VxD Query Match
Enter URLs, keywords, or both. Query Match reads pages in real time, builds a coherence matrix and shows which URL best represents each query. Enable SERP verification to compare the organic results available through the server-side provider.
Automatic engine check
One 4×4 test automatically checks Sitemap Forge, Full Audit, Canonical Conflict and Backlink Inspector. Each keyword must select the expected page without being confused by the others.
Reading pages and building the matrix.
Coherence map
One candidate page for each keyword
| Keyword | Best URL | Score | Gap | Result |
|---|
Keyword × URL
Candidate keywords extracted from the page
Observed organic results
Coherence, not SERP sorcery
Query Match compares the phrase and its terms with the page title, H1, description, headings, URL and content. STRONG means the semantic relationship is very clear; two URLs with similarly high scores are flagged as possible cannibalization. The result is diagnostic and does not promise search rankings.