Business Insider reports that market research firm Morning Consult found declining consumer trust in many major AI brands, with seven out of 10 AI brands showing year-over-year drops in net trust scores, according to the Morning Consult data cited by Business Insider. Google's Gemini improved by six points to a net trust score of 24, per the report. Morning Consult also flagged gains for nostalgic, comfort-oriented consumer brands such as Capri-Sun, Lunchables, Hot Wheels, and Mr. Pibb. The firm, which has tracked trust for nearly 600 brands since 2018, said Americans' overall trust in consumer brands is higher than ever. Business Insider published the story on Jun 17, 2026, summarizing Morning Consult's findings and quotes.
What happened
Business Insider summarizes a Morning Consult report released Tuesday that measured brand-level trust. According to Morning Consult and reported by Business Insider, seven out of 10 major AI brands showed year-over-year declines in net trust scores. Google's Gemini was an exception, improving by six points to a net trust score of 24, per the Morning Consult figures. The Morning Consult data also identified gains for nostalgic consumer names including Capri-Sun, Lunchables, Hot Wheels, and Mr. Pibb, which Morning Consult framed as sharing a common thread -- brands from the "brand landscape of childhood, before adult complexity set in." The firm has tracked trust for nearly 600 brands since 2018 and reported that Americans' overall trust in consumer brands is higher than previous measurements.
Editorial analysis - technical context
The Morning Consult measure is a brand-trust metric rather than a technical evaluation of model performance or safety. Industry trust scores aggregate consumer perceptions that may reflect product reliability, privacy concerns, safety incidents, or media coverage. For practitioners, trust metrics are an input to risk assessment, user experience design, and disclosure strategy, but they do not map directly to model robustness or technical correctness.
Industry context
Observed patterns in brand research show that consumers often default to familiar, low-surprise brands during periods of rapid change. Morning Consult frames the improving brands as "reliable if not particularly exciting," citing examples like Dawn, Band-Aid, and Heinz as high-trust incumbents. Industry observers have in other contexts linked nostalgia and predictability to reduced perceived risk among consumers.
What to watch
Monitor follow-up Morning Consult releases for whether the trust decline in AI brands persists or reverses, and watch for breakdowns of trust by use case (search, creative tools, workplace assistants). Practitioners should track which narratives or incidents correlate with trust shifts in the data; Business Insider's article is a summary of Morning Consult's findings and does not include additional primary data beyond the report.
Scoring Rationale #
The story reports widely relevant consumer-trust data that affects product adoption and public perception, which matters to ML product teams and risk managers. It is notable but not a technical or regulatory landmark, so the impact is solid rather than transformational.
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