Can you analyze recent consumer sentiment shifts regarding Tesla following their latest software recall and compare them to traditional luxury EV competitors?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you analyze recent consumer sentiment shifts regarding Tesla following their latest software recall and compare them to traditional luxury EV competitors?
3 real searches · 1 real-search pass
Tesla latest software recall 2026 consumer reaction sentiment owners buyers NHTSAGoogle ↗
OBSERVEDConsequence
consumer sentiment Tesla versus BMW Mercedes Audi Porsche electric vehicles 2026 survey brand perceptionGoogle ↗
OBSERVEDComparison
Tesla software recall over-the-air update NHTSA 2026 recall detailsGoogle ↗
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)
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
Tesla latest software recall 2026 consumer reaction sentiment owners buyers NHTSA Google ↗
consumer sentiment Tesla versus BMW Mercedes Audi Porsche electric vehicles 2026 survey brand perception Google ↗
Tesla software recall over-the-air update NHTSA 2026 recall details Google ↗
- Update Vehicle Firmware to Correct Front Parking Lamp Intensity · tesla.com
- Press Release Automobile Study 2026 · theacsi.com
- America’s Most Satisfied Luxury Car Owners in 2026 Aren’t Driving Lexus or Tesla · autoblog.com
- 10 car brands ranked by customer satisfaction as luxury loses its edge · qz.com
- EVIR_FULL REPORT_OCTOBER · ev-intelligence.com
- Tesla Climbs to Second in USCALE's EV Satisfaction Study. · teslant.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Tesla latest software recall 2026 consumer reaction sentiment owners buyers NHTSA OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
consumer sentiment Tesla versus BMW Mercedes Audi Porsche electric vehicles 2026 survey brand perception OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Tesla software recall over-the-air update NHTSA 2026 recall details OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |