Articos MCP

Articos MCP allows marketing teams, agencies, and founders to conduct user research efficiently by testing messaging, positioning, and landing pages against simulated buyers inside their AI agent. With peer-reviewed research, Articos provides structured feedback and insights in under 30 minutes, significantly reducing the time and cost associated with traditional research methods. This tool is particularly beneficial for those looking to validate their strategies before committing to large spends.

Articos MCP lets users run synthetic audience research from inside AI agents such as Claude, ChatGPT, Gemini, Copilot, and Cursor. It tests messaging, positioning, landing pages, pricing, and concepts against simulated buyers matched to an ideal customer profile. The product returns structured feedback with persona reasoning and segment-level findings, helping marketing teams, agencies, and founders gather audience signal before committing to copy, positioning, or ad spend. Studies are also saved in the Articos platform for later reference and export. A user connects Articos MCP to an MCP-compatible agent with a one-time setup, then describes a research goal in a natural-language prompt. They can provide messaging, positioning, variants, pricing, or a product concept for the study. Articos builds a simulated audience matched to the prompt and returns a structured report in the agent conversation, including persona reasoning, segment breakdowns, scores, quotes, and objections. The study is also saved in the user's Articos account for export, sharing, and comparison. The page presents Articos MCP for marketing teams, agencies, founders, and people making decisions about messaging, positioning, and product concepts. It is designed for users who want audience research within their AI agent rather than through a separate research platform. The page distinguishes it through simulated personas grounded in behavioral-science frameworks and a peer-reviewed validation paper, with findings organized by persona and audience segment.