Real ChatGPT answer · index seed0WxQyysD26EcompleteAutomotive · car reliability and safetycomparison
Which compact SUV currently has better long term engine durability between the Toyota RAV4 and the Nissan Rogue since I want a vehicle that will easily last me another ten years
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which compact SUV currently has better long term engine durability between the Toyota RAV4 and the Nissan Rogue since I want a vehicle that will easily last me another ten years
3 real searches · 1 real-search pass
Toyota RAV4 Nissan Rogue long term reliability engine durability 2025 2026 Consumer Reports J.D. PowerGoogle ↗
OBSERVEDReason
2022 2023 2024 Nissan Rogue 1.5 VC-Turbo engine reliability problems warranty investigationGoogle ↗
OBSERVEDReason
Toyota RAV4 2.5L engine long term reliability naturally aspirated 2025 modelGoogle ↗
OBSERVEDOther / navigational
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)
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
Toyota RAV4 Nissan Rogue long term reliability engine durability 2025 2026 Consumer Reports J.D. Power Google ↗
2022 2023 2024 Nissan Rogue 1.5 VC-Turbo engine reliability problems warranty investigation Google ↗
Toyota RAV4 2.5L engine long term reliability naturally aspirated 2025 model Google ↗
- U.S. Department of Transportation National Highway Trafcfi Safety Administration None | OFFICE OF DEFECTS INVESTIGATION ODI RESUME Investigation:PE23023 Prompted By: VOQ and FR Review Date Opened: 12/13/2023 Date 07/18/2025 Closed: Investigator: Arnaldo Torres Diaz Reviewer: Bruce York Approver: Cheryl Rose Subject: Complete loss of motive power due to engine failure --- · static.nhtsa.gov
- U.S. Department of Transportation · static.nhtsa.gov
- 2024 Nissan Rogue Reliability · consumerreports.org
- J.D. Power 2025 U.S. Vehicle Dependability Study · jdpower.com
- Toyota RAV4 vs. Nissan Rogue · repairpal.com
- 2025 Toyota RAV4 Reliability · consumerreports.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Toyota RAV4 Nissan Rogue long term reliability engine durability 2025 2026 Consumer Reports J.D. Power OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2022 2023 2024 Nissan Rogue 1.5 VC-Turbo engine reliability problems warranty investigation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Toyota RAV4 2.5L engine long term reliability naturally aspirated 2025 model OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |