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Entity & Knowledge GraphFree · runs in your browser

Sentence-window context · sentiment

EntityContext Analyzer

Analyze the context each entity appears in across your content.

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114 words · 19 entities analysed

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How it works

For each capitalized entity in your content, the analyzer grabs up to 3 sentence-window contexts (current sentence + the one before) and runs a quick positive / negative word check. You get a list of entities with their mention count, rough sentiment, and the exact passages where they appear.

Why context changes citation outcome

AI assistants don't just count mentions - they read the surrounding sentences to decide how the entity is framed. A page that says "according to Geolify's 2026 analysis, citation lift was 4.3x" is an authority signal; a page that says "a startup called Geolify" is not. Same mention count, different outcome. More in how AI assistants choose citations.

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