Marcus Bell

Years in this space

I've evaluated a lot of these over the years. What stands out here is agent handoff and routing patterns — handled better than most — and concrete patterns for multi-agent handoffs. Worth the time if this is your use case.

Use it every day

Honestly didn't expect to like it this much. Natural language instructions for UI actions is exactly what I needed, and developer SDK allows fine-grained control. but I reach for it almost every day now and it just clicks.

Solid for our team

We rolled this out across the team last quarter and positioned as a personal, dedicated assistant. Personal co-worker style assistance fits neatly into how we already work, and automation of routine digital work removed a step we used to do by hand. Limited public detail on pricing and integrations, which is the main caveat, but it has held up under daily use.

Skeptical, then convinced

I went in skeptical — most tools in this space overpromise. It actually delivers on handles dynamic and paginated pages, and adapts when site layouts change caught me off guard. May struggle with sites behind strong anti-bot defenses is why this isn't a perfect score, still, I'd recommend giving it a real trial.

Compared a few options

Evaluated this against two competitors. Where it wins: centralized creator dashboard and useful for managing multiple channels or clients. Where it lags: depends on third-party platform APIs and limits. On balance the feature set — especially cross-channel content comparison — justifies the 4 stars for our use case.