CIO.com’s October analysis makes the renewal version of the same point: licenses, activations and prompt counts show distribution, not durable value, and abandonment reveals who tried a tool and walked away.
Sellers must bring quantified outcomes, real examples and retention evidence forward — not save proof for the business review.
Sellers should move the proof to the front of the funnel. An ROI calculator with the buyer’s own inputs, quantified customer outcomes and a financial-justification one-pager belong in early-stage content, not held back for the business-case stage — because evaluation now starts with the finance question. Renewal discipline matters just as much: marketing claims built on licenses sold or seats activated will be tested against actual usage, so publish adoption depth and retention evidence, and let customer proof show sustained use rather than launch announcements. Sales teams should ask early how the buyer will judge value at renewal; that answer tells you which evidence to build the deal around.