Prompt design
Define representative questions around product decisions, supplier comparisons and target markets.
Search & AI Visibility
AI visibility monitoring: measure change without mistaking noise for progress.
AI-generated responses vary across models, prompts and time. We establish relevant B2B question sets, set up repeatable monitoring with Vysentra, interpret competitor and citation signals, and connect the findings to tangible content and engineering tasks.
The problem behind the search results
AI-generated responses vary across models, prompts and time. We establish relevant B2B question sets, set up repeatable monitoring with Vysentra, interpret competitor and citation signals, and connect the findings to tangible content and engineering tasks.
What we investigate and improve
Measurement
Document platforms, timing and repeatable evaluation criteria.
Analysis
Review mentions, supplier recommendations, sources and competitor context.
Action backlog
Convert meaningful observations into testable content and technical improvements.
The software and the service do different jobs
Vysentra provides the measurement platform. Valanor can configure, interpret and act on the results.
A fluctuation is not a trend
Changes need careful interpretation because platform behaviour and sample size affect outcomes.
How we work
Establish the baseline
Identify relevant buyer questions, existing content, technical architecture and available measurements.
Examine the causes
Distinguish issues with delivery, information structures, sources and search intent.
Implement targeted changes
Define and implement improvements in the systems that actually create the problem.
Validate the outcome
Review technical acceptance criteria and interpret search or AI visibility evidence within its limits.
Related SEO & GEO services
SEO and GEO consulting overview.
AI visibility software for measuring brand presence and AI citations.
Generative engine optimization for B2B content and systems.
Industrial product discovery through search and AI systems.
Frequently asked questions
How often should we monitor?
Frequency depends on business decisions and platform coverage; a consistent method matters more than volume.
Is AI visibility monitoring a traditional ranking tracker?
No. It evaluates recorded model responses rather than stable positions in a search index.
Can Vysentra be used without consulting?
Yes. The product is available separately from our managed monitoring and optimization work.
Discuss the next step
Let's examine your ai visibility monitoring priorities.
We assess the current system, the relevant buyer questions and what should change first.
Aleksandar Basara
Managing Director
aleks@valanor.co
+49 (0) 711 16 44 6 83
Lindenspürstrasse 22, 70176 Stuttgart
