Gumloop vs Kit (formerly ConvertKit)
Side-by-side trajectory, velocity, and editorial themes.
Gumloop Brain grounds agents in company knowledge as the platform races toward agent ops
Gumloop is a fast-shipping agent-automation platform, and its changelog is a steady stream of MCP connector growth, new model support, and agent-governance controls: credit thresholds, chat evaluations, per-agent analytics, and access requests. The standout in this window is Gumloop Brain, a permission-scoped company knowledge base that lets agents answer from real content across Drive, Notion, Slack, and Confluence with citations. Around it sit incremental wins: 160-plus new connectors, usage-based workflow billing, agent-owned credentials, and DocuSign and ClickUp connectors going GA.
The arc points squarely at enterprise-grade agent operations: grounding agents in company data, metering spend by token usage, adding per-agent analytics and credit governance, and widening the connector surface. Gumloop is positioning itself as the control plane for company agents rather than a workflow builder, with reliability and admin controls maturing release over release.
Expect Gumloop Brain to deepen with more sources and retrieval controls, and the usage-based billing shift to bring further spend-management and enterprise-tier features. The connector-and-model cadence will continue as table stakes.
Kit pushes past email tooling toward audience intelligence and AI-tool access.
Kit (formerly ConvertKit) is layering two new capabilities on top of its email and automation core: subscriber intelligence and AI-tool integration. Alongside those, it shipped a navigation redesign, a rebuilt landing page editor, and a rename of Creator profile to Newsletter site. The base product keeps getting incremental search and editor polish while the headline bets are data and AI.
The direction is from send-and-automate toward understand-your-audience and operate-Kit-from-anywhere. Subscriber Signals adds an audience data layer that competes with standalone enrichment tools, while the Kit MCP exposes the platform to external AI assistants. Together they reposition Kit as creator infrastructure rather than just an email sender.
Expect Subscriber Signals to move from early access toward general availability and the MCP to graduate from beta with broader write actions across lists, sequences, and broadcasts.
See more alternatives to Gumloop →
See more alternatives to Kit (formerly ConvertKit) →