SIQA Editorial Team
AI Visibility Research Team
The SIQA Editorial Team writes about AI visibility, Generative Engine Optimization, and the future of search.
About SIQA
SIQA measures and improves how brands appear in AI search results. We built this for ourselves first — and we use it on ourselves every day.
Our methodology
SIQA's Share of Answer formula is intent-weighted: a transactional query like "best CRM software" counts 4× more than an informational query like "what is CRM?". We blend signals across ChatGPT, Gemini, Grok, Llama and DeepSeek — re-normalizing when a model is unavailable so the score stays comparable.
Full formula and validation are available on request.
Team
Contact
Reach the team at hello@siqaai.com.