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.
I found Articos when I was looking to evaluate the business concept/idea of a virtual event management agency (now we call it EventLoop). We were validating the concept with potential buyers but that process was slow and we wanted to get off the ground quickly so we used Articos to validate the idea with its generated personas. We not only validated the idea but also improved the messaging based on the report.
@niveditha_patluri1 Not yet -- the current paper reports confidence at the study/report level through the Research Fidelity Index, not a calibrated confidence score for each individual theme.
We used Articos to test landing pages and understand the unmet needs of our target audience. It’s a great tool
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Congrats on the launch! Really interesting approach to testing messaging and positioning against ICP-specific personas before taking it live. One question though - how different does the feedback get when you test the same messaging across different personas?
Seems like a really interesting use case for CRO, especially as a pre-validation layer before putting real traffic behind an A/B test. Could save a lot of testing cycles. Congrats Shaheer and team!
the peer review detail gives me a bit more confidence in the approach. I’m curious how closely the simulated responses tend to match feedback from actual users.
The “talk to your simulated audience” part is actually pretty interesting. This could save a lot of teams from making decisions based on gut feeling alone. Congrats on the launch!
I found Articos when I was looking to evaluate the business concept/idea of a virtual event management agency (now we call it EventLoop). We were validating the concept with potential buyers but that process was slow and we wanted to get off the ground quickly so we used Articos to validate the idea with its generated personas. We not only validated the idea but also improved the messaging based on the report.
Articos
@arsalan_sajid Thx a lot Arsalan!!
u said 86.3% recall at 49.2% precision, so abt half the themes are noise. is there a confidence score per theme so i know which to trust?
Articos
@niveditha_patluri1 Not yet -- the current paper reports confidence at the study/report level through the Research Fidelity Index, not a calibrated confidence score for each individual theme.
you can read more here: https://www.articos.com/science-and-methodology
We used Articos to test landing pages and understand the unmet needs of our target audience. It’s a great tool
Congrats on the launch! Really interesting approach to testing messaging and positioning against ICP-specific personas before taking it live. One question though - how different does the feedback get when you test the same messaging across different personas?
Cloudways by DigitalOcean
Articos
@i_sajjad thx sajjad!
the peer review detail gives me a bit more confidence in the approach. I’m curious how closely the simulated responses tend to match feedback from actual users.
EverTutor AI
The “talk to your simulated audience” part is actually pretty interesting. This could save a lot of teams from making decisions based on gut feeling alone. Congrats on the launch!
Articos
@suryansh_tiwari2 thank you :)