Keyword Density — Field Notes for WordPress Teams

Keyword Density is one of the small levers that pays back at scale. Here's the version we run in client work, tuned for AI-search visibility without breaking existing rankings.

What Changed Recently

The definition of a good result on Keyword Density moved when AI Overviews and generative answers started weighting entity clarity and clean structure.

The Actual Work

Split it by impact tier so approvals move fast.

• Tier 1 — safe automated fixes (canonical, alt text, breadcrumbs).
• Tier 2 — reviewed template changes (schema, hreflang).
• Tier 3 — human-only editorial calls.

How We Measure

Impressions and clicks together on the target silo, no regressions on non-target templates. That's the boring, defensible win.

<link rel="canonical" href="https://wbpomniseo.com/blog/post" />
<link rel="alternate" hreflang="en" href="https://wbpomniseo.com/blog/post" />
<link rel="alternate" hreflang="es" href="https://wbpomniseo.com/es/blog/post" />
<link rel="alternate" hreflang="x-default" href="https://wbpomniseo.com/blog/post" />

Canonical + hreflang — one authoritative URL, per locale

• Install WBP Omni SEO Pro on staging and run the scanner against one silo.
• Approve the first 10 low-risk fixes (missing alt text, canonical, breadcrumbs, schema).
• Roll one fix back on purpose to feel the safety net before you scale.
• Verify with Bot Tracker that GPTBot, ClaudeBot and PerplexityBot have re-crawled the fixed URLs.
• Promote the workflow to production and schedule the weekly per-silo run.
• Log-file check: confirm the fix reached Googlebot AND the AI crawlers, not just the frontend.

Inside WBP Omni SEO Pro: Keyword Cannibalization Detector

Why this matters for "Keyword Density — Field Notes for WordPress Teams": Cannibalization is invisible to most audits and is the #1 hidden ceiling on organic growth after you cross a few hundred posts.

Tools & resources by category

• Crawlers: Screaming Frog, Sitebulb, WBP Site Scanner
• Schema: Rich Results Test, Schema.org validator, WBP Schema Graph Builder
• AI visibility: Perplexity, ChatGPT search, WBP AI Rank Tracker
• Analytics: GSC, GA4, Microsoft Clarity, WBP per-URL analytics

Quick example scenarios

• A publisher with 8k evergreen posts turns on Keyword Cannibalization Detector and clears orphan pages in a single approval batch.
• A SaaS site adds FAQ schema across product docs and starts appearing in AI Overviews within two crawl cycles.
• An agency runs a per-silo 90-minute audit weekly instead of a quarterly PDF audit.

Stats snapshot

Paired module: Unified Analytics

One dashboard for AI, search, social, direct, tools and external traffic, with engagement, rank and keyword-trend signals joined per URL. Analytics stitched from four tabs hides the story; a unified per-URL timeline shows cause and effect within one screen.

• Connect GSC, GA4, AI engines and social sources
• Choose a per-URL or per-cluster view
• Set anomaly thresholds for weekly digests
• Export slices to the Bulk Editor to act on them

Real-world examples

Three shapes this problem takes in the wild — and what the fix looked like when a team applied the Technical SEO playbook end-to-end.

The workflow at a glance

Final thoughts

The playbook above is the same one WBP Omni SEO Pro runs every night on production sites — Detect, Explain, Fix, Approve, Apply, Track, Rollback. Ship the workflow once and technical seo becomes a background process, not a fire drill.