Know the risks before you reach out
Controversies, legal issues, sponsor withdrawals, and audience toxicity — surfaced automatically on every creator profile so nothing catches you off guard.
Brand safety that goes beyond a checkbox.
Real-time news monitoring, AI comment analysis, and reputation scoring — all before you commit budget.
News monitoring
Recent news and media mentions surfaced automatically for every creator. See what's happening before it becomes your problem.
Controversy detection
Legal scrutiny, sponsor withdrawals, public backlash — flagged as considerations so your team can make an informed call.
Comment risk analysis
AI scans audience comments for harassment, hate speech, and toxic patterns. Know what the conversation looks like before your brand joins it.
Credibility scoring
Composite credibility score based on growth patterns, audience authenticity, and content quality — one number to anchor your evaluation.
Content quality signals
Evaluate content quality and consistency across a creator's feed. Spot declining effort before it affects your campaign.
Growth anomaly detection
Suspicious follower spikes, engagement drops, and bot-driven growth patterns — detected and flagged automatically.
The full picture, at a glance.
Every creator profile includes a Creator Quality section with credibility scoring, brand safety findings, and content quality signals. No digging through tabs — the most important risk signals are visible before you scroll.
- Credibility score with clear high/medium/low rating
- Brand safety findings like legal scrutiny and sponsor withdrawal
- Content quality scoring based on consistency and effort
Controversies surfaced, not buried.
The Considerations tab pulls together everything that could matter — legal issues, public backlash, sponsor withdrawals, and reputation risks. Each item is specific and actionable, not a generic warning label.
- Specific controversy descriptions with real context
- Legal, financial, and reputational risk categories
- Actionable findings your team can evaluate quickly
Real news, not guesswork.
Kitbees monitors web sources for recent news mentions tied to every creator. Collaborations, awards, interviews, and controversies — all in one feed so your team has full context before outreach.
- Automated web search for recent creator mentions
- News feed covering collaborations, press, and incidents
- Fresh signals updated regularly, not stale data
See what the audience is really saying.
AI-powered comment risk analysis goes beyond sentiment. It classifies harassment, body shaming, hate speech, and other toxic patterns — and gives your team a clear recommendation on whether the creator is safe for your brand.
- Creator-level and topic-level risk scoring
- Concerning comments surfaced with specific classifications
- AI-generated recommendation tailored to brand sensitivity
Stop finding out about controversies after the contract is signed.
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Frequently asked questions
Everything you need to know about Kitbees.