Verification vs Recommendation Systems

It matters because trust infrastructure and recommendation logic solve different problems and should not be conflated.

This route explains how CITAQ differs from systems that rank or recommend products rather than verify claims against evidence.

Use This Page
Use this route to understand verification vs recommendation systems in the CITAQ trust system.

Trust routes explain how public verification should be interpreted, where legal and methodological limits sit, and how trust surfaces connect to evidence.

What matters on this route

Trust role

This route explains how CITAQ differs from systems that rank or recommend products rather than verify claims against evidence.

Interpretation rule

It matters because trust infrastructure and recommendation logic solve different problems and should not be conflated.

Boundary importance

Trust pages exist so public verification is inspectable and bounded instead of relying on vague authority language.

Route connectivity

Every trust page should bridge into docs, platform, legal boundaries, and public verification examples.

How this page fits into the CITAQ system

What this route explains

This route explains how CITAQ differs from systems that rank or recommend products rather than verify claims against evidence.

Why this route matters

It matters because trust infrastructure and recommendation logic solve different problems and should not be conflated.

How it connects

This route is part of the broader trust family and should always lead into verification pages, disclaimers, docs, or platform context.

Keep moving through the route graph

Continue through the public trust system.

Trust routes work best when they stay connected to adjacent verification, documentation, and legal pages.