Pricing model and cost predictability
Zendesk AI uses a per-agent subscription with add-on pricing for advanced features. Alternatives diverge sharply: some charge per resolved interaction, others use conversation-based or resolution-based pricing negotiated through sales, and one candidate publishes no unit price at all. Buyers should model expected monthly volume against each pricing structure, because a low per-outcome fee can exceed a flat subscription at high volume, while an opaque enterprise quote may or may not undercut a published tier depending on negotiated terms.