Customer Engagement Analysis in Excel for 365datascience.com

Matrix templates for AI tool free-plan risks, usage caps, watermark policies, credit limits, commercial rights, and upgrade triggers.

Scorecards for AI directory pricing changes, free-plan limits, feature shifts, review refreshes, buyer risk, and update priority.

Scorecards for AI tool onboarding friction, signup steps, first output time, free-plan limits, evidence notes, and alternatives.

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Scorecards for comparing AI tool pricing limits, free-plan constraints, upgrade triggers, buyer risk, and alternatives.