EXPANSION PROTOCOL // VECTOR_SCALING

BUILD SEMANTIC DOMAIN DENSITY

Search indexers and generative AI models evaluate domain authority through topical completeness. Random blog posts fail to build authority; structured content networks organized into core pillar hubs and inter-linked cluster pages establish deep semantic relevance.

// THE 3-STEP SCAN PROTOCOL

STEP 01 // CALIBRATE

Set core pillar page count, cluster articles per pillar, and internal link density parameters.

STEP 02 // OBSERVE

Watch the interactive node graph expand as cluster sub-nodes establish connections with core pillars.

STEP 03 // INTERPRET

Review your calculated Semantic Authority Score to evaluate sitemap depth relative to search crawlers.

// WHY THIS TELEMETRY IS CRITICAL

Let P represent core pillar hubs, C represent cluster pages per pillar, and D represent internal link density coefficient (D ∈ [1,0]). Total Indexed Nodes N_total and Semantic Authority Score A_score are calculated as:

Structured semantic architecture ensures search crawlers understand topical relationships across your entire domain.

// Deconstructing the Output

● SYSTEM NOMINAL (Score ≥ 150)

Robust semantic authority. High node density and structured linking establish strong domain relevance.

● ATTENUATION WARNING (Score 75 – 149)

Partial topical coverage. Content exists but lacks sufficient internal linking or cluster depth.

● CRITICAL HULL BREACH (Score < 75)

Weak topical authority. Fragmented content fails to build recognizable domain authority for search crawlers.

// SECURE_INGEST_GATE

Initialize a Forensic Scan

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MODULE: EXP-05

Topical Authority
Network

Core Pillar Pages (Main Topics)

Cluster Articles per Pillar

Internal Link Density (1-10)

SEMANTIC AUTHORITY SCORE

Total Indexed Nodes: 0

How to use: 1. Input the total number of core topical Pillar Pages currently structured in your sitemap.
2. Enter the average count of supporting, keyword-targeted Cluster Articles linking to each pillar.
3. Set your internal hyperlink density parameter to calculate total structural integrity.
4. The canvas visualizes the semantic network nodes (Cyan) mapping your coverage footprint relative to machine-readable crawl criteria.

Methodology: Projections verify semantic density across mapped categories. This calculator exposes the structural integrity of your internal link web, proving how disconnected sitemaps create crawl-budget leaks that prevent search models and LLMs from indexing your core authorities.