Importance: High. Status: Pending pickup. Full doc: Repos/sail-marketing/ai-visibility/HANDOFF-ai-visibility-existing-page-consolidation-2026-06-04.md

The reframe (why this matters)

The 2026-06-04 AI-visibility audit found the firm scores 0 in Perplexity + ChatGPT for truck, Lexington, and informational queries. The wrong fix is writing new pages. The site already has 549 URLs and every intent is covered many times over. The real root cause: severe keyword cannibalization (many near-duplicate URLs per intent split authority, so AI can't pick one of ours to cite) plus retrieval/authority (the strongest existing pages don't rank high enough in the Bing/Google indexes AI pulls from). Writing more pages makes it worse.

Cannibalization evidence (live sitemap)

The job (Steps 1-3)

  1. Map every 0-score AI query (from audit-2026-06-04.md) to its existing URL cluster.
  2. Diagnose per cluster: Bing + Google rank of the head term, cannibalization severity, the natural canonical winner, schema + internal-link signals, and which URL (if any) AI currently cites.
  3. Fix + consolidate: pick ONE canonical page per intent, 301/canonical the duplicates (preserve backlinks, never hard-delete), internal anchor-text pass with exact head phrases, resubmit via IndexNow/Bing/Google, re-audit.

Guardrails

Tools / creds (verified 2026-06-04)