Scroll while AI works
The account where AI runs your biz while you scroll our feed 🔥📱 AI employees run your inbox, socials, blog & more. You just vibe 👇
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.
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
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
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
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.
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.
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
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
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
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
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
Bro sounded human
7.7K
Views
36
Likes
2
Comments
0
Shares
2
Saves
2 more top videos for @scrollwhileaiworks
Full video-by-video breakdown with views, likes, comments, shares and saves.
Unlock all 10 videosFree, takes 10 seconds
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.
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.
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
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.
Want TikTok Data for Your Research?
Search hashtags, look up profiles, and export TikTok data to CSV for analysis.
Start SearchingAbout 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