What does a high AEO Score mean?

An AEO score of 8/10 or higher indicates that the query is a high-priority opportunity for optimization, where structured and expert content is likely to be cited by AI engines.

Why are comparative queries important for AI search?

Comparative queries often have a medium AI likelihood, meaning users still look for deep, subjective expertise that AI models may not fully provide, offering a defensive SEO advantage.

AI Search Query Classifier | AEO Opportunity Audit

AI Search Query Classifier

Stop optimizing for clicks and start optimizing for answers. Paste your keyword list to automatically classify search intent, determine the likelihood of an AI-generated answer, and identify your high-priority AEO opportunities.

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Enter one query per line. Maximum 50 queries.

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Total queries 0

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High priority 0

AI answer likely 0

Query classification results

Query ↕	Intent ↕	AI answer ↕	AEO score ↕	Content type ↕	Funnel stage ↕

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AI Search Query Classifier Overview

The AI Search Query Classifier is a strategic auditing tool designed for the next generation of search. As Large Language Models (LLMs) begin to answer user queries directly, traditional keyword metrics like ‘Volume’ and ‘Difficulty’ are no longer sufficient.

This tool analyzes up to 50 search queries at a time, classifying them by Intent (Informational, Navigational, Comparative, Transactional) and providing a unique AEO Score. By calculating the AI Answer Likelihood, the classifier identifies which of your keywords are most likely to be ‘eaten’ by AI summaries—allowing you to pivot your content strategy toward high-value, comparative, and complex topics that AI still struggles to fully satisfy.

How to use AI Search Query Classifier

The AI Search Query Classifier is a data-driven diagnostic that transforms a raw keyword list into a structured action plan. To begin, Paste your search queries (one per line, maximum 50) into the input field. These can be current high-traffic keywords from your Search Console or potential targets for a new campaign. Click “Classify queries” to process the data.

The tool will generate a Query Classification Results table, mapping each term to its specific intent and funnel stage. Pay close attention to the AEO Score (scaled 1-10) and the AI Answer probability. Once the analysis is complete, scroll down to the Strategic Recommendations section to see your Intent Distribution, identify Top AEO Opportunities (queries scoring 8+/10), and view a custom Action Plan for your content team. You can then Export as CSV or Print results for your next strategy meeting.

Why Use the AI Search Query Classifier?

Search behavior is changing faster than traditional SEO tools can track. Use this classifier to stay ahead of the curve:

Identify AI-Vulnerable Traffic

Pinpoint informational queries with a “High” AI Answer likelihood so you can diversify your traffic sources before search volume drops.

Prioritize High-Value Content

Focus your budget on “Comparative” and “Transactional” queries that have a “Low” AI Answer likelihood but high business value.

Data-Backed Action Plans

Move from raw data to implementation with a prioritized list of AEO optimizations and schema markup requirements.

FAQs

What is 'AI Answer Likelihood'?

This metric predicts the probability that a major AI engine (like ChatGPT or Gemini) will provide a definitive answer that satisfies the user’s intent without them needing to click a website link.

What does a high 'AEO Score' (e.g., 8/10) mean?

A high score indicates a prime opportunity for AI Engine Optimization. These are queries where your content can be easily ingested and cited by AI models if structured correctly.

Why are Informational queries often 'High' in AI Answer likelihood?

Simple “What is” or “How to” questions are easily solved by LLMs using their training data. These require more “Advanced” AEO—such as unique data or expert opinions—to remain competitive.

How should I treat 'Comparative' intent queries?

Comparative queries (e.g., “Product A vs Product B”) often have a “Medium” AI likelihood. This is your opportunity to provide deep, subjective expertise that an AI might struggle to replicate.

Can I export my classification results?

Yes. The tool allows you to export all 20+ classified queries into a CSV file, including their intent, funnel stage, and AEO scores for easy integration into your existing SEO reports.

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AI Search Query Classifier

AI Search Query Classifier Overview

How to use AI Search Query Classifier

Why Use the AI Search Query Classifier?

Identify AI-Vulnerable Traffic

Prioritize High-Value Content

Data-Backed Action Plans

More Tool

Calculators

Offer

FAQs

What is 'AI Answer Likelihood'?

What does a high 'AEO Score' (e.g., 8/10) mean?

Why are Informational queries often 'High' in AI Answer likelihood?

How should I treat 'Comparative' intent queries?

Can I export my classification results?

AI Driven Growth

AI Search Query Classifier

AI Search Query Classifier Overview

How to use AI Search Query Classifier

Why Use the AI Search Query Classifier?

Identify AI-Vulnerable Traffic

Prioritize High-Value Content

Data-Backed Action Plans

More Tool

Calculators

Offer

Pivot Your Strategy for the AI Era

FAQs

What is 'AI Answer Likelihood'?

What does a high 'AEO Score' (e.g., 8/10) mean?

Why are Informational queries often 'High' in AI Answer likelihood?

How should I treat 'Comparative' intent queries?

Can I export my classification results?