How It Works

Four engines, one audit

We run 92 structured queries across ChatGPT, Perplexity, Gemini, and Claude. Every query is logged, scored, and turned into a prioritized action plan.

01
Step
Submit your URL
Enter your website URL and brand name. We extract your core product categories, target audience, and competitive context automatically using our brand context engine.
Input
Your URL
No login required
Output
Brand context
Auto-extracted
02
Step
Live query execution
We fire 92 structured queries across 4 AI engine APIs in parallel. Each query is designed to surface whether your brand is mentioned, recommended, or cited versus competitors.
Queries
92 total
23 per engine
Engines
4 APIs
Live data only
03
Step
Scoring and analysis
Every response is analyzed for mention rate, citation frequency, sentiment, position, and competitor co-occurrence. Results feed into a weighted 0 to 100 AEO Score with letter grade.
Score range
0 to 100
Weighted composite
Checklist
36 items
With fix guides
04
Step
Report delivery
Your full 8-section report is delivered automatically when analysis completes. It includes score breakdown, verbatim AI logs, priority fix roadmap, and score improvement simulator.
Sections
8 sections
Full diagnostic
Time
10 to 30 min
Varies by site
Engines Measured

Four engines, one truth

Each engine has different data sources and ranking factors. Your brand may appear in one engine and be invisible in another. We measure all four.

ChatGPT (GPT-4o)
Official API

Training data drives visibility here. High-authority web content, Wikipedia, documentation, and press coverage improve ChatGPT brand recognition directly.

23
Queries run
GPT-4o
Model version
Training
Data source
Mention rate, avg position, sentiment polarity
Competitor co-mention frequency
Response verbatim log captured
Perplexity (Sonar Pro)
Official API

Real-time web search plus AI synthesis. Perplexity crawls live when answering queries, so your current web presence matters more than training data here.

23
Queries run
Sonar Pro
Model version
Live web
Data source
Mention rate, citation domain detection
Live search query capture via API metadata
Response verbatim log captured
Gemini (1.5 Pro)
Official API

Google's multimodal model. Trained on a large corpus with strong integration of Google Search signals. Brands with strong Google presence tend to score higher here.

23
Queries run
1.5 Pro
Model version
Google
Data source
Mention rate, sentiment, entity recognition
Competitor comparison detection
Response verbatim log captured
Claude (Sonnet)
Official API

Anthropic's model emphasizes safety and nuance. Brands with clear, well-structured content and strong category authority tend to fare best in Claude responses.

23
Queries run
Sonnet
Model version
Training
Data source
Mention rate, category positioning
Sentiment and authority signals
Response verbatim log captured
What You Get

8-section full report

Every audit produces a complete diagnostic report with scored sections, verbatim logs, and a prioritized fix roadmap.

01
AEO Score Overview
Composite 0 to 100 score with letter grade and engine-by-engine breakdown.
02
Mention Rate Analysis
How often your brand appears across 92 queries, by engine and query category.
03
Citation Map
Which domains the AI cites when referencing your category and competitors.
04
Competitive Brand Map
How your brand is positioned relative to competitors in AI response patterns.
05
36-Item Checklist
Specific technical and content fixes with step-by-step implementation guides.
06
Priority Action Roadmap
Top 5 fixes ranked by projected score impact, ready to implement immediately.
07
Score Simulator
Project your new AEO score after implementing each priority fix.
08
Verbatim AI Logs
Full text of every AI response captured during your audit for review.
FAQ

Common questions

Do I need to install anything?+
No. Just submit your URL. We handle all crawling, querying, and analysis automatically with no setup required on your end.
How long does an audit take?+
Processing typically takes 10 to 30 minutes depending on site complexity and engine response speeds. Results are delivered automatically when complete.
How is this different from SEO tools?+
SEO tools measure Google search rankings. We measure AI engine mentions and citations directly. A brand can rank on page 1 of Google and be completely invisible in AI responses. We measure the AI layer.
What industries do you support?+
Any brand with a web presence. We have audited B2B SaaS products, D2C brands, marketing agencies, and professional services firms. The methodology works for any brand competing for AI visibility.

Ready to see your AI score?

Get your full 8-section AEO audit in 10 to 30 minutes.

Choose a Plan See Sample Report