[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"glossary-seat-utilization::en":3,"gloss-cluster-seat-utilization::en":23,"gloss-next-seat-utilization::en":9},{"slug":4,"category":5,"name":6,"definition":7,"meta_desc":8,"faq":9,"schema_markup":9,"related":10},"seat-utilization","analytics","Seat Utilization","Seat utilization is the share of the seats you pay for that are actually being used — active seats divided by provisioned seats, over a period. On a seat-based contract it is the number that tells you whether you are buying software or buying licences, and it is the single most effective lever a buyer has in a renewal negotiation, because a vendor asking for a fifteen percent uplift on a subscription running at forty percent utilization is negotiating against a fact rather than an opinion. Everything depends on how active is defined, and that definition should be yours rather than the vendor's. A login is the weakest signal available: it counts anyone who opened the tab, including people who did so because a notification email told them to. Better definitions require a meaningful action in the period — a document created, a ticket handled, a query run — and the right period is usually a month, since weekly windows punish part-time roles and quarterly windows hide months of drift. Vendor-supplied dashboards tend toward the generous definition for obvious reasons, so where an API or an export exists it is worth computing the number yourself. Utilization is a diagnostic, not a verdict. Low utilization on a tool bought for a specific team may be correct if that team is small and the seats were provisioned for a rollout that has not happened yet. It may also mean onboarding failed, the tool solved a problem that turned out not to be pressing, or seats were never deprovisioned when people left. The three have different fixes — reduce the seat count, invest in adoption, or drop the tool — and the utilization number alone does not distinguish them. Reviewing it per tool on a fixed schedule, well before renewal dates rather than in the week of one, is what turns it from a reporting metric into a spending decision.","Seat utilization is active seats over paid seats. It is a buyer's strongest renewal lever, but only if you define active yourself rather than take the vendor's.",null,[11,14,17,20],{"slug":12,"name":13},"active-user","Active User (DAU, WAU, MAU)",{"slug":15,"name":16},"seat-based-pricing","Seat-Based Pricing",{"slug":18,"name":19},"seat-sprawl","Seat Sprawl",{"slug":21,"name":22},"shelfware","Shelfware",[24,28,29,33,36,39,42,45,48,51,54,57],{"slug":25,"category":5,"name":26,"updated_at":27},"ab-testing","A\u002FB Testing","2026-08-24T02:46:38+00:00",{"slug":12,"category":5,"name":13,"updated_at":27},{"slug":30,"category":5,"name":31,"updated_at":32},"autocapture","Autocapture","2026-08-24T02:46:37+00:00",{"slug":34,"category":5,"name":35,"updated_at":27},"cost-per-resolution","Cost per Resolution",{"slug":37,"category":5,"name":38,"updated_at":32},"customer-data-platform","Customer Data Platform (CDP)",{"slug":40,"category":5,"name":41,"updated_at":27},"deflection-rate","Deflection Rate",{"slug":43,"category":5,"name":44,"updated_at":27},"guardrail-metric","Guardrail Metric",{"slug":46,"category":5,"name":47,"updated_at":32},"identity-resolution","Identity Resolution",{"slug":49,"category":5,"name":50,"updated_at":32},"multi-touch-attribution","Multi-Touch Attribution",{"slug":52,"category":5,"name":53,"updated_at":27},"novelty-effect","Novelty Effect",{"slug":55,"category":5,"name":56,"updated_at":32},"retention-curve","Retention Curve",{"slug":58,"category":5,"name":59,"updated_at":27},"sample-ratio-mismatch","Sample Ratio Mismatch (SRM)"]