Human Ads: Towards Fair Advertising in Content Monetization on Social Media

ERC (European Research Council)HORIZON-ERCID: 101041824
EC Contribution
€15,000
Consortium Size
1 orgs
Start Year
2022
Summary

Human ads are Internet influencers who earn revenue by creating and monetizing authentic and relatable advertising content for their armies of followers, by relying on business models such as influencer and affiliate marketing. This content often results not only in commercial but also political (hidden) ads, which look the same, are posted by the same persons, are displayed in the same digital space, to the same audiences, and raise the same transparency issues. In this environment, consumers and citizens can no longer distinguish between ads and non-ads, and between commercial and political communications. They are faced with a double transparency problem: (i) human ads have incentives to hide commercial interests, and (ii) platforms have incentives to algorithmically amplify human ads engagement in opaque ways. This reflects a general good faith and fair dealing problem: the social media economy is increasingly based on deceit, which leads to new forms of vulnerability for consumers and citizens on digital markets. Given its complexity and relative novelty, this phenomenon has not yet been the object of sustained academic or regulatory inquiry. HUMANads tackles this comprehensive research gap by exploring why a general European legal regime on fair advertising by human ads on social media platforms is necessary, and what it would entail. First, it articulates new theory of fair advertising in EU consumer law, in the context of content monetization by human ads across commercial and political speech. Second, it gathers evidence relating to business models, advertising prevalence and legal uncertainty through innovative interdisciplinary methods including digital ethnography, comparative law and natural language processing (NLP). Third, it proposes criteria for the assessment of resulting consumer harms, and translates them into a new normative governance model mandating more stringent transparency obligations on social media platforms.

Consortium (1)

Project Results (22)

Source: CORDIS, the EU research results database.

Publications (21)
Children as concealed commodities: Ethnographic nuances and legal implications of kidfluencers’ monetisation on TikTok
New Media & Society· 2025DOI
Tom Divon, Taylor Annabell, Catalina Goanta
Influencer self-disclosure practices on Instagram: A multi-country longitudinal study
Online Social Networks and Media· 2025DOI
Thales Bertaglia, Catalina Goanta, Gerasimos Spanakis, Adriana Iamnitchi
The Hashtag Hustle Law and Policy Perspectives on Working in the Influencer Economy
· 2025
Taylor Annabell, Christian Fieseler, Catalina Goanta, Isabelle Wildhaber
(Un)disclosed brand partnerships: How platform policies and interfaces shape commercial content for influencers
Internet Policy Review· 2024DOI
L. Aade, T. Annabell & C. Goanta
Across Platforms and Languages: Dutch Influencers and Legal Disclosures on Instagram, YouTube and TikTok
16th International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2024)· 2024DOI
H. Gui, T. Bertaglia, C. Goanta, S. de Vries, and G. Spanakis
Automated Transparency: A Legal and Empirical Analysis of the Digital Services Act Transparency Database
ACM Conference on Fairness, Accountability and Transparency 2024· 2024DOI
Kaushal, R., van de Kerkhof, J., Goanta, C., Spanakis, G., & Iamnitchi, A.
InstaSynth: Opportunities and Challenges in Generating Synthetic Instagram Data with ChatGPT for Sponsored Content Detection
International AAAI Conference on Web and Social Media· 2024DOI
Bertaglia, T., Heisig, L., Kaushal, R., & Iamnitchi, A.
Leveraging GPT for the generation of multi-platform social media datasets for research
35th ACM Conference on Hypertext and Social Media· 2024DOI
Henry Tari, Danial Khan, Justus Rutten, Darian Othman, Rishabh Kaushal, Thales Bertaglia, Adriana Iamnitchi
Radical Reforms: Bringing Fairness to Social Media Contracts
NO JOURNAL TITLE· 2024DOI
C. Goanta, M. Straub, J. van de Kerkhof
The Monetisation of Toxicity: Analysing YouTube Content Creators and Controversy-Driven Engagement
Proceedings of the 4th International Workshop on Open Challenges in Online Social Networks· 2024DOI
T. Bertaglia, C. Goanta & A. Iamnitchi
A Multimodal Analysis of Influencer Content on Twitter
AACL· 2023DOI
Villegas, Danae Sánchez; Goanta, Catalina; Aletras, Nikolaos
Closing the Loop: Testing ChatGPT to Generate Model Explanations to Improve Human Labelling of Sponsored Content on Social Media
Explainable Artificial Intelligence· 2023DOI
T. Bertaglia, S. Huber, C. Goanta, J. Spanakis, & A. Iamnitchi
Content Monetization
Yale Information Society Project Platform Terminologies· 2023
De Gregorio, Giovanni & Goanta, C.
Content Monetization on Twitter: A Study of Platform Documentation and Transatlantic Legal Implications
Stanford Transatlantic Technology Law Forum Working Paper Series· 2023
C. Goanta
Digital Detectives: A Research Agenda for Consumer Forensics
European Papers· 2023DOI
C. Goanta
Policy brief for European Commission's Digital Fairness check (public consultation)
Policy brief for European Commission's Digital Fairness check (public consultation)· 2023
C. Goanta
Policy brief for French government public consultations on influencer regulation (Consultation publique “Influenceurs / Créateur de contenus”)
· 2023
Aade, L., van de Kerkhof, J., & Goanta, C.
Policy Brief for the European Commission's Digital Services Act implementation consultation
NO JOURNAL TITLE· 2023
Aade, L., Annabell, T., Costa Bertaglia, T., Iamnitchi, A., van de Kerkhof, J., Goanta, C., & Gui, H.
Shedding Light on Child Influencers: Insights on the Influencer Economy, Dutch Private Law and Children’s Rights
Tijdschrift voor Familie en Jeugdrecht· 2023DOI
Mol, Charlotte and Goanta, Catalina
The New Social Media: Contracts, Consumers, and Chaos
Iowa L. Rev. Online· 2023
C. Goanta
The Regulation of Digital Advertising Under the Dsa: A Critical Assessment
Computer Law & Security Review· 2023DOI
Duivenvoorde, Bram; Goanta, Catalina
Other Results (1)
Periodic Reporting for period 1 - HUMANads (Human Ads: Towards Fair Advertising in Content Monetization on Social Media)