Semantic Relevance Analyser Tool

Check semantic relevance of your content and optimise content to get cited by ChatGPT, Gemini, and AI Search.

Traditional SEO tools score pages based on raw keyword density. Modern AI engines like ChatGPT, Gemini, Perplexity, and Google’s AI Overviews don’t rank URLs; they extract specific passages that best answer a query.

 

The Semantic Relevance Analyzer simulates how these AI search systems scan and retrieve information. It breaks your content down into individual passages and scores each one’s semantic relevance against your target query using vector embedding models, allowing you to see exactly which sections AI would surface and which ones are dead weight.

How
Semantic Relevance Tool Works?

Smart Passage Chunking

Fragments your content (via live URL or pasted text) using layout-based structure or semantic AI chunking.

Context-Aware Weighting

Adjusts relevance calculations based on your specific target audience, website niche, and content purpose rather than using a generic database.

Vector Similarity Alignment

Computes mathematical vector similarities between the target keyword and each individual content chunk.

Entity & Gap Detection

Unlocks with an optional AI API Key) Identifies missing semantic entities (topics/terms) and yields precise, actionable rewrite recommendations to boost your page’s topical authority.

Primary Use Cases

  1. Generative Engine Optimization (GEO): Refine paragraphs so AI search engines can easily fetch and summarize them in search answers.
  2. Topical Authority Auditing: Spot low-relevance passages that dilute your content’s focus and either prune or optimize them.
  3. Competitor & Draft Benchmarking: Use the Compare mode to run two drafts or compare your live page side-by-side with a competitor’s URL to see whose text is semantically stronger.

Step by Step Guide

  • Step 1: Set Your Target Keyword / Prompt
    Enter the primary search query or question you want your content to answer (e.g., “best running shoes for flat feet”).
  • Step 2: Choose Your Source Mode
    Select URL to index a live webpage, Text to paste a draft, or Compare to run a side-by-side evaluation of two texts.
  • Step 3: Add Semantic Context (Optional)
    Define your Target Audience, Content Purpose, and Niche (or click Auto-fill from keyword) to run an industry-specific check.
  • Step 4: Run the Analysis
    Click Run Semantic Analysis. The tool will fetch, chunk, embed, and score your copy in real time.
  • Step 5: Inspect and Optimize
    • Check the Overall Cohesion Index score.
    • Explore the interactive Semantic Vector Map to isolate low-relevance blocks.
    • Trigger the Deep AI Semantic Analysis to fetch a list of missing entities and get step-by-step optimization recommendations.
Scroll to Top