The competitive edge

Creator analytics that go beyond platform insights

Predictive score velocity, audience demographics, competitor benchmarking, and 7-agent AI scoring in one dashboard. The same data brands use to vet creators — now visible to you.

What's in your dashboard

Predictive score velocity

See where your score is heading in the next 30 days based on post cadence, engagement drift, and tone shifts — before brands notice.

Audience demographics

Age, gender, location, interests, and overlap with competitor audiences. Real data, not self-reported estimates.

Competitor benchmarking

Stack your CreatorScore against 5 peer creators in your niche. See where you win and where you lose.

Engagement anomaly detection

Predictive risk signals flag unusual spikes, suspicious comment patterns, and score-affecting incidents early.

Content safety scanner

Every new post is auto-scanned for brand safety risks. Catch issues before they become incidents.

ROI attribution

Track clicks, conversions, and revenue from sponsored content via the attribution pixel. See what actually drives deals.

7 AI agents, one unified score

Your CreatorScore is a weighted average of 7 specialist agents. Each one gives you a directional number you can improve.

20%
Content Risk

Scans every post for hate, NSFW, violence, and extremist content.

20%
Authenticity

Detects bots, engagement pods, and purchased followers.

15%
Brand Safety

FTC disclosure, controversy history, brand diversity patterns.

15%
Audience Quality

Community health + engagement depth of your actual audience.

10%
Sentiment

Comment tone, audience reception, and sentiment trajectory.

10%
Community Trust

FTC compliance and creator conduct signals.

10%
ROI Prediction

Blended engagement + growth velocity → predicted campaign ROI.

The FICO score for creators

A single 1-100 brand safety rating that summarizes everything brands care about. Creators with a verified CreatorScore negotiate 20% higher on average.

Frequently asked questions

What makes CreatorScore analytics different from platform insights?+

Native platform insights (Instagram, TikTok, YouTube) only show you your own aggregated metrics. CreatorScore adds: cross-platform benchmarking against peers, brand safety scoring, audience authenticity detection, predictive score velocity, and actual ROI attribution from brand campaigns. It's the data edge standard insights don't give you.

Can I benchmark against competitors in my niche?+

Yes. Every CreatorScore account includes peer benchmarking — you see how your 7-agent scores stack up against 5 similar creators in your category. This is the data brands use when deciding between you and another creator for a deal.

How does the predictive risk scoring work?+

We track score velocity (how fast your score is changing), tone shifts in recent posts, engagement anomalies, and comment sentiment drift. If any of these cross a threshold, you get an early warning before the score drops visibly — giving you time to course-correct.

Is the data real-time?+

Close to it. We fetch new content daily across 12 platforms, run risk scans on every post, and rescore the full account on a 30-day rolling cycle. Brand-critical events (controversies, viral posts, risk flags) trigger immediate score updates.

Do I need to connect my social accounts?+

No. CreatorScore works from public data by default — we scan public handles across 12 platforms without needing you to log in. For creators who want deeper analytics (private audience demographics, story data), optional OAuth is available.