Trust the framework by inspecting it
Use this center to inspect how the profiler works, who owns it, what the research informs, which matching decisions are custom product rules, and how published guidance is maintained.
Trust starts with inspectability: RIASEC informs vocational interests, sources are verified and mapped, and WhatBusiness.ai publishes the custom rules that turn profile data into explainable business matches.
Current trust record
- Editorial owner
- Lucas Vicente
- Sources
- Verified and mapped
- Methodology
- Published
- Demand evidence
- Buyer test
Choose what to inspect
One question, one accountable destination
These pages form one connected record. Readers can move from a public claim to its source, the custom product rule it informs, the named editorial owner, and the relevant revision history.
Evidence boundary
Fit evidence and demand evidence serve different decisions
The match explains fit
The product shows why a direction is worth exploring against the information supplied.
- Inputs
- Vocational interests, reported skill areas and experience, resources, goals, preferences, and constraints
- Logic
- Published base weights, conflict penalties, and ordered result roles
- Output
- Fit evidence, required inputs, feasibility conflicts, and a smallest credible version
Usually stronger when: the user needs a smaller, more realistic set of directions to investigate.
A buyer test produces demand evidence
A small real-world test checks whether customers engage with or pay for the proposed offer.
- Customer
- A specific buyer with a concrete problem or goal
- Offer
- A smallest credible version presented clearly
- Evidence
- Conversations, commitments, trials, deposits, or purchases
Usually stronger when: the user is ready to turn a personally feasible direction into market evidence.
Accountability
A named product builder owns the framework
Lucas Vicente owns the editorial standard and published methodology. He is a product builder and operator with experience building software products and helping them grow.
Sources and methodology are published
Sources are verified and mapped to the claims they support. The custom weights, opportunity mappings, conflict rules, and result roles are documented in the methodology.
View Lucas Vicente’s profileStart with the complete product record