Ford Motor Company — AI Perception Monitor/Audit 2 — Follow-up
4

History

Ford Motor Company · Audit 1 — Baseline (May 4, 2026) → Audit 2 — Follow-up (Jul 14, 2026)

Overall
655

was 70

Trust
641

was 65

Innovation
883

was 85

Risk
5722

was 35

Issue Perception — Before vs. After

Pricing & Affordability60→3426
EV Strategy & Innovation85→883
Brand Trust65→641
Safety65→4322

Stakeholder Perception — Before vs. After

Consumers64→604
Investors80→782
Regulators / Policymakers65→4817
Industry Analysts60→582

Model Agreement — Before vs. After

Higher = more consensus across models

Overall96→942
Pricing & Affordability96→960
EV Strategy & Innovation96→960
Brand Trust96→960
Safety96→8214spread ±23

New Narratives

Appeared in this audit, absent from the previous one

Affordability concerns

4 responses · 4 models · Pricing & Affordability

View evidence

Increased safety scrutiny

6 responses · 2 models · Safety

View evidence

Source Changes

New or disappeared citations for Ford Motor Company

new SafetyBeat Monitor10