B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
25
25 -- net brand sentiment score for Toyota (2025-07)
Toyota had a net positive score of +25 in EV brand favorability.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
25
Unit
Score
Data Vintage
2025-07
Entity
Sample Size
8,237
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Electric Vehicle Intelligence Report (EVIR)
Primary
Tier B
https://webcraftingcode.com/news/tesla-skepticism-grows-after-underwhelming-austin-robotaxi-demo/ ↗
Source Article
Tesla Skepticism Grows After Underwhelming Austin Robotaxi Demo - Web crafting code
Tesla Skepticism Grows After Underwhelming Austin Robotaxi Demo
The latest Electric Vehicle Intelligence Report (EVIR) survey reveals that U.S. consumers’ confidence in Tesla has hit new lows, driven by safety concerns, disappointing robotaxi demos in Austin, and rising competition in the autonomous…
Original Research
Electric Vehicle Intelligence Report (EVIR)
· Original study ↗
Methodology
EVIR consumer survey of EV brand perceptions
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Toyota: 25 net brand sentiment score. Source: Electric Vehicle Intelligence Report (EVIR) (2025-07). Via Lighthouse Intelligence -- https://lighthousedata.io/data/toyota-net-positive-score-july-2025
HTML Embed
<blockquote cite="https://lighthousedata.io/data/toyota-net-positive-score-july-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>25</strong> -- net brand sentiment score for Toyota<br><small>Source: Electric Vehicle Intelligence Report (EVIR) (2025-07) · <a href="https://lighthousedata.io/data/toyota-net-positive-score-july-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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