Testing Funnels & Observability

I want to add a way to quickly test an Outcome Funnel without having to go through the entire funnel as a normal lead would.

This would make it easier to test Outcome Blocks, see how the AI Agent is behaving, and make sure the instructions and context are producing useful results.

A big part of building good AI experiences comes down to the quality of the prompts + inputs + context. So the goal here is to make testing those things much simpler.

Most funnels probably won't need a ton of testing. But if you're building a bigger "Hero" funnel, being able to really test different scenarios and responses could be the difference between an outcome someone finds genuinely useful and one they ignore.

We don't want them ignoring the outcomes! :)

Features to build

• Testing — Quickly run through a funnel, jump between steps, and create test profiles for different scenarios, segments, answers, and types of leads.

  
  For example, create a "Beginner" profile and an "Advanced" profile, then see how the same Outcome changes for each without filling out the funnel over and over again.

• Observability — Reveal more of what's happening behind the scenes: what context was used, what instructions were given, what the AI considered, and how the final Outcome was generated.

The goal isn't to make Outcome feel more technical.

It's to make it easier to answer one simple question:

"Is this giving my leads the best possible Outcome?"