Insights & expert commentary

Why social media moderation is critical for AU/NZ publishers: brand safety, audience trust, and legal compliance.

Generic toxicity models are built to work across all internet content, which means they often break down where precision matters most. Publisher comment sections have their own rules, their own coded language, their own context.

The Voller case made Australian publishers legally responsible for reader comments on their Facebook posts. Many responded by switching off comments entirely. But that's not moderation - that's surrender, and it's costing you more than you think.

If your comment moderation relies on the Perspective API, your setup has an expiration date. The API retires on December 31, 2026, and publishers and community managers need a plan before that deadline hits. Better alternatives exist, and switching now puts you ahead of the disruption.

Publishers in New Zealand and Australia manage enormous volumes of comments on sensitive topics every day, and manual moderation cannot keep pace. An ai comment moderation platform built around each publisher's own content policies offers a practical way forward, automating classification and action at scale without sacrificing accuracy, editorial standards, or compliance obligations.

A customer-defined classification taxonomy is a structured set of categories and rules that defines what content violates your specific community guidelines, rather than a generic toxicity score. This article explains what one looks like, how to build it, and why it produces more accurate moderation than off-the-shelf models.

Social listening tells you what the world is saying. Audience intelligence tells you what your readers actually think. For publishers, those are two different problems, two different data sources, and two different strategic assets. Conflating them means losing signal you can't afford to miss.

A practical guide for social media and community managers on handling negative comments with confidence. Covers response frameworks, real-world examples, tooling, and how to measure what's working, so your team can protect brand reputation and turn criticism into genuine audience trust.

Political polls sample thousands. Social media comments capture millions of real, unsolicited opinions every single day. When people speak without being asked, that honesty matters. This piece argues that the comment section tells you more about where public sentiment actually sits than any poll ever could.

A single toxic thread can spiral overnight, and by the time you see it, the damage to your brand trust is already done. Inaction on hate speech detection and online community moderation isn't a neutral stance — it's a choice to absorb the cost. This article makes the case for a proactive, intelligence-led approach to brand protection.

Athletes are expected to be visible online - but the comment section has become a hostile environment that organizations can no longer ignore. When athletes go dark on social media after poor performances, it signals a systemic failure, not a personal choice. Sports organizations have a duty of care that extends into the digital space, and it's time to act on it.

Explore how leading brands transform social media comments into product innovations. Discover why social listening provides unfiltered consumer insights that traditional research misses, and how Sence's conversational intelligence platform helps companies turn social feedback into their most valuable R&D resource.

Detect PR crises before they explode with Sence's AI monitoring tools. Learn to identify seven warning signs through sentiment analysis, pattern recognition, and real-time alerts. This practical framework helps social media managers protect brand reputation through early intervention across multiple platforms.

Social monitoring tells you what was said, conversational intelligence reveals why it was said. By decoding emotion, intent, and cultural nuance at scale, brands can move from chasing mentions to leading meaningful dialogue.

Disabling comments might seem like a quick fix, but it often backfires. This blog unpacks what brands across B2C, media, news, and sports lose when they silence conversation, and how smart moderation tools like Sence offer a better way forward.

Learn why conversations are your strongest signal for community health and growth, and how fragmented data keeps teams from acting on them.

Helping brands make sense of millions of online conversations is now a survival skill, not a nice-to-have. Traditional STP works, but only when it is fuelled by live community insights.

Eight out of ten customer comments happen outside formal feedback forms, hidden in fast-moving social threads. Brands that ignore this unstructured chatter miss early warning signs that cost revenue and reputation.

Harmful comments are more than noise - they threaten trust, safety, and growth. This guide breaks down their impact and shows how brands can protect conversations while building stronger communities

Your brand’s digital storefront never closes, so reputation risks never sleep. That is why leading Community Builders rely on AI-powered monitoring to catch sentiment shifts before they snowball into headlines.

From social listening to social understanding, introducing Conversational Intelligence. The new way brands protect, understand and grow their communities.

The influence of social media comments and what marketers need to know navigating the digital world.

Social media offers brands unmatched opportunities to build community, but harmful comments threaten trust, engagement, and growth. This article explores the rise of online harm and shows how protecting conversations with AI-powered moderation is the first step to building stronger, safer brand communities.

Behaviour shows what; conversations reveal why. Fuse both to predict, protect, and profit in real time.

What starts as a viral moment can spark lasting conversations. From memes to celebrity selfies, discover how cultural relevance, timing, and community shape brand impact.

From “sweet as” to “that’s ace,” regional slang colors online conversations with local flair. Dive into how dialects travel the web and why decoding them is the secret to authentic brand engagement.

Online conversations are full of hidden meanings shaped by age, culture, and platform. Discover how decoding generational slang can help brands build authentic, impactful connections.

From viral tweets to Reddit reviews, online conversations are quietly steering what we choose to eat, wear, and trust. Here’s how they’re changing the way consumers make decisions.