Create a product analytics application that helps SaaS teams understand when a subscription offering becomes unnecessarily complicated.
Allow users to import plan definitions, feature entitlements, usage events, support tickets, upgrade histories, and customer feedback. Map features to subscription tiers and identify features that are difficult to understand, rarely used, frequently misunderstood, or expensive to maintain.
Analyze overlaps between plans, unclear feature boundaries, upgrade friction, and combinations that create confusing purchase decisions.
Build a plan simplification simulator where teams can consolidate entitlements, rename features, change packaging, or move capabilities between tiers. Show which customer segments might be affected and what additional evidence is needed before making a change.
Generate proposed experiments, migration checklists, and customer communication drafts.
Do not equate low usage with low value, particularly for occasional or critical features. Preserve existing entitlement rules in simulations, avoid inventing willingness-to-pay data, and require validation before recommending pricing or packaging changes.
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