📝 Answer Block GEO Scorer
Paste your above-the-fold content + target query — get scored on info density, semantic match, conclusion-first, and GEO compliance.
📖 What can this tool do?
AI extracts fragments, not full pages. It needs a passage it can lift and reuse on the spot. This scorer evaluates your content across four dimensions — information density, semantic alignment, conclusion-first structure, and GEO compliance — each mapping to Chapter 5’s core answer-block characteristics.
See Make AI Speak for You: The Definitive Guide to GEO, Ch. 5.1-5.2
❓ FAQ: GEO Impact
What exactly is an answer block?
A content unit designed for AI extraction — self-contained, conclusion-first, length-controlled, and statically rendered. It’s a content architecture principle, not an HTML tag.
Why must the conclusion come first?
Positional encoding gives earlier tokens more attention weight (Strategy 04), and Lost in the Middle depresses mid-context utilization (Strategy 31).
Why are pronouns penalized?
Once a chunk is isolated, pronouns lose their referent — AI can’t tell what you’re talking about.
Why does ‘contact us for pricing’ get flagged?
It’s a semantic dead-end — AI can’t extract actionable data. Replace with a concrete range and it becomes citable.
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