Where can I find fresh survey data on Tesla brand perception to see if buyers are shifting to cheaper competitor models?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Where can I find fresh survey data on Tesla brand perception to see if buyers are shifting to cheaper competitor models?
3 real searches · 1 real-search pass
2026 Tesla brand perception survey buyer consideration cheaper EV competitors consumer survey brand reputation data USGoogle ↗
OBSERVEDReason
Tesla buyer defection switching to cheaper EV competitors survey 2025 2026 Cox Automotive EV buyer considerationGoogle ↗
OBSERVEDComparison
YouGov BrandIndex Tesla brand perception tracker Morning Consult Tesla favorability survey 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). 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
2026 Tesla brand perception survey buyer consideration cheaper EV competitors consumer survey brand reputation data US Google ↗
Tesla buyer defection switching to cheaper EV competitors survey 2025 2026 Cox Automotive EV buyer consideration Google ↗
YouGov BrandIndex Tesla brand perception tracker Morning Consult Tesla favorability survey 2026 Google ↗
- 2026 EV Driver Survey · pluginamerica.org
- 2025 EV Driver Survey · pluginamerica.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Tesla brand perception survey buyer consideration cheaper EV competitors consumer survey brand reputation data US OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Tesla buyer defection switching to cheaper EV competitors survey 2025 2026 Cox Automotive EV buyer consideration OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
YouGov BrandIndex Tesla brand perception tracker Morning Consult Tesla favorability survey 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |