VwD Pulse

The heartbeat of AI and brand safety and suitability innovation

VwD Pulse

Innovation in Motion: The Heartbeat of AI-Driven Brand Safety
Published on
April 17, 2026

Compliance Teams Are Sleeping on Social Data, And It's Getting Expensive

Compliance teams have built frameworks for almost every category of risk their business faces. Social data is not one of them - and as influencer marketing scales, that gap is getting expensive.

Published on
April 16, 2026

From Viral to Canceled: The Lifecycle of a Brand Crisis

A brand crisis doesn't come out of nowhere - it follows a pattern. Learn the six stages from spark to aftershock, and what to do at each one.

Published on
April 16, 2026

Why the World's Most Sophisticated Enterprises Are Building on Public Social Data

Leading enterprises are quietly rebuilding their intelligence infrastructure around public social data - not for marketing metrics, but for real-time competitive signals, creator landscape mapping, and unmediated consumer insight. The organizations that started early are compounding an advantage that's getting harder to close.

Published on
March 26, 2026

They Passed the Vibe Check. But Not the Compliance One.

They were cool. Trendy. They posted in lowercase. Used the right filters. Said “authentic” in the intro call. Your team fell in love. So you skipped the hard stuff. Then the campaign launched - and the FTC showed up.

Published on
March 26, 2026

Move Over CRM - Social Intelligence Is the Data Source You're Missing

Most marketing teams have invested heavily in CRM infrastructure, and for good reason. But there's a layer of intelligence your CRM was never designed to capture: the unfiltered, real-time, public behavior of your audience before they ever enter your pipeline.

Published on
March 26, 2026

10 Signs an Influencer Could Be a Brand Liability

Influencers can make a brand - or quietly undo years of trust with a single post.

Published on
March 26, 2026

The Hidden Layer of the Internet: What Public Social Data Can Tell You That Nothing Else Can

The scale of what this represents is almost impossible to comprehend. Over 500 million posts are published on X alone every day. Nearly 5 billion people worldwide have active social media profiles. Each one of those posts carries information: who said it, when, in what context, with what sentiment, in response to what, with what reach.

Published on
March 26, 2026

No Scandals on Instagram? Check Their X Feed

Their Instagram looks clean. Their TikToks are polished. Nothing controversial in sight. So your team green-lights them. But did anyone check their X feed?

Published on
February 21, 2026

The Intersection of Social Media and Corporate Responsibility

Social media isn’t just a marketing channel anymore — it’s a mirror. Every post, comment, and campaign reflects what your brand stands for (or doesn’t).

Published on
February 21, 2026

This Creator Was Flagged in 7 Seconds. Here’s Why.

 The feed looked fine. The engagement was great. The creator was getting ready to launch with three major brands. Then we ran the scan.

Published on
February 21, 2026

🌍 Exploring Regional Differences in Social Media Compliance

What you can post, promote, or collect in one country might get you fined, banned, or trending for the wrong reasons in another. For global brands, social media compliance is no longer just about “doing the right thing.” It’s about staying in business.

Published on
February 21, 2026

From “This Video Is Risky” to “It Happens Right Here”: Introducing Timestamp Intelligence

Today, brands, agencies, and compliance teams need to know exactly where risk appears, not just whether it exists. Context matters. Placement matters. Timing matters. That is why we’re introducing Timestamp Intelligence — a new way to understand creator content with precision, speed, and confidence.