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A measurable shift in retrieval weighting across the past 90 days.
Why model answers shift without warning — and how to monitor it.
Citations now decay 3× faster than they did 12 months ago.
What a complete visibility audit looks like in 2026.
A 14-day playbook for restoring brand presence after a refresh.