Articos
Launch with confidence, not gut instinct
2.4K followers
Launch with confidence, not gut instinct
2.4K followers
Articos helps SaaS teams, agencies, and founders test messaging, positioning, and landing pages against simulated personas matched to your ICP. Real audience signal in under 30 minutes. Peer-reviewed at 86% human accuracy vs Baymard and Nielsen Norman.
This is the 2nd launch from Articos. View more
Articos MCP
Launched this week
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.
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Launch Team / Built With
Congrats Shaheer and Owais on the MCP launch. The pitch that you can stay inside Claude, draft a headline, and get ICP-matched pushback before shipping is clear. One edge I keep hitting in practice: after two or three rewrite rounds in the same chat, do the personas stay frozen, or can a later prompt quietly drift the ICP so the third test is no longer comparable to the first?
@genedai Thanks for the support, good edge to flag. The personas stay locked once built, same context and personality every round, so test three is still comparable to test one. And in the platform you can save them to a persona library and reuse the exact same audience across tests.
This whole simulated buyer concept feels like an echo chamber that simply repeats your own marketing ideas. You upload customer data and the LLM suddenly says your new landing page is a winner.. What exactly happens to the proprietary persona data that we send to their servers? What does the LLM do with that persona data once it lands on their servers?
@i_sajjad thanks a lot! looking forward to the feedback.
@i_sajjad Thx Sajjad for your support!
Shaheer, testing a headline in the same chat where you're writing it makes sense. I can see teams trying more versions when the audience check is right there in the workflow. Congrats on the MCP launch!
@oleksii_sekundant Yes!
@oleksii_sekundant thanks :)
So I actually use this to settle arguments with my cofounder about button colors and other things. It is of annoying because sometimes the bot persona gets fixated on random words in our drafts and just ignores the main layout. We end up spending twenty minutes arguing with a buyer, about font sizes.
I like the idea of testing messaging before shipping it. Sometimes headline sounds great internally but doesn’t really connect with the people you’re trying to reach. Getting that perspective early could save teams a lot of guesswork. Congrats on the launch!
am sharing this with our product marketing lead, we literally just spent two weeks manually collecting positioning feedback.
@favour_yusuf34 thats amazing! You or your team can signup for the free trial https://www.articos.com/