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Topic ↔ content alignment scoring

ContextAlignment Analyzer

Analyze whether your content aligns with the context AI assistants expect.

Alignment score
B

80 / 100

Aligned

Keyword overlap

×25%100

6/6 topic terms in content

Entity match

×25%100

2/2 topic entities found

Topical concentration

×20%50

5/10 of top content keywords align

Scope consistency

×15%100

No drift markers

Heading anchoring

×15%33

1/3 headings reference topic

How it works

Enter the topic or query you're targeting and your content. The analyzer computes keyword overlap, entity match, topical concentration, scope consistency and heading anchoring, then returns a weighted 0-100 alignment score.

Why this matters

Context is more than keywords - it's scope, entity density and framing. A page about "how GEO takes" that spends most of its word budget on pricing and features will underperform a shorter page that actually answers the question. See how AI assistants choose citations.

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