer, set the analysis scope and filter to SELF sources.
  2. Switch to URL-level detail and record citation volume for each page.
  3. Consolidate equivalent URLs caused by redirects, parameters, protocol, or trailing-slash variants.
  4. Open the answers and prompts associated with leading pages.
  5. Compare topic and provider distribution so a narrow cluster is not mistaken for broad source use.
  6. Repeat for another period only with the same URL mapping and filters.

Interpretation

URL citation volume is not Product Citation Rate. Product Citation Rate is response-level: answers citing a SELF source divided by answers citing at least one SELF or DIRECT source. A highly cited page may be cited repeatedly in one topic or may support a generic fact. Citation does not imply a brand mention, positive context, influence, or referral visit.

Possible next actions

  • Test whether maintaining a frequently cited page preserves its relevance in later observations.
  • Consolidate duplicate SELF pages when URL fragmentation obscures the canonical source.
  • Investigate an important topic where no relevant SELF URL is observed.
  • Review cited claims for accuracy and freshness before expanding the page.
Treat future citation changes as hypotheses.

Limitations

  • Qwairy records citations exposed with stored answers.
  • URL normalization can split or merge records incorrectly.
  • Providers differ in citation behavior.
  • Citation volume alone does not measure authority, traffic, or business value.