Traveler Reply Research
Traveler Reply Research
A structured way to turn recurring public traveler problems into transparent, citeable research without pretending a forum sample represents the entire market.
Research principle: public discussions are evidence of recurring demand and reported experiences. They are not proof that an airline or booking platform acted unlawfully.
What qualifies
IncludedSpecific airline/OTA reply, clear money or reply-stage problem, enough context to classify, public source available at review time.
ExcludedGeneric travel chatter, duplicates, obvious promotion, vague complaints with no actionable issue, or cases with too little context.
Fields we record
| Field | Why it matters |
|---|---|
| Reply type | Groups patterns such as extraordinary circumstances, refund processing, contact your agent or voucher offered. |
| Traveler’s stated problem | Captures what they are trying to solve. |
| Missing fact/evidence | Identifies what information appears necessary next. |
| Practical next question | Records the precise clarification that could move the case forward. |
| Publicly reported outcome | Recorded only if the traveler later reports one; unknown stays unknown. |
| Source date/link | Supports auditability and deduplication. |
How we avoid misleading statistics
- No percentages without a disclosed, deduplicated denominator.
- We say “we observed” when evidence comes from our sample.
- Unknown outcomes are not counted as wins or losses.
- Forum posts are self-reports, not independently proven events.
- Legal conclusions come from primary sources, not forum consensus.
What the evidence will be used for
New articles, tool improvements and future Airline Reply & Refund Runaround Reports that journalists, travel professionals and researchers can audit.
Methodology updated 1 September 2026. No claim-success statistics are published here.