Start from the product category, then bind the choice to workflow, operator, pattern, aha, and decision tradeoff before choosing a vendor.
The mistake to avoid: renewal regret.
Exports, dashboards, permissions, saved reports, and team habits usually decide whether the switch is clean.
The later pain is rarely the entry plan; it is seats, exports, credits, add-ons, projects, and renewal leverage.