‘So destructive’: women are paying for face scans that tell them what cosmetic procedures to get

Summary

Facial analysis services, fueled by 'looksmaxxing' trends, offer personalized cosmetic procedure recommendations based on quantified beauty metrics. While some users seek career and financial advantages, experts warn of negative psychological impacts, particularly for those with body dysmorphia, and question the scientific validity and cultural applicability of these services.

Key Takeaways

1. Facial analysis services offer personalized cosmetic procedure recommendations, capitalizing on insecurities and the 'looksmaxxing' trend.
2. Experts express concern about the negative psychological impact of these services on self-esteem and their potential to perpetuate self-criticism.
3. The scientific basis and universal applicability of the metrics used by facial analysis services are questioned by researchers.

Statement Breakdown

• Claimed Facts: 40% of statements the article presents as facts
• Opinions: 45% of statements classified as editorial or subjective
• Claims: 15% of statements surfaced for additional reader evaluation

Credibility & Bias Reasoning

Credibility assessment: The article presents a balanced view by including personal anecdotes, expert opinions, and company claims. It critically examines the scientific basis and potential psychological impacts of facial analysis services, citing relevant research and experts.

Bias assessment: Concerned Consumer Advocate. The article leans towards highlighting the negative aspects and potential harms of facial analysis services, particularly for vulnerable individuals. It emphasizes expert concerns and user experiences that point to exploitation and negative psychological effects.

Note: This article critically examines facial analysis services, highlighting potential psychological impacts and questioning scientific validity. Readers should consider expert opinions and personal experiences presented.

Credibility flag: Cautionary Analysis

Claimed Facts (6)

• This statement presents a verifiable trend in the cosmetic industry.
• This refers to a recognized psychological phenomenon and research findings.
• This is a factual statement about the company's claims regarding its methodology.
• This identifies a person and their professional affiliation, a verifiable fact.
• This identifies a person and their professional affiliation, a verifiable fact.
• This identifies a person and their professional affiliation, a verifiable fact.

Opinions (9)

• This is a personal reflection and subjective feeling expressed by Danielle.
• This is a personal belief and subjective assessment of beauty standards.
• This is a personal observation and generalization based on social media content.
• This is a generalization about women's insecurities, presented as a subjective assertion.
• This is a rhetorical question expressing doubt and a subjective concern about the long-term effects.
• This is a rhetorical question posing a subjective concern about the fundamental nature of such services.
• This is a strong opinion and prediction about the ineffectiveness of safeguards and the exploitation of vulnerable individuals.
• This is a strong opinion about the harmful effects of these services on specific groups.
• This is a direct recommendation and subjective warning.

Claims (10)

• While the article acknowledges some truth to the 'halo effect,' the broad and unqualified claims by Qoves about 'better treatment everywhere' are presented as potentially exaggerated or unsubstantiated.
• The claim that attractiveness can be definitively quantified and empirically scored is presented as a core tenet of 'looksmaxxing' but is later challenged by experts.
• While Qoves claims to cite research, the article later questions the relevance and application of this research, suggesting the credibility is dubious.
• The article implies that the application of this research by Qoves is questionable, as the original research had limitations.
• This statement from Dr. Mogilski directly refutes the idea that his research can be universally applied to justify facial enhancement suggestions.
• The claim of diversity and inclusion is presented as unclear and potentially undermined by known issues with AI bias.
• This claim is directly contradicted by observations of Eurocentric beauty ideals in their promotional materials.
• This observation directly challenges Qoves' claim of being appropriate for all ethnicities and considering unique traits.
• This statement highlights a significant concern about the services' operations, implying a lack of verifiable substance.
• This is a direct statement from an expert questioning the scientific basis for the services' recommendations.

Key Sources

• Danielle — User of Qoves facial analysis service
• Qoves — Facial analysis service company
• Dr Tracy Vaillancourt — Professor of Psychology, University of Ottawa
• Dr Justin Mogilski — Psychology Professor, University of South Carolina Salkehatchie
• Epica — Facial analysis service company
• Dr Mitch Brown — Assistant Professor of Psychological Science, University of Arkansas
• Guardian staff — Journalist
• Océane — User of Qoves facial analysis service