
1. The annotated-screenshot format makes findings immediately shareable with non-UX stakeholders (clients, PMs) without extra write-up work
2. Works on Figma prototypes as easily as live URLs, including flows behind a login
3. MCP integration means I can run it as a skill from my own AI workflow instead of switching tools
4. Captures why a persona hesitated, not just that it did — more useful than a raw click/attention map Review collected by and hosted on G2.com.
It’s a solid first pass, but not a replacement for real user testing on anything high-stakes. I still treat it as a way to catch obvious issues early on, rather than as final validation. I’d also like more transparency into the persona’s underlying assumptions, so I can better judge how much weight to give any specific flagged issue. Review collected by and hosted on G2.com.