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What are the most reliable aggregators for finding error fares on international business class flights this month

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the most reliable aggregators for finding error fares on international business class flights this month
2 real searches · 1 real-search pass
best error fare alert services international business class 2026 Secret Flying Thrifty Traveler Going reliabilityGoogle ↗
OBSERVED
business class mistake fare alerts aggregator services comparison 2026Google ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
best error fare alert services international business class 2026 Secret Flying Thrifty Traveler Going reliability Google ↗
business class mistake fare alerts aggregator services comparison 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best error fare alert services international business class 2026 Secret Flying Thrifty Traveler Going reliability
OBSERVED
Google ↗
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of 1
business class mistake fare alerts aggregator services comparison 2026
OBSERVED
Google ↗
AI Mode ↗
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of 1