Content Optimizer Pro

A prototype for Answer Engine Optimisation: scoring articles for answerability, highlighting missing questions, and generating improved titles and metadata - built for an AI-first search world.

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The system this prototype explores

What happens when search becomes answers, not clicks? This tool explores how editorial teams can adapt their writing to an environment where AI summarises your content before users see it.

AEO

Answerability scoring

The system checks whether content directly answers real audience questions - not just keywords or SEO patterns.

Editorial

Missing questions detection

Surfaces gaps: questions users would ask but your article does not address.

Search

Headline & metadata optimisation

Generates clearer, more structured titles and descriptions tailored for both humans and LLM-based search.

How it works

Built as a fast editorial assistant for clarity and AI-readability.

Core idea

Paste content → get evaluation

Writers paste the article text and instantly receive answerability, clarity, and AEO metrics.

Analysis

Content → question mapping

The tool extracts the key questions the content answers - and which ones it ignores.

Output

Better titles, better metadata

Generates human-ready and AI-ready titles, descriptions, and missing FAQ suggestions.

Screenshots

UI

Content analysis

Content analysis screenshot
UI

FAQ detection

FAQ detection screenshot
Analysis

See the optimization in action

A quick run-through of how the tool checks answerability, headings and metadata, then suggests concrete improvements.

Continue exploring

Move from editorial clarity to emotional systems.

Go to What Stays →