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Intelligence Lab
Playbooks for winning discovery, recommendation quality, and citation trust across major AI systems.
Research
Perception Intelligence: How AI Framing Changes Brand Conversion
A brand can be visible in AI and still lose demand if framing is weak. This deep dive shows how to classify AI perception and turn it into action.
2026-02-25·10 min read
StrategyFrom Keywords to Knowledge Graphs: How Content Strategy Changes in AI Search
In AI search, volume-first keyword publishing is weaker than entity clarity and source trust. Here is a practical content strategy for structured discoverability.
2026-02-24·9 min read
StrategyAI Visibility Is Now a Brand Distribution Channel
AI assistants and Google AI are now deciding which brands appear in answers. This guide explains what changed, what to measure, and what to do first.
2026-02-20·7 min read
MethodologyThe VPSI Framework: A Practical Scoring Model for AI Visibility
VPSI breaks AI visibility into four dimensions: Visibility, Position, Perception, and Integrity. This post explains how to interpret each score and what action to take.
2026-02-15·8 min read