| Price from | $499/mo | $37/mo |
| Free plan | — | — |
| Free trial | — | Yes |
| Open source | — | — |
| Web | — | Yes |
| API | Yes | Yes |
| Plans published | 4 | 2 |
| Spec score · AI Workflow Automation Software | 7.7 (#17) | 8.4 (#10) |
| Channels | Acknow says agents can work across chat, email, and webhooks. | The maker says agents can be used in Slack, Teams, email, or the Gumloop interface, and shared as links or embedded in work contexts. |
| Integrations | The integrations page lists GitHub, GitLab, Jira, Linear, Slack, PagerDuty, Datadog, Zendesk, Intercom, Freshdesk, HubSpot, Salesforce, and Notion. | Gumloop says it natively supports over 300 integrations and can connect external MCPs or host custom MCPs. |
| Product | Acknow describes itself as a multi-agent orchestration platform for automating customer support, bug triage, documentation, and operational workflows. | Gumloop describes itself as a multiplayer AI agent builder that lets company teams build agents using AI models and integrations, with IT controls for access and spend. |
| Support | The contact page offers a 30-minute platform walkthrough and lists [email protected] for email inquiries. | The pricing page lists email support and Gumloop University; dedicated Slack support and an embedded Gumloop expert are listed as Enterprise features, with the expert marked optional. |
