Real ChatGPT answer · index seedplNa1JoSJ3McompleteTravel and hospitality · budget travelcomparison

Can you compare Hopper versus Skyscanner for tracking fluctuating airfares on transatlantic routes during the peak summer shoulder season?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare Hopper versus Skyscanner for tracking fluctuating airfares on transatlantic routes during the peak summer shoulder season?
3 real searches · 1 real-search pass
Hopper airfare price prediction price alerts official app features price freeze 2026Google ↗
OBSERVEDConsequence
Skyscanner price alerts flight tracking official how price alerts work 2026Google ↗
OBSERVEDReason
Hopper vs Skyscanner flight price tracking comparison transatlantic summer flightsGoogle ↗
OBSERVEDComparison

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)
Short factOther / navigationalComparison33%Consequence33%Reason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
Hopper airfare price prediction price alerts official app features price freeze 2026 Google ↗
Skyscanner price alerts flight tracking official how price alerts work 2026 Google ↗
Hopper vs Skyscanner flight price tracking comparison transatlantic summer flights Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Hopper airfare price prediction price alerts official app features price freeze 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Skyscanner price alerts flight tracking official how price alerts work 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Hopper vs Skyscanner flight price tracking comparison transatlantic summer flights
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1