Real ChatGPT answer · index seed8jImuccmTCUcompleteTravel and hospitality · flights and airlinescommercial
Which online travel agencies provide the best customer support and refund guarantees when booking multi-city itineraries for startups on a strict travel budget?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which online travel agencies provide the best customer support and refund guarantees when booking multi-city itineraries for startups on a strict travel budget?
3 real searches · 1 real-search pass
best online travel agencies customer service refund policy multi city itinerary Expedia Priceline Trip.com Booking.com 2026Google ↗
OBSERVEDComparison
startup business travel platform customer support refund policy TravelPerk Navan 2026Google ↗
OBSERVEDOther / navigational
OTA flight booking refund cancellation customer support policy multi city itinerary Kiwi.com 2026Google ↗
OBSERVEDConsequence
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
best online travel agencies customer service refund policy multi city itinerary Expedia Priceline Trip.com Booking.com 2026 Google ↗
startup business travel platform customer support refund policy TravelPerk Navan 2026 Google ↗
OTA flight booking refund cancellation customer support policy multi city itinerary Kiwi.com 2026 Google ↗
- Navan Pricing: Your Travel & Expense Management Simplified · navan.com
- Navan for Business Travelers · navan.com
- The Most Flexible Business Travel Ever · perk.com
- Change or cancel a trip · support.perk.com
- The Ultimate Guide to Flexible Travel · perk.com
- Perk website · perk.com
- Terms of Service · expedia.com
- Expedia website · expedia.com
- ONLINE TRAVEL AGENCIES · theacsi.org
- Booking.com website · booking.com
- Your guide to Kiwi.com’s refund policy · kiwi.com
- Terms and Conditions · kiwi.com
- Your rebooking and cancellation options · kiwi.com
- Kiwi.com website · kiwi.com
- Refunds · transportation.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best online travel agencies customer service refund policy multi city itinerary Expedia Priceline Trip.com Booking.com 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
startup business travel platform customer support refund policy TravelPerk Navan 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
OTA flight booking refund cancellation customer support policy multi city itinerary Kiwi.com 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |