Scroll while AI works

Scroll while AI works

@scrollwhileaiworks

The account where AI runs your biz while you scroll our feed 🔥📱 AI employees run your inbox, socials, blog & more. You just vibe 👇

marblism.com Joined 2025-08-03

34.4K

Followers

6

Following

2.2M

Total Hearts

592

Videos

3.7K

Avg Hearts/Video

0.95%

Engagement Rate

0.6y

Account Age

5.2K

Followers/Month

329.9K

Hearts/Month

88.8

Videos/Month

Account Overview

What This Report Covers

This small account ranks 1269 out of 1349 creators and holds less than one tenth of the median follower count. The growth trajectory is fast as it has gained 5.2K followers every month since its inception 0.6 years ago. While average views reach 1.8M, the like rate of 0.87% falls well below the 4.93% median. The rest of this report breaks down the engagement depth and content performance trends.

Account Classification

Account Size Micro (10K+)
Account Age 2025-08-03
Verification No
Language EN
Follower Ratio 5.7K:1

Data Summary

Videos Analyzed 34
Avg Plays per Video 1,814,080
Avg Likes per Video 15,742
Engagement Rate 0.95%

Engagement Analysis

Based on 34 videos

This audience approves of content at a much lower rate than the typical user, ranking 1316 out of 1349 against the median. The data reveals a clear preference for advocacy over conversation. Shares represent the most frequent action at 0.071%, followed by saves at 0.059%. Comments occur at a much lower rate of 0.012%. These actions result in 1.3K shares, 1.1K saves, and 210 comments per video. This audience prioritizes word-of-mouth distribution and personal archiving over active community discussion. Brands should focus on content that is highly shareable to trigger organic spread rather than content designed to spark a conversation in the comments. Reach is inconsistent across the 34 videos. Only three videos reached five times the average while three hit the two times threshold. A coefficient of variation of 3.46 indicates erratic reach patterns. This is a tap-and-scroll audience.

1.8M

Avg Plays/Video

15.7K

Avg Likes/Video

210

Avg Comments/Video

1.3K

Avg Shares/Video

Engagement Quality Analysis

These use the median rather than the average, so one freak viral video cannot inflate them. They show the level a typical post on this account actually reaches.

14.7K

Median Plays

120

Median Likes

12.3M

75th Percentile

29.9M

Top Video

500.9

Engagement per 1K Followers

Normalized influence metric

Total Engagement (Sample)

The combined likes, comments, shares and saves across only the recent videos we analysed, not the account's lifetime.

61,678,732

Total Plays

535,237

Total Likes

7,129

Total Comments

43,484

Total Shares

36,602

Total Saves

Engagement Ratios

Each action as a share of views. Likes-to-views is how often a viewer taps like; saves-to-views is how often they bookmark a video to return to; shares spread it to others. Higher saves and shares signal content people find worth keeping or passing on, not just watching.

Below Average for Micro

0.87%

Likes / Views

0.01%

Comments / Views

0.07%

Shares / Views

0.06%

Saves / Views

Likes are the most frequent action at 0.87% compared to other metrics under 0.1%. This shows that viewers are much more likely to like the content than they are to comment, share, or save it.

Viral Hit Rate

How often a video beats this account's own average views. The 2x figure is the share of videos that did at least twice the norm, the 5x figure at least five times. A higher rate means breakout hits happen more often rather than reach depending on rare spikes.

8.80%

2x Avg (3 of 34)

0%

5x Avg (3 of 34)

Consistency Score

How steady the view count is from video to video, shown as a grade and a CV number. A lower CV and a better grade mean predictable reach on every post; a high CV means the views swing widely between hits and flops.

D

CV: 3.46

Lower CV = more consistent performance

Estimated Earnings

Revenue estimates based on follower count and average video performance

Sponsorship deals drive the primary revenue stream for this creator because of their high engagement volume. While the Creator Fund pays pennies per thousand views, brand partnerships scale with follower counts to provide a much larger payout. A typical sponsorship campaign for an account with 34.4K followers falls within a $100 to $300 range. Their rank of 1269 out of 1349 means they sit below the median in reach and influence. This position makes them a value buy rather than a premium name. The quoted sponsorship band represents a ceiling for negotiations instead of a fixed salary. A cost-per-view gut check of $0.05 per view suggests that most of the budget pays for the high volume of views rather than a famous name. These are modelled estimates from public metrics, not disclosed earnings.

Creator Fund (Est. Monthly)

Based on avg 1.8M views/video

$3,222 – $6,444

$0.02 - $0.04 per 1,000 views

Sponsorship Value (Est. Per Post)

Based on 34.4K followers (Micro (10K+))

$344 – $688

Industry rate for micro (10k+) creators

Disclaimer: These are rough estimates based on publicly available industry benchmarks. Actual earnings vary by niche, audience demographics, brand deals, and individual negotiation. TikTok Creator Fund payouts fluctuate and are not guaranteed.

Content Strategy Analysis

Based on 34 videos

Short clips under 15 seconds define this feed and capture nearly every post. You should favor these short cuts over longer durations to mirror the current strategy. Because zero videos fall into the 30 to 60 second range, moving toward a 29-second format like the top clip results in a large reach jump of 16.5 times the average. Original audio dominates the feed at 94.1% of clips, choosing brand identity over the easy reach of trending sounds. Captions are long and descriptive to provide context for the text. Open duet and stitch settings invite other creators to engage with the content directly. The top video earned a high like-to-comment ratio of 84 to 1, meaning it drove passive watching rather than active debate. Average views reach 1.8 million, establishing a solid floor for every post.

Video Duration Breakdown

How the account's recent videos split across length bands. It shows the format the creator leans on, from very short clips to long-form.

10s

Average Duration

<15s
32
15-30s
2

The account favors videos under 15 seconds with 32 out of 34 clips in this range. The average length is 10 seconds.

Original Sound Usage

Percentage of videos using the creator's own audio

94.10%
32 of 34

Posting Patterns & Optimal Timing

Based on 34 videos

This creator follows a Dormant or erratic pattern because they post below the field median with an inconsistent gap between videos. The posting frequency ranks in the lower half of the peer group while the follower count remains modest. Because the consistency grade is low and the variance between posts is high, the rhythm lacks a predictable heartbeat. This irregular pace has persisted for roughly six months but remains difficult to forecast accurately. New content typically lands on Monday and Thursday, with Tuesday being the quietest day for uploads. The most frequent upload hour occurs at 16:00 UTC. Marketers should expect sporadic drops rather than a dependable drumbeat of posts. You should time any specific tie-ins around the Monday or Thursday windows to align with their active posting days.

Posting Frequency

How often the account posts, against the typical tracked creator. It tells you whether to expect a steady stream or occasional drops.

Videos per Week 1.3
Avg Gap Between Posts 130.4h
Data Range 179 days

Most Active Days

Which days of the week new videos most often appear. These are upload times, when fresh content lands, not necessarily when the audience is watching.

Monday
7
Thursday
7
Saturday
6
Wednesday
4
Sunday
4
Tuesday
3
Friday
3

Posting Hours (UTC)

A heatmap of the hours (UTC) when this account publishes. Darker or taller blocks are the busier posting windows. Read it as the creator's release schedule, not their audience's active hours.

0h
3h
6h
9h
12h
15h
18h
21h

How to read these charts

A heatmap of the hours (UTC) when this account publishes. Darker or taller blocks are the busier posting windows. Read it as the creator's release schedule, not their audience's active hours.

The account posts most often on Monday and Thursday at 16:00 UTC. The volume is low with only 1.3 posts per week.

Top Videos

Top 10 by play count

61.6M

Combined Plays (Top 5)

534.5K

Combined Likes (Top 5)

12.3M

Avg Plays per Top Video

Pinned Videos

Videos pinned to the top of @scrollwhileaiworks's profile page

What if the next big breakthrough in aviation safety comes from AI? ✈️ New technology is being developed using artificial intelligence to prevent aircraft crashes before they happen—and even increase the survival rate if they do. The future of flying may be safer than ever. #AviationSafety #AI

Posted Aug 20, 2025

29.9M

Views

307.1K

Likes

3.6K

Comments

19.2K

Shares

22.1K

Saves

Weekend nature side quest GONE WRONG!?💀 Atleast I have no emails to get to on monday because Marblism ai took care of it. 😌 This is what I get tryna have work life balance tryna touch grass 😭 #fyp #viral #naturetok #worklife #businesstok

Posted Dec 01, 2025

19.2M

Views

107.4K

Likes

1.2K

Comments

18.8K

Shares

6.9K

Saves

We think it's so cool that these plane safety prototypes were designed by AI to help planes land in the ocean. How cool is that? Would you fly with one of these installed? #AI #aviation #planespotting #jet #Planes

Posted Sep 20, 2025

12.3M

Views

116.5K

Likes

2.2K

Comments

5.1K

Shares

7.1K

Saves

Feb 12, 2026

Corporate chairs were not designed for us Gen Z 🤣 Thats why I use Marblism so it handles the admin while I can focus on surviving office ergonomics. Agree? 😭 #officetok #office #officehumor #corporate #corporatelife #worktok #fyp

189.0K

Views

3.3K

Likes

31

Comments

320

Shares

379

Saves

⏲ 10s ▶ 540p ♪ Original sound original sound – Scroll while AI works 576×1024
Feb 15, 2026

IM JUST A GIRL DONT COME FOR ME😭 While I’m rearranging my spine, Marblism AI is rearranging my workload — automating emails, organizing admin, keeping tasks moving — so the only unstable thing here is ergonomics. #officetok #office #officehumor #corporate #corporatelife #worktok #fyp #young

15.5K

Views

186

Likes

3

Comments

0

Shares

23

Saves

⏲ 10s ▶ 540p ♪ Original sound original sound – Scroll while AI works 576×1024
Feb 10, 2026

SNOW LEOPARD ATTACKS SKIER and the internet loses its mind.😰 Meanwhile, Marblism is still answering emails, moving tasks forward, and keeping teams organized. You can’t automate the unexpected — but you can automate everything else. #SnowLeopardAttacksTourist #SnowLeopardAttack #XinjiangSnowLeopard

13.8K

Views

54

Likes

0

Comments

2

Shares

11

Saves

⏲ 6s ▶ 540p ♪ Original sound original sound – Scroll while AI works 576×1024
Feb 14, 2026

BREAKING: SNOW LEOPARD ATTACKS TOURIST?! 😳 A routine ski trip turned into a wildlife encounter no one added to the itinerary. Wife was right though! While chaos unfolded on the slopes, Marblism AI assistants quietly kept business operations running — organizing inboxes, coordinating tasks, managing

8.3K

Views

26

Likes

2

Comments

0

Shares

0

Saves

⏲ 6s ▶ 540p ♪ Original sound original sound – Scroll while AI works 576×1024
Feb 10, 2026

Bro sounded human

7.7K

Views

36

Likes

2

Comments

0

Shares

2

Saves

⏲ 10s ▶ 540p ♪ Original sound original sound – Scroll while AI works 576×1024

2 more top videos for @scrollwhileaiworks

Full video-by-video breakdown with views, likes, comments, shares and saves.

Unlock all 10 videos

Free, takes 10 seconds

Top Hashtags

The hashtags this account uses most across the videos we analysed. They hint at the topics and communities the creator targets for reach.

Most Common Words

The words that show up most in this account's captions, with stopwords and hashtags removed. They sketch the verbal tone and recurring themes.

marblism (22) ai (17) admin (12) emails (9) employees (7)

Top Sounds

The sounds this account uses most. A feed dominated by one original sound points to self-produced audio; a spread of trending tracks points to a creator riding sound trends for reach.

3 unique sounds
original sound - Scroll while AI works 32x
The Great Gig in the Sky - Pink Floyd 1x
Forever Young - Alphaville 1x

Key Insights & Takeaways

Audience & Reach

The account sits at a 0.0x multiple of the median creator size. This ranking indicates a smaller audience where a single campaign will reach a niche segment rather than achieving broadcast-scale impact. The like response falls well below the median average. Such a gap suggests that while view counts may fluctuate, the engagement per viewer is low. A brand should expect a less reactive audience for its specific message. This profile fits the technology category because the small audience size and lower interaction rate suggest an audience focused on content consumption rather than active community participation.

Key Takeaways

Reach. Ranking near the bottom of the field, this account has a following much smaller than the median. Engagement. A 0.87% like-rate falls well below the 4.93% median, indicating low audience interaction. Hit-rate. Only 8.8% of recent videos beat double the average view count, showing few standout successes.

Strengths

  • + Established follower base of 34,400
  • + Consistent growth at 5.2K followers/month
  • + Active posting schedule (1.3 videos/week)

Opportunities

  • ~ Optimize posting times for peak engagement windows
  • ~ Analyze top-performing content for replicable patterns
  • ~ Leverage geographic targeting for regional audiences
  • ~ Explore collaboration potential with similar creators
  • ~ Improve engagement rate through interactive content formats

Summary

This analysis of @scrollwhileaiworks reveals a micro (10k+) TikTok presence with 34,400 followers. The account demonstrates an engagement rate of 0.95%, averaging 1.8M plays per video across 34 analyzed videos. Key strengths include 2.2M total hearts, with opportunities to further optimize timing and content strategy based on the patterns identified in this report.

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About This Analysis: This analysis is based on a snapshot of @scrollwhileaiworks's TikTok profile and recent videos. It evaluates content strategy, engagement patterns, and posting behavior. Metrics are based on 34 analyzed videos.

Data collected and analyzed by TKMetrics | Analysis date: Jul 1, 2026