Write Uncertainty Into AI Answers
Use explicit uncertainty, assumptions, ranges, methodology notes, and evidence boundaries so AI-search content remains useful without overstating
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Citation-Worthy Comparison Pages
Create comparison pages that AI systems and buyers can evaluate through consistent criteria, source notes, trade-offs, update dates, and clear
