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EU collaborations & research

ZenFeed is a European, privacy-conscious autonomous moderation tool that helps people, communities and public-facing teams reduce exposure to toxic comments, online hate and harmful digital interactions.

It works in the background on public social media pages, detects harmful comments quickly and applies user-controlled moderation settings β€” so people do not have to absorb hostility manually every day.

We are open to EU-funded collaborations, research partnerships, pilots and consortium projects focused on online safety, cyberbullying, digital wellbeing, hate speech, democratic participation and mental health.

Toxic comments are not just a moderation problem.

They affect how people feel, speak, participate and show up online.

Public comment sections can expose creators, moderators, journalists, educators, health professionals, activists, young people and community members to harassment, hate speech, cyberbullying and hostile engagement.

Manual moderation is slow and emotionally exhausting. ZenFeed was created to reduce that burden and help make digital spaces safer without forcing people to constantly read harmful content.

As we explain in Why Facebook Comments Feel So Toxic, toxic comment sections are shaped by context, visibility and emotional contagion; and in Will Moderating Hate Reduce Engagement?, we show why healthier moderation does not have to mean killing meaningful participation.

First month of operation

50,000

comments analysed

~10,000

toxic comments removed

1,500+

comments processed daily

Autonomous moderation

What ZenFeed does today.

ZenFeed helps page owners detect and remove toxic comments quickly, with adjustable sensitivity settings and transparent action logs.

ZenFeed is designed to protect people first: the people who manage online spaces, the people targeted by hate and the communities trying to participate safely.

check_circle Autonomous detection of toxic comments
check_circle Rapid hiding or deletion of harmful content
check_circle Adjustable sensitivity levels
check_circle Moderation dashboard
check_circle European hosting
check_circle GDPR-conscious processing
check_circle Free access options for NGOs and independent media
check_circle Works with Facebook and Instagram (in beta)

Our broader project vision

We are developing ZenFeed beyond a simple comment filter. Our broader vision combines:

Technology

  • arrow_right_alt Open-weight European AI model for content moderation
  • arrow_right_alt Multiple platform support
  • arrow_right_alt Group and private messages support
  • arrow_right_alt Privacy-conscious architecture
  • arrow_right_alt European hosting and infrastructure

Psychology and mental health

  • arrow_right_alt Reducing harmful exposure for moderators and community managers
  • arrow_right_alt Understanding the psychological effects of online hate
  • arrow_right_alt Supporting vulnerable groups and youth-facing communities
  • arrow_right_alt Developing wellbeing-informed moderation guidelines and prevention programs

Research

  • arrow_right_alt Psychological research on exposure to hate and toxic comments
  • arrow_right_alt Sociological analysis of online hostility patterns
  • arrow_right_alt Technical research on intent detection, bias, fairness and accuracy
  • arrow_right_alt Ethical data use under consent and academic supervision

Social impact

  • arrow_right_alt NGO and independent media support
  • arrow_right_alt Youth online safety
  • arrow_right_alt Cyberbullying prevention
  • arrow_right_alt Protection of civic voices
  • arrow_right_alt Healthier digital participation

Areas for collaboration

We are looking for partners in EU-funded projects and applied research.

ZenFeed can contribute to projects related to:

Online hate and hate speechCyberbullying and youth online safetyDigital wellbeing and mental healthSafer social media designModeration and community safetyDisinformation and harmful engagementDemocratic participationProtection of women, LGBTIQ people and vulnerable public voicesModerator wellbeingResponsible autonomous toolsEuropean technological sovereignty

We are open to working with:

NGOs and civil society organisations

  • Pilot deployments
  • Awareness campaigns
  • Community safety work
  • Public education
  • Support for vulnerable groups

Universities and research teams

  • Psychology research
  • Sociology research
  • Technology research
  • Ethics and consent protocols
  • Impact evaluation
  • Academic publications

Public institutions

  • Online safety pilots
  • Youth protection initiatives
  • Digital wellbeing programmes
  • Safer public communication

Media and civic organisations

  • Protection from coordinated harassment
  • Comment moderation support
  • Safer public debate
  • Journalist and moderator wellbeing

Technology partners

  • Open-weight LLM development
  • Privacy-preserving data infrastructure
  • Scalable moderation systems

Creators, brands and public-facing teams

  • Healthier comment sections
  • Reduced manual moderation
  • Protection for people managing public social media
  • Responsible community management

A practical tool against online hate

What ZenFeed can bring to a consortium

ZenFeed can bring a working, AI-based online safety tool that is already in development and partly operational. Some functions are already working, while others are still being developed and can be adapted within a consortium project.

ZenFeed is not only a concept or awareness campaign. It is a practical response to a real problem: toxic comments, online hate, cyberbullying and the emotional burden created by hostile public comment sections.

ZenFeed can contribute:

check_circle A functioning moderation tool with an active development roadmap
check_circle Facebook public comment moderation already working
check_circle Instagram beta and further platform development
check_circle AI-based detection of toxic or harmful comments
check_circle GDPR-conscious European infrastructure
check_circle Pilot implementation with NGOs, youth organisations, media, creators or public-facing communities
check_circle Practical action plans for reducing exposure to online hate and cyberbullying
check_circle Data and moderation insights that can support research on online hate
check_circle Potential datasets or structured evidence for evaluating harmful online interactions, under proper consent, anonymisation and ethical safeguards
check_circle Mental-health expertise through Proyecto ART
check_circle Ideas for prevention, protection and psychoeducation around online harm

ZenFeed can be useful in a consortium because it combines a concrete technological solution with a broader mental-health-informed project. It can help partners test what happens when exposure to harmful comments is reduced, how online hate affects people, and what practical prevention and protection strategies can be developed around safer digital spaces.

Research and ethics

ZenFeed works with harmful comments, vulnerable groups and potentially sensitive online contexts. That means our research and product development must be careful, transparent and human-centred.

For research collaborations, we aim to work with qualified partners to ensure:

check_circle Informed consent when research is involved
check_circle Anonymisation where appropriate
check_circle GDPR-conscious data practices
check_circle Ethical review when required
check_circle Transparent research protocols
check_circle Protection of vulnerable groups
check_circle Clear separation between product use and research participation

We are especially interested in measuring whether reducing exposure to toxic comments improves perceived safety, stress, willingness to participate online, moderator wellbeing and community climate. Our approach to privacy and data minimisation is aligned with the principles discussed in GDPR and Facebook Comment Moderation.

EU funding routes we are exploring

EIC Accelerator

For scaling ZenFeed as a European online safety product with strong social impact, technological innovation and commercial potential.

DIGITAL Europe Programme

For deployment-oriented projects involving safer digital communities, autonomous tools, youth protection, online wellbeing and European digital capacity.

Cascading Grants / FSTP

For focused pilots with NGOs, universities, media, youth groups, creators or civic actors.

Other EU and national programmes

Including CERV / Daphne, Horizon Europe, Erasmus+, media innovation funds, digital rights initiatives and youth online safety programmes.

Let's make online spaces safer for people.

We are open to conversations with EU project coordinators, universities, NGOs, online safety organisations, public institutions, independent media, youth organisations, mental health organisations, technology partners, brands and creators.

If you are preparing a consortium, research project, pilot or online safety initiative, we would be happy to explore how ZenFeed can contribute.

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