Real ChatGPT answer · index seedcUM2LH8A9TccompleteMarketing and advertising · brandinginformational
How does the current Tesla brand perception compare to newer electric vehicle startups in the US market
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the current Tesla brand perception compare to newer electric vehicle startups in the US market
3 real searches · 1 real-search pass
US electric vehicle brand perception Tesla Rivian Lucid survey 2026 consumer sentiment brand reputationGoogle ↗
OBSERVEDReason
Tesla brand reputation favorability 2025 2026 US survey political polarization consumer perceptionGoogle ↗
OBSERVEDReason
Rivian Lucid brand perception consumer survey US 2025 2026 EV startupsGoogle ↗
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). 3 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
US electric vehicle brand perception Tesla Rivian Lucid survey 2026 consumer sentiment brand reputation Google ↗
Tesla brand reputation favorability 2025 2026 US survey political polarization consumer perception Google ↗
Rivian Lucid brand perception consumer survey US 2025 2026 EV startups Google ↗
- Forrester’s Total Experience Score Exposes Tesla’s Brand Dichotomy · forrester.com
- Tesla gains ground with U.S. consumers as consideration and perceptions improve · yougov.com
- Affordability and reliability lead as gas engines surge and EV interest declines, YouGov Auto Report finds · yougov.com
- Tesla's brand loyalty collapsed after Musk backed Trump, data shows · reuters.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
US electric vehicle brand perception Tesla Rivian Lucid survey 2026 consumer sentiment brand reputation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Tesla brand reputation favorability 2025 2026 US survey political polarization consumer perception OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Rivian Lucid brand perception consumer survey US 2025 2026 EV startups OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |