Real ChatGPT answer · index seedJZxh9tVF55AcompleteAutomotive · car reliability and safetycommercial

Compare the safety ratings, structural crash test improvements, and common mechanical failure points of midsize SUVs from the 2023 model year.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the safety ratings, structural crash test improvements, and common mechanical failure points of midsize SUVs from the 2023 model year.
3 real searches · 1 real-search pass
2023 midsize SUV IIHS ratings updated side moderate overlap crash test results Pilot Highlander Ascent Telluride Palisade Explorer Atlas Pathfinder Grand CherokeeGoogle ↗
OBSERVEDReason
2023 midsize SUV NHTSA overall safety ratings crash testGoogle ↗
OBSERVEDReason
2023 SUV common problems reliability complaints recalls 2023 Honda Pilot Toyota Highlander Subaru Ascent Kia Telluride Hyundai Palisade Ford Explorer VW Atlas Nissan Pathfinder Jeep Grand CherokeeGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%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
2023 midsize SUV IIHS ratings updated side moderate overlap crash test results Pilot Highlander Ascent Telluride Palisade Explorer Atlas Pathfinder Grand Cherokee Google ↗
2023 midsize SUV NHTSA overall safety ratings crash test Google ↗
2023 SUV common problems reliability complaints recalls 2023 Honda Pilot Toyota Highlander Subaru Ascent Kia Telluride Hyundai Palisade Ford Explorer VW Atlas Nissan Pathfinder Jeep Grand Cherokee Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2023 midsize SUV IIHS ratings updated side moderate overlap crash test results Pilot Highlander Ascent Telluride Palisade Explorer Atlas Pathfinder Grand Cherokee
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
2023 midsize SUV NHTSA overall safety ratings crash test
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
2023 SUV common problems reliability complaints recalls 2023 Honda Pilot Toyota Highlander Subaru Ascent Kia Telluride Hyundai Palisade Ford Explorer VW Atlas Nissan Pathfinder Jeep Grand Cherokee
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1