Real ChatGPT answer · index seedHSLuQ2zGxRgcompleteAutomotive · new carsbrand

Does the Honda CR-V have better long term reliability ratings than the Hyundai Tucson and Kia Sportage for someone planning to keep the car for ten years?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Does the Honda CR-V have better long term reliability ratings than the Hyundai Tucson and Kia Sportage for someone planning to keep the car for ten years?
2 real searches · 1 real-search pass
2026 Honda CR-V Hyundai Tucson Kia Sportage reliability ratings Consumer Reports J.D. Power long term reliability comparisonGoogle ↗
OBSERVEDComparison
Honda CR-V Hyundai Tucson Kia Sportage 10 year reliability RepairPal iSeeCars longevity ratingsGoogle ↗
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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
2026 Honda CR-V Hyundai Tucson Kia Sportage reliability ratings Consumer Reports J.D. Power long term reliability comparison Google ↗
Honda CR-V Hyundai Tucson Kia Sportage 10 year reliability RepairPal iSeeCars longevity ratings Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Honda CR-V Hyundai Tucson Kia Sportage reliability ratings Consumer Reports J.D. Power long term reliability comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Honda CR-V Hyundai Tucson Kia Sportage 10 year reliability RepairPal iSeeCars longevity ratings
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1