Your brand does not have one AI-search position.
The same buyer question can produce different brands, claims and citations across models, markets, languages and moments. That is why AI visibility has to be monitored as a system.
What changes the answer
The model and product surface
Different systems assemble and present answers differently. A brand visible in one surface may be absent in another.
The wording and intent
'Best,' 'compare,' 'for a startup' and 'is it safe?' are different decisions. Each can produce a different shortlist.
The market and language
Local competitors, publications, reviews and terminology change the source landscape and the answer.
The available information
Product details, comparisons, documentation, reviews, editorial coverage and community discussion can all appear around a buyer's response.
Time
Answers and source patterns move as models, web content and buyer language change.
Surfaces Velova supports
ChatGPT
Monitor brand mentions, recommendations, competitors and citations across tracked buyer questions.
Gemini
Compare how Google's conversational AI represents the category and the brand.
Google AI Mode
Track the conversational answer experience inside Google Search.
Google AI Overviews
See where the brand and its pages appear in AI-generated search summaries.
Perplexity
Inspect answer position and the cited-source landscape around research-heavy questions.
Claude
Extend monitoring to Anthropic's answer experience through supported plan coverage.
Do not optimize for a logo. Optimize for the buying decision.
Start with the question, then compare how each surface handles it. Find the recurring competitor and source gaps, run the highest-value actions and measure every surface again.