Real API calls, real AI reasoning, real response structure. Every demo shows the raw request + response so you know exactly what you're getting.
Every demo calls the real API backend — real input, real AI reasoning, real response. Each page includes a "raw request + response" panel so you can inspect the exact schema you'd work with. Want the full schema? API overview →
POST /v1/nature/assess + /v1/careers/match
A high school student completes a 15-minute assessment and gets their top 8 career matches — each with a fit score and a plain-language reason: "Strong match — this role calls for the kind of problem-solving that comes naturally to you."
POST /v1/nature/assess + /v1/situational/analyze
Someone 12 years into a role that no longer fits describes their situation. The API scores the mismatch (74% misaligned), names what's draining them specifically, and returns 5 transition paths ranked by realistic fit — not aspirational fantasy.
POST /v1/nature/assess + /v1/careers/match
A recruiter runs a candidate through the assessment before an interview. Returns a fit score (0–100) against the specific role, the top 3 alignment points, and the 2 genuine gaps — specific enough to act on. Not a ranking system. A preparation tool.
POST /v1/situational/analyze
Before a session starts, the practitioner gets a one-page brief: client profile, situation score, the primary tension point, and one specific conversation starter. The coach shows up knowing what's happening instead of spending 20 minutes finding out.
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