The real product is what people keep coming back to.
Since launching the early access window, we’ve been tracking usage closely. Not to optimise click-through rates or gamify the dashboard — but to understand what people are genuinely using to get real work done.
This is what we’ve seen so far.
Usage happens in short, focused bursts
Rather than long, exploratory sessions, we’re seeing users jump in, run 1–3 agents, and then leave. This shows Anjin is starting to feel more like a utility than a novelty — exactly what we hoped for.
People trust defaults more than we expected
Custom settings are rarely touched. Good defaults — tone, format, structure — are proving to be more valuable than options. That’s a strong design signal for how we shape future agents.
Niche use cases are emerging fast
We’ve seen early runs of specialist agents that we didn’t build — ones focused on grant writing, internal reports, or pitch prep. These are creator-led, and they’re working quietly but effectively in the background.
What This Means for the Platform
Every time someone runs an agent, we learn something.
- About friction: where people drop off
- About value: what gets re-used
- About product: what feels essential, and what doesn’t
We’re using that feedback to shape:
- The agent library
- The flow builder
- Creator onboarding
- Default output formats
- Pricing logic for premium tools
In short: your clicks are building the roadmap.
Final Thought: Value Is What Gets Used Twice
Early traction doesn’t come from marketing. It comes from repeat use.
We’re not measuring success by agent count or demo threads.
We’re measuring it by whether people open the platform and do work — again and again.
So far, that’s happening. And we’re just getting started.
Want to try the agents real teams are already using?
Join the community and you’ll get access to the core agent set as we continue to refine, expand, and respond to how users actually work.
