Introducing VwD’s New AI Scoring, Account Detection, and OnlyFans Visibility
Today, we’re rolling out the first part of a major upgrade to the VwD platform.
This release is focused on one core idea: context matters.
Not all risk is equal, not all signals should be treated the same, and not all creator activity lives on a single profile.
With this update, VwD becomes significantly better at answering the questions brand, agency, and compliance teams actually care about:
- How involved is this creator in controversial or risky content - really?
- Is this the full picture, or are there other accounts I should know about?
- Where is this creator monetizing their audience, beyond mainstream platforms?
Let’s walk through what’s new and why it matters.
Smarter AI Scoring That Understands Context, Not Just Keywords
Historically, many brand safety tools treated risk as binary - something was either “flagged” or it wasn’t.
But real-world decisions are rarely that simple.
With this release, VwD’s AI scoring system has been fully revised to account for depth, intent, and intensity, not just surface-level signals.
What’s different now?
Our scoring model now evaluates:
- Creator involvement in web articles
Not just whether a creator is mentioned, but how they are involved - author, subject, quoted source, or passing reference. - Recency of content
A post from eight years ago does not carry the same weight as something published last month. The scoring reflects that. - Intensity and frequency of sensitive content
Occasional references are treated differently from repeated or extreme patterns across time. - Category-specific nuance
Violence, alcohol, hate speech, and other sensitive categories are assessed with different weighting logic based on real-world brand risk tolerance.
The result is a more proportional, more explainable risk signal that aligns better with how internal reviews and approvals actually happen.
This doesn’t reduce scrutiny - it makes it more accurate.
Account Detection: Because Creators Rarely Operate in One Place
Creators don’t think in terms of “primary accounts.”
They think in terms of audience, reach, and distribution.
Until now, most tools forced teams to manually discover secondary or parallel profiles. That’s time-consuming, inconsistent, and easy to miss.
What’s new?
VwD now automatically detects other associated accounts belonging to the same creator across platforms.
That means:
- You no longer rely on self-reported links or bios alone
- You reduce the risk of reviewing only a “clean” surface account
- You get a more complete understanding of a creator’s digital footprint
When additional accounts are found, they’re presented clearly, with confidence indicators, allowing teams to decide what should be included in the scan.
This is especially valuable for:
- Pre-campaign vetting
- Contract renewals
- Ongoing monitoring of high-visibility creators
In short: fewer blind spots, less guesswork.
OnlyFans Detection: Visibility Without Assumptions
This is one of the most requested capabilities we’ve heard from enterprise clients.
Creators monetize in many ways, and OnlyFans has become a meaningful part of the creator economy. For some brands, that’s acceptable. For others, it requires review, disclosure, or internal alignment.
Until now, teams were left to discover this manually - or not at all.
What VwD does now
VwD can now detect the presence of an OnlyFans account associated with a creator and surface it clearly within the platform.
What this is not:
- It is not a judgment
- It is not a content classification
- It is not an automatic disqualification
What it is:
- Transparency
- Awareness
- The ability for brands to apply their own standards consistently
This feature exists to support informed decision-making, not to enforce a single definition of suitability.
Why This Matters in Practice
Taken together, these updates move VwD closer to what modern teams actually need:
- Risk assessment that understands nuance
- Creator profiles that reflect reality, not just what’s easy to find
- Signals that support internal conversations, approvals, and documentation
This release is intentionally focused on quality of insight, not volume of alerts.
And it’s only the beginning.
