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Knowband's avatar

Really sharp analysis of a trend most people would misread at first glance. The drop in users paired with rising referral traffic is a strong signal that AI tools are becoming intent-driven discovery layers, not just chat interfaces.

What stands out is the shrinking citation surface combined with higher-quality traffic, it suggests fewer brands will capture more value, which makes early visibility in AI responses a real competitive advantage rather than just another channel experiment.

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