Technical breakdown
Technical breakdown: FAQPage JSON-LD for AI Control
How a product FAQ block is prepared for readers and as structured data; the markup does not guarantee that an AI system will cite the page.
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AI Search Research and Guides
Explore practical guides to AI visibility, citations, and prompt monitoring. Learn how to build repeatable measurements and interpret results in context.
Methodology
How to measure LLM visibility
Metrics and a basic process for monitoring brand presence.
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Prompt monitoring for AI search
How to build a repeatable set of queries and track it over time.
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Share of Voice in AI Search Responses
What share of voice measures and how to compare a brand with competitors.
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Tools for analyzing AI competitors
A workflow for finding competing brands in AI responses.
Read articleTool selection
How to choose an AI visibility monitoring tool
Selection criteria and questions to check before subscribing.
Read articleSee how the data is collected
The public demo shows the AI Control interface using a synthetic project. It does not use credits or send requests to live AI systems.