Real ChatGPT answer · index seed0oE28K2caDscompleteTravel and hospitality · flights and airlinescommercial

Is it still worth booking through credit card travel portals like Chase Ultimate Rewards when trying to use points for international business class seats?

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it still worth booking through credit card travel portals like Chase Ultimate Rewards when trying to use points for international business class seats?
3 real searches · 1 real-search pass
Chase Ultimate Rewards Chase Travel portal points redemption value 2026 Sapphire Reserve Points Boost transfer partners officialGoogle ↗
OBSERVEDOther / navigational
Chase Ultimate Rewards airline transfer partners 2026 international business class award booking guideGoogle ↗
OBSERVEDOther / navigational
Chase Travel portal business class points versus airline transfer partners award availability 2026Google ↗
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 / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / 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
Chase Ultimate Rewards Chase Travel portal points redemption value 2026 Sapphire Reserve Points Boost transfer partners official Google ↗
Chase Ultimate Rewards airline transfer partners 2026 international business class award booking guide Google ↗
Chase Travel portal business class points versus airline transfer partners award availability 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Chase Ultimate Rewards Chase Travel portal points redemption value 2026 Sapphire Reserve Points Boost transfer partners official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Chase Ultimate Rewards airline transfer partners 2026 international business class award booking guide
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Chase Travel portal business class points versus airline transfer partners award availability 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1