Key findings

20.5% of scored creator footprints carry at least one live critical or high risk flag.
50.7% show alcohol in recent content; 32.2% show profanity. Both are visibility signals that most brands tolerate; a few categories cannot.
68.9% of full-history background checks surfaced at least one critical or high finding; only 13.1% came back with nothing to review.
A median background check reads 549 posts. Written violence, misinformation and harassment dominate the critical findings; hate speech is rarer than brands expect.
Audience quality is the weakest of the seven agents (mean 67.9); content risk is the strongest (mean 92.3). Creators are mostly clean on what they post and weak on who follows them.
Of 561 Instagram accounts checked with the free tool, 40.6% engage under 1% and 36.7% at 3% or more. The median is 1.53%.

1. How creators score

The CreatorScore is a 1–100 trust score for a creator’s whole cross-platform footprint. Across 603 scored accounts in 292 footprints, the mean is 80.5 and the median 82: most working creators are safe to work with, and the risk sits in a thin tail.

median CreatorScore

67.3%

score 80 or above

2.5%

score below 60 (Poor)

Accounts by tier

Exceptional (90+)29
Excellent (80–89)377
Good (70–79)154
Fair (60–69)28
Poor (<60)15

Where points are lost: mean score per agent

Seven independent analyses are weighted into the one score. Lower means more points lost.

Content risk92.3
Authenticity88.7
Sentiment84.6
Brand safety82.9
Community trust73.8
Audience quality67.9
ROI prediction65.1

2. What gets flagged in recent content

Monitoring reads what a creator posted recently and raises a flag per post or signal. Of 292 scored footprints, 217 (74.3%) have at least one live flag of any severity, and 60 (20.5%) have a live critical or high flag.

50.7%

footprints with alcohol in recent content

32.2%

footprints with profanity

10.3%

footprints using commercial music in a branded post

Live flags by type (top 12)

Alcohol presence2,704
Profanity669
Sentiment volatility116
Commercial music in a branded post81
Misinformation (spoken)52
Personal drama (spoken)50
Public feud (spoken)48
Political content46
Tobacco42
Deceptive content37
Harassment / bullying34
Misinformation (written)33

Alcohol presence and profanity are visibility signals: they are shown so a brand can decide, and cap the score only lightly. Hate speech, violence and harassment are what move a score, and they are far rarer.

3. What a full-history check finds

A Social Background Check reads a creator’s entire public history, years back, and sorts findings into brand-safety categories. Across 61 completed checks, the median check analysed 549 posts (mean 1,600).

68.9%

checks with a critical or high finding

13.1%

checks with nothing to review

549

posts read in the median check

Critical and high findings by platform

Instagram975
TikTok259
YouTube112
X39
Facebook17

Platform counts reflect where creators post most and where history goes back furthest, not that one platform is riskier than another.

4. Audience reality on Instagram

The free fake-follower checker measures engagement rate from recent posts. Among 561 Instagram accounts with a measurable rate (median 25,165 followers):

1.53%

median engagement rate

40.6%

of accounts engage under 1%

36.7%

of accounts engage at 3% or more

An account under 1% is not proof of bought followers, but it is the first thing to check before paying a rate card built on follower count.

Methodology

Scores: the latest unified CreatorScore for each scored account on 2026-10-10 (603 accounts in 292 footprints). A footprint is every account we treat as one creator.
Live flags: risk flags with a live status on that day. Flags retired as aged-out, superseded, dismissed or false positive are excluded. One flag = one post or signal.
Background checks: every completed Social Background Check to date. A finding is a post, caption, transcript excerpt or frame reviewed into a category; counts are of critical and high findings after our second-pass review.
Free checks: Instagram accounts looked up with the free fake-follower checker whose engagement rate could be measured (followers > 0). Engagement rate = average interactions per recent post divided by followers.
No creator, brand or agency is identified. Figures are aggregates of CreatorScore's own production data, not a random sample of all creators: brands and creators chose to run these checks, which skews toward creators already in commercial conversations.

How the score itself is built is documented at /methodology, and its measured accuracy at /accuracy.

Cite this report

Free to quote and republish the charts with attribution and a link (CC BY 4.0).

CreatorScore, "State of Creator Trust 2026" (October 2026), https://creatorscore.io/research/state-of-creator-trust-2026

Check a creator yourself

Run the free fake-follower checker, or get a full cross-platform CreatorScore from $9.99 per creator. Press and researchers: email [email protected] for cuts of this data.

State of Creator Trust 2026