Conversational answer engine
Improve brand visibility in ChatGPT.
AIARF studies whether ChatGPT recognizes your entity, when it recommends you, what claims it repeats and which sources shape those answers.
Core opportunity
Clear entity facts and strong third-party corroboration can make your brand easier to retrieve and safer to cite.
Assess ChatGPTQuestions we test
Turn a vague visibility problem into observable questions.
01
Does ChatGPT name the brand for relevant category questions?
02
Which sources appear when web search is used?
03
Are positioning, products and proof represented accurately?
Signals
What gets recorded.
- Mention rate
- Recommendation context
- Citation domains
- Narrative accuracy
Deliverables
What you can act on.
- Prompt baseline
- Source map
- Entity fixes
- Monthly verification
Platform-specific, system-wide