Articos MCP - See how simulated buyers react, right in your agent

Most teams ship, then hope it lands. Articos MCP lets you check first. Right inside Claude or ChatGPT, run your headlines, positioning, or pages past simulated buyers based on your actual customers, and see how they respond before it goes out. Validated against human research from Baymard and Nielsen Norman, it agrees 86% of the time.

Add a comment

Replies

Best

Cool to see an MCP #1 on PH! Are you looking to get on ChatGPT / Claude plugins stores? can help you getting there :)

 hey yes thats our next step after this, thanks for sharing :). Can you share some more details about manufact.

 Thx for the comment. Yes would be happy to explore that. Can you please share details at

Can it also "look" at graphic illustrations?

 for a landing page it will look to some extend along with the messaging. You should run a landing page test and see how it goes. You can run 2 test for free without any subscription

 alright, will explore. Thanks

 perfect, let us know how it goes.

Congrats on the launch! Can you confirm if Articos can help compare different versions of a product's value proposition as it evolves?

 Hey - yes it can!

 100% test it and share feedback :)

The frontier LLM landscape is moving fast. How do you keep the Articos engine up to date as new models come out? And does it work as an agent swarm?

​how granular can we get when defining our ICP personas? can we upload specific job description and pain points?

 yes you can.

enjoying with Articos a lot especially on Paid marketing side! It helps a lot on experimentation to making sure we do allocate budgets and test many things on landing pages, good luck with the launch guys!

 thanks for the support.

been using Articos MCP for a couple of my clients to validate their ideas and message - absolutely love how fast and useful the responses are

 great to see a testimonial :)

 Thx for being an early user and sharing feedback!

is it possible to refine the simulated buyer profiles over time as we learn more about our actual customers?

 Hey -- yes you can refine the personas

I believe that verifying the messaging or presentation of something before bringing it to market is a truly effective idea. Even a slight change in how a product is portrayed can lead to a significant difference in peoples perception of it. Moreover, integrating this process into the relevant team's existing workflow makes the concept even more appealing.

 Spot on! tiny wording changes shift perception more than people think :) and keeping it in the workflow is what makes people actually do it.

Congrats on launching in Product Hunt, team! I think finding the right ICP and positioning takes most startups at least 3-6 months. Solving a problem this broad is already a big achievement. Congrats again on the launch!

 indeed, thanks for the support!