Modeled does not mean observed
Synthetic scenarios are useful for isolating a planning tradeoff, but they should not be mistaken for current airfare, historical market data, or survey evidence.
Weights are assumptions
When a benchmark uses a score, the components and weights are published so readers can understand what drives the result and disagree with the assumptions if needed.
Live product logic stays separate
Editorial research models are not silently presented as Claira's production ranking logic. The live app can consider a broader set of traveler, inventory, budget, and preference signals.
Corrections are documented
The research methodology explains source hierarchy, update dates, modeled estimates, commercial relationships, and how to report a correction.