AI Visibility Score
Industry benchmark analysis
AI barely mentions Mariadb
Mentioned in 1/15 category questions across ChatGPT, Claude, and Gemini.
Industry Rankings
AI Platform Visibility
Performance across major platforms
Brand Authority
How the internet talks about you
GEO Score Analysis
Generative Engine Optimization metrics for AI discoverability
What AI Platforms Say About You
Sentiment analysis across platforms
The intelligence report captures 200+ verbatim AI responses about Mariadb — what AI actually says, word for word. See them in the report
Source Citations
Where AI platforms find information about your brand
300+ citations analyzed
Which domains AI trusts in your category. Which competitor content is cited instead of yours. Which of your own pages AI references. All in the audit.
See the full citation map →4 Actions Identified
Prioritized fixes based on your score — available in the full audit
The check shows where. The intelligence report shows why.
What is AI actually saying about Mariadb? Word for word.
200+ verbatim AI responses. 2,000+ citations traced. Source chain analysis. 90-day engineering playbook.