Richpanel vs Forethought
Side-by-side trajectory, velocity, and editorial themes.
Richpanel is widening its integration moat and opening the helpdesk up to AI via MCP.
Richpanel is in heavy integration mode, shipping a new ecommerce or comms connector almost every week — Appstle Subscriptions, JustCall (inbound/outbound calls in the inbox), BigCommerce, WhatsApp templates from the reply box, plus earlier ShipInsure, Okendo, and Fulfil ERP. The strategically interesting moves are a Claude/MCP integration that gives Anthropic's assistant secure access to helpdesk data, and Custom HTTP Widgets that let merchants pull any REST API into the conversation sidebar.
The product is positioning as the most-connected helpdesk for Shopify-era ecommerce: native integrations for every adjacent SaaS, plus the no-code Custom HTTP widget escape hatch for the long tail. The MCP server signals where they want to go next — AI assistants reading and acting on helpdesk data rather than agents copy-pasting between tabs. Competitive frame is Gorgias, Zendesk's commerce push, and Shopify Inbox.
Expect more MCP/agent surface — likely outbound connectors for ChatGPT and Cursor on top of the existing Claude integration, plus internal AI-drafted replies and triage. Integration breadth will keep expanding across loyalty, reviews, subscriptions, and shipping. Pricing may eventually meter AI usage per conversation alongside seat-based plans.
Forethought pivots from answering questions to executing outcomes via Orchestrator and Browser Agents.
Forethought is in the middle of a deliberate platform-narrative shift. April shipped two foundational pieces: Orchestrator, which routes business signals into deterministic AI actions across channels, and Browser Agents, which can take actions in apps that don't expose APIs. Test Suite landed alongside as the validation tooling for agent behavior before deployment. The CEO's 'Next Chapter' post frames the same direction in plain language: AI moving from answering to resolving.
The company is repositioning from a customer-support intent and triage AI to an outcomes-execution layer for enterprise customer experience. Browser Agents are the bet that the long tail of CX work lives in apps without proper APIs — making the agent capable of clicking through them is the moat. Orchestrator and Test Suite are the deterministic-control and validation pieces that make this defensible enough for enterprise procurement.
Expect a tightening of the integration story — pre-built Browser Agent flows for common CX systems like Zendesk and Salesforce Service Cloud — and an explicit outcomes-priced packaging emerging over the next quarter as the company moves past per-seat or per-resolution pricing.
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