Impact Pricing Blogcast: Pricing AI: Three Levels of Value Visibility
Feb 20, 2026
A short take on how AI can hide or reveal the value you actually deliver. Examples contrast surface activity signals with true business outcomes. Three integration levels are laid out to show when value becomes measurable. Practical talk about embedding AI into KPI systems so impact can be tracked and monetized.
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Chapters
Transcript
Episode notes
AI Hides Value Without Outcome Context
- AI often hides value because task-level signals disappear when humans are removed from workflows.
- Integration into systems that track business outcomes reveals the real value AI creates.
Grammarly As An Example Of Blind Measurement
- Grammarly exemplifies a popular tool that sees activity but not business impact.
- Mark Stiving uses Grammarly to show how product telemetry fails to prove economic benefit.
Telemetry Isn’t The Same As Business Value
- Shallow integration produces telemetry about how the tool performs, not whether it moves business metrics.
- Product performance metrics feel useful but don't prove economic value for pricing.