AI Delivery Diagnosis
Measure how AI systems actually describe official company facts.
Official product facts
- Category
- AI delivery measurement
- Best for
- Teams that want field-level evidence of what AI systems actually deliver today.
- Primary output
- Engine-by-engine delivery report with missed-field and citation review.
- Official URL
- https://aao.co.kr/products/ai-delivery-diagnosis
What it does
Checks how ChatGPT, Gemini, and Perplexity deliver official company facts from a website and shows what each engine misses, distorts, or cites.
What is included
- Prompted checks across major AI engines
- Official fact matching against declared source data
- Citation visibility review
- Missed-field analysis with likely causes
Typical use cases
- Verify whether the company description is actually delivered
- Check whether official facts appear with citation
- Compare homepage delivery against source-hub delivery