Why crowdsourced moderation alone can’t build trust

What happens when the crowd becomes the moderator? On platforms like X (formerly Twitter), Reddit and Wikipedia, users are increasingly invited to help govern the spaces they inhabit by fact-checking misleading posts, flagging suspicious content, or adding context through tools like X’s new Community Notes. It sounds democratic and empowering, even utopian. But is it trustworthy?

Crowdsourced moderation has become a compelling signal of transparency and participation for many platforms, and in an age where platform trust is deeply intertwined with customer experience (CX), giving users more control over what they see and how it’s presented might seem like the ultimate CX win. But without careful design and oversight, it can just as easily degrade trust as build it.

We sat down with Ailís Daly, Head of Trust & Safety for EMEA at WebPurify, an IntouchCX company, to unpack how platforms are experimenting with crowdsourced moderation, where it helps (and where it doesn’t), and what a resilient, hybrid model for content governance might actually look like.

The promise of the crowd

“Crowdsourced systems harness collective intelligence and lived experience,” Ailís explains. “Unlike traditional, top-down moderation, they can reflect diverse perspectives and distribute responsibility.”

The idea is simple: by giving users the power to add context or flag misleading information, platforms can scale trust in ways that professional moderation teams simply can’t. Community Notes, one of the most high-profile examples, doesn’t issue verdicts. Instead, it offers crowd-written context beneath viral posts, a model that has the potential to encourage informed interpretation rather than reinforce binary thinking.

This model has customer experience benefits too. “When users feel they have a voice in shaping their environment,” Ailís says, “it builds stronger confidence. They’re not just passive consumers; they become stewards of the space.”

In CX terms, it’s the difference between a locked-down, opaque experience and one that feels transparent and participatory.

The fragility of the system

But giving users more say is not a silver bullet. As Ailís points out, “When [Community Notes] works, it works well. When it stalls, it leaves the platform more exposed to misinformation.”

And stall it has. Between January and May of this year, Community Notes submissions dropped from nearly 120,000 to under 60,000. Of those, only a fraction ever appeared publicly. The result was fewer corrections, less visibility, and eroded trust in the system’s effectiveness.

Studies show show community-based fact-checking can rebuild trust in ways traditional top-down fact-checking struggles to achieve. “But trust depends on volume and visibility,” Ailís says. “If fewer notes are created and even fewer displayed, users stop believing the system works. And if users don’t see the impact of their contributions, they start to disengage. And once that cycle starts, it’s hard to reverse.”

She also points to design flaws that can amplify risks: systems that are too opaque, contributor pools that lack diversity, and unclear editorial criteria can all lead to groupthink or exploitation.

For platforms that rely on CX to differentiate, this is critical. A confusing or inconsistent moderation experience can directly undermine user satisfaction and perceived fairness.

The hybrid future

So what does a better system look like? For Ailís, the answer is layered.

“Crowdsourced input should be an additional signal, not a replacement for professional content moderation,” she says. “Users can provide context and surface early signals, but expert teams are essential for upholding policy and ensuring consistency.”

Platforms like Reddit and Wikipedia illustrate what this balance can look like. “Reddit allows volunteer moderators to reflect community norms within subreddits, but it still has Trust & Safety staff and escalation paths,” Ailís explains. “Wikipedia’s editorial community is massive, but it’s backed by clear rules and a governance structure that resolves disputes and deals with systemic abuse.”

Even TikTok has entered the hybrid space, with its Footnotes feature inviting users to annotate videos while maintaining robust professional moderation in parallel.

For Daly, the hybrid model is both good governance and good CX. “Users feel empowered, but they’re also protected. That’s how you build trust and loyalty at scale.”

Designing for resilience and trust

If there’s a core lesson here, it’s that crowdsourced moderation only works when it’s deliberately designed to. Platforms need diverse contributor bases, transparency in how decisions are made, and ongoing education so that users understand not just the rules, but the values behind them.

“Training modules, onboarding prompts, and feedback loops help contributors see the impact of their input,” Ailís notes. “Without those, you risk turning moderation into a popularity contest.”

That kind of contest might be fun in the short term, but it’s not how you keep a platform safe or compliant. With laws like the EU’s Digital Services Act placing stricter demands on platforms, the cost of over-relying on crowdsourced systems is rising.

Why CX needs more than moderation

At its best, trust and safety work goes beyond compliance and actively contributes to the user experience, ensuring your users feel respected, heard, and protected. That’s why IntouchCX, WebPurify’s parent company, is investing in moderation as part of its broader CX strategy.

“Trust is a pillar of good customer experience,” Ailís says. “When you moderate well, with clarity, fairness, and community input, users stay longer, engage more, and feel safer.”

Crowdsourced moderation can be a powerful trust signal, but only if it’s thoughtfully built, transparently governed, and combined with expert oversight.

For Ailís, the future lies in layered systems that scale with nuance. “Use community input to provide context and diversity,” she says. “But anchor it in professional Trust & Safety frameworks that ensure consistency and compliance.”

That’s how you build trust, protect your users, and deliver the kind of resilient customer experience today’s platforms need to thrive.