Real ChatGPT answer · index seed3PH4H12ulQgcompleteTravel and hospitality · flights and airlineshowto

I need to book a last-minute multi-city flight itinerary for a business trip departing tomorrow afternoon from JFK to Chicago and then to Denver. What are the best aggregator tools or strategies to find unpublished corporate fares or unsold inventory right now?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I need to book a last-minute multi-city flight itinerary for a business trip departing tomorrow afternoon from JFK to Chicago and then to Denver. What are the best aggregator tools or strategies to find unpublished corporate fares or unsold inventory right now?
3 real searches · 1 real-search pass
2026 last minute business travel corporate airfare unpublished fares TMC negotiated fares consolidator booking tools November 2026Google ↗
OBSERVED
corporate travel booking platforms negotiated airline fares multi city flights Navan Concur Amex GBT Spotnana 2026Google ↗
OBSERVED
airline direct booking multi city same day next day flights fare inventory married segment pricing adviceGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
2026 last minute business travel corporate airfare unpublished fares TMC negotiated fares consolidator booking tools November 2026 Google ↗
corporate travel booking platforms negotiated airline fares multi city flights Navan Concur Amex GBT Spotnana 2026 Google ↗
airline direct booking multi city same day next day flights fare inventory married segment pricing advice Google ↗
  1. Booking Tool Guide 2026 · businesstravelnews.com
  2. New Distribution Capability (NDC): How to search for corporate or private fares · amadeusdev.service-now.com
  3. Southwest SWABIZ · southwest.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 last minute business travel corporate airfare unpublished fares TMC negotiated fares consolidator booking tools November 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
corporate travel booking platforms negotiated airline fares multi city flights Navan Concur Amex GBT Spotnana 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
airline direct booking multi city same day next day flights fare inventory married segment pricing advice
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1