Still processing yesterday!
@Articos launched on Product Hunt and ended the day at #3 with 350+ upvotes.
Some context on the day: We launched alongside well-backed products @Monid @Claude by Anthropic Fable 5.1, @OpenClaw, and several from YC portfolios. Landing at #3 as a bootstrapped team was more than we expected going in.
We used Articos to test landing pages and understand the unmet needs of our target audience. It’s a great tool
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
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?
User research often gets pushed aside when teams are moving fast. Having something that makes the first round of research easier makes a lot of sense to me
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 :)
Cloudways by DigitalOcean
Articos
@i_sajjad thx sajjad!