Real ChatGPT answer · index seedamTID7YT044completeMarketing and advertising · brandinginformational
Where can I find reliable reports on current Tesla brand perception metrics and consumer trust surveys online?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Where can I find reliable reports on current Tesla brand perception metrics and consumer trust surveys online?
3 real searches · 1 real-search pass
Tesla brand perception consumer trust survey 2026 YouGov BrandIndex Morning Consult Axios Harris PollGoogle ↗
OBSERVEDReason
Tesla brand reputation trust consumer survey 2025 2026 automotive brand perception reportGoogle ↗
OBSERVEDReason
Tesla consumer sentiment brand consideration survey S&P Global Mobility Cox Automotive 2026Google ↗
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
Tesla brand perception consumer trust survey 2026 YouGov BrandIndex Morning Consult Axios Harris Poll Google ↗
Tesla brand reputation trust consumer survey 2025 2026 automotive brand perception report Google ↗
Tesla consumer sentiment brand consideration survey S&P Global Mobility Cox Automotive 2026 Google ↗
- Tesla's 2026 perception report · yougov.com
- Tesla popularity tracker · yougov.com
- 2026 Axios Harris Poll rankings · axios.com
- Forrester’s Total Experience Score Exposes Tesla’s Brand Dichotomy · forrester.com
- Kelley Blue Book Brand Watch · coxautoinc.com
- Most and Least Loved Car Brands · consumerreports.org
- Tesla ratings · consumerreports.org
- J.D. Power EV Consideration Study · jdpower.com
- 2026 Global Automotive Consumer Study · deloitte.com
- 2026 Global Automotive Consumer Study · deloitte.com
- S&P Global Automotive Consumer Insights · spglobal.com
- Morning Consult · pro.morningconsult.com
- Statista Tesla statistics · statista.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Tesla brand perception consumer trust survey 2026 YouGov BrandIndex Morning Consult Axios Harris Poll OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Tesla brand reputation trust consumer survey 2025 2026 automotive brand perception report OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Tesla consumer sentiment brand consideration survey S&P Global Mobility Cox Automotive 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |