LumearAILumearAI
The Lumear Blog
AI visibility, in practice
How AI assistants decide which brands to name and cite — and the concrete moves that get them to pick you. Field notes from building the platform that measures it.
- AI visibility
How to measure AI visibility
A practical framework for measuring whether AI assistants name your brand — visibility rate, share of voice, citation count, and sentiment — and how to track lift over time.
3 min read - Citations
Why AI models cite competitors instead of you
If ChatGPT keeps recommending your rival, it is not random. Here are the concrete reasons models cite competitors — and what to change so they cite you.
3 min read - JSON-LD
How structured data influences AI discovery
What JSON-LD actually does for AI systems, why it reduces extraction errors, and the specific schema types worth shipping — with a copy-paste FAQPage example.
4 min read