HoneyBook Turns Its Client Data Into Something You Can Just Ask Claude About

HoneyBook, the client relationship platform used by more than 100,000 independent service businesses to manage over $10 billion in work, launched HoneyBook MCP, an integration built on the open-source Model Context Protocol that lets users query and act on their account data directly from AI assistants like Claude. The connector, listed as a community-reviewed connector in Claude starting today, enables plain-language queries and actions such as updating project stages, generating invoices, and sending payment requests, while keeping user credentials isolated from the model. HoneyBook cites studies showing AI-using businesses earn nearly five times more revenue and that 96.9% of venue operators lack technology to book more events.

HoneyBook, the client relationship platform used by more than 100,000 independent service businesses to book and manage more than $10 billion in work, has launched HoneyBook MCP, a new way for its members to reach their own account data directly from an AI assistant instead of logging into a separate dashboard. The release makes HoneyBook one of the first client management platforms for independent businesses to expose this level of integration with AI assistants. It is built on the open-source Model Context Protocol, the same standard now used to connect Claude and other MCP-compatible tools to outside data sources, and HoneyBook is listed as a community-reviewed connector inside Claude starting today, with support for any other MCP-compatible model as well. For most HoneyBook members, the platform already functions as the system of record for an entire client relationship, from the first inquiry through contracts, scheduling, communications, and final payment. HoneyBook MCP makes that full history queryable in plain language: a user can ask which leads have gone quiet, which bookings are on the calendar this week, or where a specific client's project stands, and get an answer pulled directly from their account rather than piecing it together across email, texts, and a CRM tab. The connector can also take action, not just answer questions, letting users update a project's stage, add notes to a client record, generate and send an invoice or contract from a saved template, or issue a one-off payment request, all from inside a conversation with the model. HoneyBook is framing the release around a productivity gap it has measured directly. A recent HoneyBook study found businesses using AI tools earn close to five times the revenue of those that do not, and a separate study of venue operators found 96.9 percent said they lacked the technology needed to book more events, citing gaps like staff scheduling integration and automated lead qualification. A third study focused on photographers found the post-shoot workflow is still largely manual: more than half copy client information by hand into gallery software and manually email gallery links, a routine that can eat 30 to 60 minutes per client. HoneyBook MCP is aimed squarely at that kind of repetitive administrative work. A photographer can ask which clients are still waiting on their galleries and have the connector generate and send the invoice once a shoot wraps, without switching between tools to do it. HoneyBook says early access users found the most value in reconciling and updating the status of their own records, catching stale leads, unpaid invoices, and mislabeled entries that tend to quietly pile up in a fragmented workflow. Phoebe Gates' Startup Phia Secretly Stole Affiliate Commissions For Months https://startupfortune.com/phoebe-gates-startup-phia-secretly-stole-affiliate-commissions-for-months/ Bloomberg's investigation found Phia, the shopping app co-founded by Phoebe Gates and Sophia Kianni, secretly hijacked affiliate commissions for seven months before telling the public it had only just discovered the practice. The scheme may have cost merchants more than $10 million and cratered Phia's daily revenue once it was shut off. - how to detect affiliate commission fraud in apps https://startupfortune.com/phoebe-gates-startup-phia-secretly-stole-affiliate-commissions-for-months/ - cookie stuffing scheme stealing referral credits from retailers https://startupfortune.com/phoebe-gates-startup-phia-secretly-stole-affiliate-commissions-for-months/ Because sensitive client and payment data sits behind the connector, HoneyBook says every request runs in an isolated environment with outbound access restricted to HoneyBook itself, and that user credentials are never exposed to the underlying model. The company also frames the release as an early step toward letting outside developers build their own integrations and automations on top of HoneyBook data, extending its use beyond the HoneyBook app itself. HoneyBook MCP is available today to all HoneyBook users.