Test headlines, positioning, and landing pages against simulated buyers inside Claude, ChatGPT, or Cursor.
Articos homepage
Overview
What is Articos MCP?
See how simulated buyers react, right in your agent
Articos MCP brings Articos synthetic user research inside the AI assistant you already use. Instead of leaving Claude, ChatGPT, Cursor, or Gemini to test a message, you ask your agent to run it past simulated buyers built from your real customers and see how they respond before anything ships. Each study returns a structured report with findings traced back to individual persona responses, so teams can decide with evidence instead of gut instinct. Panels are built with stance diversity, including skeptics and late adopters, so results are not just agreement. Studies draw from the same credit pool as the Articos platform, and results typically arrive in under 30 minutes.
Platforms and languages
Articos MCP Availability
Platforms
Languages
Capabilities
Articos MCP Key Features
Simulated buyer panels
Run headlines, positioning, or pages past simulated buyers built from your real customers.
In-agent testing
Connect Articos to Claude, ChatGPT, Cursor, Gemini, or any MCP-compatible agent and test without leaving the chat.
Fast evidence
Get structured audience signal in under 30 minutes instead of weeks of traditional research.
Validated accuracy
Methodology validated at 86% human accuracy against published findings from Baymard and Nielsen Norman.
Live persona calls
Hold real-time voice conversations with personas from your panel to dig into objections.
Best for
Who uses Articos MCP?
SaaS marketing teams
Test messaging and landing pages before launch
Founders
Validate positioning against simulated buyers
Agencies
Get fast audience signal for client campaigns
Plans and access
Articos MCP Pricing
Freemium
14-day free trial with 1,000 credits; plans from $79/mo
Common questions
Articos MCP FAQs
What is Articos MCP?
Articos MCP connects your Articos account to an MCP-compatible assistant, so you can test messaging, positioning, or landing pages from inside the chat instead of opening a separate research tool.
Do I have to leave my AI assistant to use it?
No. You connect Articos to Claude, ChatGPT, Cursor, Gemini, or any MCP-compatible agent and run tests from inside that conversation.
How accurate are the simulated buyers?
Articos reports 86% agreement with published findings from Baymard Institute and Nielsen Norman Group across 46 studies, and panels include skeptics so personas push back instead of just agreeing.
What does it cost to try?
Every plan includes a 14-day free trial with 1,000 credits and no credit card required. Paid plans start at $79 per month, and MCP studies use credits the same way platform studies do.
Can agencies use it for client work?
Yes. Starter fits consultants and SaaS teams, while Pro adds white-label reports for delivering research under your own brand.
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