| Sources and ingestion | Documents, websites, and databases; training size and retraining vary by plan. | Focused crawl of public docs, help, and website pages. |
| Citation behavior | Record and inspect the cited URL for every one of the 20 questions. | Record and inspect the visible response sources for the same questions. |
| Primary focus | Broad customer-service AI agents. | Public documentation and help-content answers. |
| Actions and leads | Built-in actions, escalation, lead collection, and custom API actions. | Not the core job; prioritize cited answers and content gaps. |
| Channels | Website plus email, messaging, commerce, phone, and helpdesk channels. | Embeddable website and documentation widget. |
| Branding | Customization is available; pricing lists branding removal separately. | Widget styling is managed in the ChattyBox project. |
| Analytics | Basic and advanced analytics are plan-dependent. | Conversation and unanswered-question review for docs teams. |
| API and integrations | API access is listed on Standard and above; many service integrations are listed. | Focused public widget installation rather than a broad integration catalog. |
| Data and usage controls | Compare training-size, credit, seat, retention, security, and enterprise controls by plan. | Compare current project limits and public-source scope on the selected plan. |
| Current plan check | Free, Hobby, Standard, Pro, and Enterprise were listed on July 9, 2026; verify live prices. | Compare the current ChattyBox plan against the features actually required. |