Issues
Brand Trust
Perceived trustworthiness and long-term brand credibility with drivers.
Perception
641
Sample Size
4
responses
Model Spread
5
max - min score
Sources Cited
3
Positive Themes
transparent communication×4responsive to owners×4
Negative Themes
None surfaced in this slice of responses.
Model Agreement
Perception score for this issue, per model
GPT-5.1 (demo)65
Claude Sonnet 5 (demo)63
Gemini 3 (demo)67
Perplexity (demo)62
Competitor Comparison
Same issue, same methodology
Ford Motor Company64
General Motors66
Tesla47
Company-wide Stakeholder Movement
Shown for context — responses are not cross-tagged by both issue and stakeholder, so this reflects overall movement this audit, not an issue-specific breakdown
Regulators / Policymakers-17
Consumers-4
Investors-2
Industry Analysts-2
Associated Sources
SignalWire Business3
SocialPulse aggregate2
Consumer Drive Alliance2
Underlying Evidence
| Model | Company | Context | Sentiment | Sources | Timestamp | Status |
|---|---|---|---|---|---|---|
| GPT-5.1 (demo) | Ford Motor Company | Brand Trust | positive | 2 | Jul 14, 2026, 11:30 AM | success |
| Claude Sonnet 5 (demo) | Ford Motor Company | Brand Trust | positive | 2 | Jul 14, 2026, 11:31 AM | success |
| Gemini 3 (demo) | Ford Motor Company | Brand Trust | positive | 1 | Jul 14, 2026, 11:33 AM | success |
| Perplexity (demo) | Ford Motor Company | Brand Trust | positive | 2 | Jul 14, 2026, 11:34 AM | success |