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How Cheaterbuster runs UGC: 35 creator accounts, measured

Cheaterbuster is an AI-powered tool that searches public dating profiles and social media to help users gain insights into their relationships. Here is what its UGC program looks like from public TikTok data.

Measured 23 October 2026Relationships · Relationship tools appVolume model183 videos read

As of 23 October 2026, UGC Agent attributes 35 TikTok accounts to Cheaterbuster's UGC program (15 confirmed, 20 likely). In the prior 30 days they posted 2 brand videos that drew 2.2M views, a median of 1.1M each. Most are nano creators (median 7.6K followers).

Accounts
3515 confirmed
Views, 30 days
2.2Mbrand videos only
Videos, 30 days
20.1 a day
Median views
1.1Mper brand video

Cheaterbuster UGC program in numbers

Every figure counts the 35 confirmed and likely accounts. Thirty-day figures cover brand videos posted between 24 September 2026 and 23 October 2026.

Cheaterbuster UGC program KPIs, measured 23 October 2026
MetricValueNote
Accounts counted3515 confirmed, 20 likely
Possible accounts (not counted)0Brand mentions without a program marker
Platform split (accounts)35 TikTok (Instagram not scanned)
Active in the last 30 days20 in the last 7 days
New accounts in 30 days1First brand video inside the window
Brand videos, 30 days20.1 a day
Videos per active account per week0.2
Views, 30 days2.2MLifetime views of videos posted in the window
Median views per brand video1.1MMean 1.1M
Videos over 100,000 views12 over 10,000
Hit rate0%Videos at 10x their account's median
Top 10% of videos, share of views97%
Engagement rate0.1%Likes, comments, shares and saves over views
Median followers7.6K11% under 1,000
Dedicated accounts14 of 35Post for the brand on every video
Median video length42 seconds0% slideshows
Earliest tracked brand videoOctober 2024Within the videos we read
Reported base pay per videoNot public
Program model (computed)Volume
Measured23 October 202630-day window ends on this date
Brand videos posted per day, 24 September 2026 to 23 October 2026. Peak day: 1 videos.

How Cheaterbuster's UGC program runs

Read from the numbers above, not from interviews. The program fits the volume model: many small or dedicated accounts posting several times a week.

  • Nano creators with their own audiences. The median account has 7.6K followers and only 11% are under 1,000. 14 of 35 are dedicated to the brand.
  • Low posting frequency per creator. Active accounts posted 0.2 brand videos a week each (0.1 a day across the program), and the median brand video drew 1.1M views.
  • Most of the roster is quiet. Only 2 of 35 accounts posted a brand video in the 30 days to 23 October 2026, so the program has either slowed or rotated to creators we have not found yet.
  • Views come from a few hits. The top 10% of brand videos drove 97% of 30-day views. 1 videos passed 100,000 views and 0% reached 10x their account's own median.
  • Measured on TikTok only. This measurement read TikTok; Instagram was not scanned for Cheaterbuster, so creators who post for the brand only on Instagram are not in these numbers.
  • Disclosure is rare in captions. None of the brand videos carry an ad disclosure in the caption or a platform ad label; disclosure may sit in on-screen text or the platform's branded-content toggle, which we cannot read.

Cheaterbuster's per-video pay is not public. For typical rates by creator size, see our UGC rates benchmarks.

Content format and caption hook mix

The most common length is 30 to 60 seconds (100% of videos with a known length); slideshows are 0% of brand videos. By caption, the leading hook types are hashtags or tags only (80%) and story, skit or prank (8%).

Video length, 30-day brand videos
  • Under 15 seconds0%0 videos
  • 15 to 30 seconds0%0 videos
  • 30 to 60 seconds100%1 video
  • 60 seconds and over0%0 videos
Caption hook type, 39 tracked brand videos
  • Hashtags or tags only80%31 videos
  • Story, skit or prank8%3 videos
  • Other statement13%5 videos
Promo code in caption
0%
Ad disclosure
0%
Brand named in caption text
0%
Program hashtag
15.4%

Hook type is classified from the opening line of each caption across every tracked brand video (the 30-day window is too small). On-screen text and the spoken hook are not public data, so this is the caption hook only; "other statement" is kept as its own bucket rather than forced into a type. For how hooks are scored in paid social, see hook rate, or draft your own with the UGC hook generator.

Who the creators are

All 35 counted accounts are on TikTok, because this measurement read TikTok only. Instagram was not scanned for Cheaterbuster, so there is no platform split to report.

Follower count, counted accounts
  • Under 1,00011%4 accounts
  • 1,000 to 10,00051%18 accounts
  • 10,000 to 100,00037%13 accounts
  • 100,000 and over0%0 accounts
Content language, accounts with a detected language
  • English100%24 accounts

Looking for creators like these? Browse lifestyle UGC creators, TikTok lifestyle creators, Instagram lifestyle creators in our creator directory, with counts and follower bands.

How the program is identified

Cheaterbuster's program is easiest to spot by bios: 15 of 35 counted accounts say in their bio that they post for the brand. The brand name alone never attributes an account, because brand names collide with common words, other products and personal names.

Evidence carried by counted accounts (an account can carry several)
  • Bio says the account posts for the brand43%15 accounts
  • Program hashtag on 1+ videos11%4 accounts

Accounts with a bio statement, account naming that matches the program, or two or more program-hashtag posts are confirmed. A reused program caption or hashtag plus supporting evidence makes an account likely. Read the full rules in the dataset method.

Where the data is thin

  • This measurement covers TikTok only. Instagram was not scanned for Cheaterbuster, so accounts that post for the brand only on Instagram are missing and every count here is a TikTok-only lower bound.
  • Country is unknown for 34 of 35 accounts, because many bios give no location. Content language is the better market signal: 100% of accounts with a detected language post in English.
  • Only 2 brand videos fall in the 30-day window, so medians and mixes on this page are indicative rather than precise.
  • Views are public view counts and include any paid boosting (Spark Ads, partnership ads). Paid and organic views cannot be separated from public data.

Method

UGC Agent searched TikTok for Cheaterbuster program evidence (Instagram was not scanned in this measurement), checked 35 candidate accounts, profiled 35 and read 183 videos. Each account was scored on public evidence only and every number counts confirmed and likely accounts. Thirty-day views are the public view counts, on 23 October 2026, of brand videos posted in the window. Dedicated accounts count every video since their first brand video; other accounts count only videos that reference the brand.

Public reporting on the program that we checked against:

Cite this data: UGC Agent, "How Cheaterbuster runs UGC", UGC Brands database, measured 23 October 2026, https://ugcagent.app/ugc-brands/cheaterbuster/

The account roster and playbook are in UGC Agent

This page is the Overview. The full Cheaterbuster record lives in the app's UGC Brands database:

  • Accounts: all 35 attributed accounts with followers, output, best video and the evidence behind each attribution.
  • Videos: 183 tracked brand videos, sortable by views and by how far each beat its account's median.
  • Playbook: the caption openers creators reuse, the hashtags with median views, video length versus views, posting schedule and how program accounts are named.

Every plan starts with a 3-day free trial. Cancel anytime. The trial opens the Overview and Method tabs with a preview of the top accounts and most-viewed videos. On paid plans, Pro opens Overview and Method; Accounts, Videos and Playbook open on Premium.

How apps run UGC on TikTok compares the app programs side by side, UGC creator programs of 504 brands, October 2026 pools all 504 programs, the UGC creator programs, September 2026 report ranks the 11 programs measured before Cheaterbuster was added, and the UGC Brands hub has every brand in one table. Terms used on this page: storytime video, POV video, UGC ads, engagement rate.

UGC Brands database

See every account in Cheaterbuster's program

UGC Agent tracks who posts UGC for a brand, how often and what it earns in views, then finds you creators who fit your own brief.