Real ChatGPT answer · index seedn2ixUZI3BUscompleteAutomotive · car reliability and safetycomparison
Between the Ford Explorer and the Toyota Highlander, which vehicle has a better track record for safety ratings and fewer recalls over the last three model years?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Between the Ford Explorer and the Toyota Highlander, which vehicle has a better track record for safety ratings and fewer recalls over the last three model years?
6 real searches · 1 real-search pass
2024 2025 2026 Ford Explorer Toyota Highlander NHTSA recalls safety ratings IIHS comparisonGoogle ↗
OBSERVEDComparison
site:iihs.org/ratings/vehicle Ford Explorer 2024 2025 2026 Toyota Highlander 2024 2025 2026 ratingsGoogle ↗
OBSERVEDOther / navigational
site:nhtsa.gov/vehicle/2025 Ford Explorer recalls Toyota Highlander recalls 2024 2025 2026Google ↗
OBSERVEDOther / navigational
NHTSA recalls 2024 Ford Explorer 2025 Ford Explorer 2026 Ford Explorer recall campaigns countGoogle ↗
OBSERVEDReason
NHTSA recalls 2024 Toyota Highlander 2025 Toyota Highlander 2026 Toyota Highlander recall campaigns countGoogle ↗
OBSERVEDReason
NHTSA safercar.gov vehicle recalls by year make model Explorer Highlander recall lookupGoogle ↗
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 (6)
Classes come from the query-classifier (a local Laya model). 4 of 6 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT6 real searches · gpt-6
2024 2025 2026 Ford Explorer Toyota Highlander NHTSA recalls safety ratings IIHS comparison Google ↗
site:iihs.org/ratings/vehicle Ford Explorer 2024 2025 2026 Toyota Highlander 2024 2025 2026 ratings Google ↗
site:nhtsa.gov/vehicle/2025 Ford Explorer recalls Toyota Highlander recalls 2024 2025 2026 Google ↗
NHTSA recalls 2024 Ford Explorer 2025 Ford Explorer 2026 Ford Explorer recall campaigns count Google ↗
NHTSA recalls 2024 Toyota Highlander 2025 Toyota Highlander 2026 Toyota Highlander recall campaigns count Google ↗
NHTSA safercar.gov vehicle recalls by year make model Explorer Highlander recall lookup Google ↗
- 2024 Ford Explorer · iihs.org
- 2025 Ford Explorer · iihs.org
- 2025 Toyota Highlander · iihs.org
- 2024 Toyota Highlander · iihs.org
- Ford Explorer recalls by year: 142 campaigns · recallregister.com
- Toyota Highlander recalls by year: 51 campaigns · recallregister.com
- Toyota Highlander Recalls by Year: 54 Recalls, 1997–2026 · anyrecalls.com
- Toyota Recalls Certain MY2021-2025 Toyota Highlander Vehicles · pressroom.toyota.com
- U.S. Department of Transportation · static.nhtsa.gov
- NHTSA recall lookup · nhtsa.gov
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
6 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2024 2025 2026 Ford Explorer Toyota Highlander NHTSA recalls safety ratings IIHS comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
site:iihs.org/ratings/vehicle Ford Explorer 2024 2025 2026 Toyota Highlander 2024 2025 2026 ratings OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:nhtsa.gov/vehicle/2025 Ford Explorer recalls Toyota Highlander recalls 2024 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
NHTSA recalls 2024 Ford Explorer 2025 Ford Explorer 2026 Ford Explorer recall campaigns count OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NHTSA recalls 2024 Toyota Highlander 2025 Toyota Highlander 2026 Toyota Highlander recall campaigns count OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NHTSA safercar.gov vehicle recalls by year make model Explorer Highlander recall lookup OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |