| Primary target | Enterprise support operations (100+ agents, dedicated admins) | Teams of 2-50 agents where messaging channels are primary |
| Channels | Email, voice, chat and social; WhatsApp via Business API only on higher tiers | WhatsApp (QR + official API), Instagram, Messenger, Telegram, Email, SMS, live chat, Slack, Viber, LINE natively connected |
| WhatsApp support | Requires Suite Professional ($115/agent/month) plus a third-party BSP you configure separately | Native on every plan — QR linked-device or official Meta Cloud API, no higher tier required |
| AI features | Strong AI (triage, suggestions, summaries) via the Advanced AI add-on at $50/agent/month | AI-assisted routing, auto-replies and reply suggestions included in the core product |
| Pricing model | Per agent per month; add-ons for AI and channels | Flat per workspace: $29-$199/month, tiers by agents and channels |
| Setup time | Implementation guide recommends 2-6 weeks; partners often engaged | Operational the same day; first channel connected in minutes |
| Reporting | Zendesk Explore: custom dashboards, multi-year trends, cross-property views | First response time, resolution time, CSAT, volume by channel, agent performance |
| Enterprise integrations | Deep integrations: Salesforce, ServiceNow, complex internal tooling | CRM lead handoff via signed webhook, REST API, Slack |