68/100

Moderate evidence

Three experiments find AI disclosure cuts ad clicks for old brands, not young ones

Study title: When Old Is Not Gold: The Interactive Effect of Brand Age and AI Disclosure on Ad-Clicking Interest

Evidence type
Controlled or validated comparison
Sources
1 sourcePeer-reviewed
Published
1 min read

Study title: When Old Is Not Gold: The Interactive Effect of Brand Age and AI Disclosure on Ad-Clicking Interest

Researchers ran three experiments on how consumers react when advertising discloses the use of AI. Interest in clicking ads dropped when AI use was disclosed for old brands, but not for young brands.

Read the study abstract

Artificial intelligence (AI) disclosure in advertising is increasingly common, yet prior research reports mixed findings, with evidence of both favorable and unfavorable consumer responses. Drawing on schema congruity theory, this research proposes that brand age represents an important but overlooked boundary condition of consumer responses to AI disclosure. Three experiments demonstrate that AI disclosure reduces consumers’ interest in clicking advertisements for old brands, whereas this negative effect does n…

The problem

In three experiments, disclosing that advertising involved AI reduced consumers' interest in clicking ads for old brands, while ads for young brands showed no such drop.

In brief

The authors trace the drop to a mismatch between consumers' expectations of an established brand and the idea of AI-made marketing. That mismatch weakened perceived brand authenticity, which lowered perceived product quality and, in turn, ad-clicking interest.

The work addresses earlier research that found mixed reactions to AI disclosure, some favourable and some unfavourable, by pointing to brand age as the condition that separates them.

Main points

  1. Three experiments tested how AI disclosure in advertising affects consumers' interest in clicking ads.
  2. AI disclosure lowered ad-clicking interest for old brands.
  3. The negative effect did not appear for young brands.
  4. AI disclosure created greater schema incongruity for old brands, according to the authors' analyses.
  5. The reported chain runs from incongruity to lower perceived brand authenticity, then lower perceived product quality, then lower ad-clicking interest.

The full story

The study draws on schema congruity theory, which holds that people respond to information depending on how well it fits what they already expect. The authors argue that brand age is an overlooked boundary condition explaining why earlier studies of AI disclosure in advertising found both favourable and unfavourable consumer responses.

Further analyses in the experiments indicate the effect works through perception. For old brands, AI disclosure created more schema incongruity, which undermined perceived brand authenticity and lowered perceived product quality, ending in reduced interest in clicking the ad. For young brands, no such negative effect emerged.

Sources

1 on file
  1. Journal of Interactive Advertisingdoi:10.1080/15252019.2026.2707403
    Peer-reviewed2026-08-11

Talk it over

Four questions to start on
Who carries this cost, and what would have to change to prevent it?

Start with a question

Three experiments find AI disclosure cuts ad clicks for old brands, not young oneshttps://truvace.com/item/when-old-is-not-gold-the-interactive-effect-of-brand-age-and-ai-disclosure-on-ad

  1. Who carries this cost, and what would have to change to prevent it?

    The problem In three experiments, disclosing that advertising involved AI reduced consumers' interest in clicking ads for old brands, while ads for young brands showed no such drop.

    Answer in the thread
  2. How do we know? What can this kind of evidence show, and what can’t it?

    The evidence This rests on a controlled comparison, from Journal of Interactive Advertising.

    Answer in the thread
  3. What does it leave open? What else would you want to know before acting on it?

    The record’s own caveat The negative effect of AI disclosure was found only for old brands and did not emerge for young brands, so the result does not apply to advertising in general.

    Answer in the thread
  4. Have you seen AI used this way where you study, work or live? Did it go the same way?

    Answer in the thread

The questions are the same on every record. The details under them are taken from this record as written.

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