Google AI assistant
Improve brand visibility in Gemini.
AIARF tests brand discovery in Gemini across category, comparison, problem and recommendation prompts.
Core opportunity
Consistent public facts and useful expert content give Gemini stronger material for brand-level answers.
Assess GeminiQuestions we test
Turn a vague visibility problem into observable questions.
01
Can Gemini distinguish the brand from similarly named entities?
02
Which competitors are surfaced for comparison prompts?
03
What claims need correction or stronger evidence?
Signals
What gets recorded.
- Entity recognition
- Competitive inclusion
- Answer accuracy
- Source consistency
Deliverables
What you can act on.
- Entity audit
- Prompt library
- Content briefs
- Change log
Platform-specific, system-wide