Understand which questions AI answers with your brand
Prompt Attribution Matrix
A matrix view of every tracked prompt against every AI engine, showing whether your brand, a competitor, or neither was mentioned in the response.
Category Coverage Analysis
Group prompts by topic cluster and identify entire category segments where competitors consistently outperform you in AI-generated answers.
Competitive Intent Mapping
See the exact prompts where a competitor is mentioned but you are not. These are your highest-priority content opportunities — already validated by user intent.
Content Gap Recommendations
AIEO Checkup maps each gap back to a content type — FAQ page, comparison article, case study — so your team knows exactly what to create to reclaim that answer position.
Question Intent Clustering
Prompts are automatically clustered by intent: informational, commercial, navigational. Prioritise effort by the clusters with the highest conversion proximity.
Displacement Alerts
Get notified when a competitor begins to capture answer positions you previously owned — before the traffic impact reaches your analytics dashboard.
How the AEO Audit works
Build your prompt corpus
AIEO Checkup generates a comprehensive set of prompts that mirror how real users query AI engines about your product category, including comparison queries and recommendation requests.
Run responses across all engines
Each prompt is fired across six supported AI platforms. Responses are parsed for brand mentions, competitor mentions, sentiment, and the position of your brand within the answer.
Get your AEO score and action plan
The audit delivers a per-prompt attribution matrix, a category-level coverage score, and a prioritised list of content gaps to close to grow your answer engine share.