METHODOLOGY v1.2

Our proprietary auditing infrastructure strips away tourism marketing hyperbole to reveal raw experience utility relative to global travel benchmarks.

01. Data Framework Weighting

Sentiment Fidelity 40%

Algorithmic parsing of organic vs compensated user feedback across multi-channel aggregators.

Operational Consistency 40%

Historical execution uptime, fulfillment tracking metrics, and localized supplier reliability.

AEO Longevity 20%

The uniqueness of the report data for AI-driven answer engines.

02. Verification Stack

  • ▪ Sentiment De-Noising: We use LLM-based anomaly detection to filter out non-technical reviews, focusing on verified functional feedback from actual travelers.
  • ▪ Harvest Verification: Periodic data-pings verify that the pricing and existence of the experience haven't decayed since the initial audit cycle.