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Original research written up in depth to help you understand how AI is impacting your growth.
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Your AI Visibility Metrics Are Lying to You: How Conversational Context Shapes AI Responses
AI names the same brands whichever path a buyer takes, but frames them differently, steering them to different vendors. New research on why prompt tracking misses the crucial detail of AI responses.
The HRTech Content Benchmark: What 90,000 pages say about HRTech Content in the AI Era
HRTech content is exceptionally well optimised but woefully undifferentiated. Just 5.7% shows high information gain. New research based on analysis of 90,000 pieces of content.

“Dark AI” and What Actually Drives AEO Influence
Just 16% of AI responses in B2B journeys cite a brand. New research on the awareness and consideration conversations that shape category narratives and shape buyer decisions.

Fintech Content in the AI Era: 2025 Benchmark Report
Short-form content exploded from ~25% to 65% of all fintech output in four years. New research on how AI reshaped the category's content and the content debt brands are quietly accruing.
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