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Fake engagement check for @sevi_lli

chanl — public reach metrics and manipulation-risk assessment dated 2026-08-31.

Grade A+ low manipulation risk cleanliness index
checked 2026-08-31
Subscribers
1,503
Median views
228
ERR
15.2%
Posts sampled
39
Niche Recreation & Entertainment

Assessment summary

With a clean risk score of 0/100 and a median of 228 views, the channel demonstrates organic activity in the format of quick user challenges. However, due to the high posting frequency (over 10 posts per day) and regular feed updates, an ad post will instantly get pushed down out of readers' focus. Under such conditions, a standard placement format without a top pin will prove ineffective.

Compared with similar channels

Compared with 5 checked Recreation & Entertainment channels with no visible signs of manipulation. They are a similar size: 1,010 to 4,480 subscribers.

ERR (reach) higher than 3 of 5
15.2% for @sevi_lli similar channels median: 9.3%

This is not a niche norm: only channels checked by the service are included. An unusually high ERR can also be a sign of inflated views.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-08-31
Sample
The latest 39 public posts available at check time.
Calculation method
TG Inspector calculates metrics from the saved snapshot and combines independent signals into a deterministic 0–100 cleanliness index.
Factual result
The @sevi_lli assessment dated 2026-08-31 uses 39 recent public posts. At that snapshot the channel had 1,503 subscribers, median post views were 228, ERR was 15.2%, and the cleanliness index was 100/100.
Limitations
This is a probabilistic assessment based on public data, not proof of intentional manipulation or a real-time channel measurement.

Full methodology and interpretation rules

Advertising outlook

Advertising placement: questionable.

So many posts that an ad quickly slides down the feed.

About 114–234 people will see your post in the first 48 hours.

Reach of advertising posts

Too few advertising posts to compare: 0. 1 more are too fresh.

What grade A+ means

Almost no signs of manipulation: reactions look real and reach matches the subscriber count. The safest place for ads.

Dynamics and anomalies

Views by post

The latest 39 posts with views, from Aug 27 to Aug 31. The dashed line is the median (228).

0187375Aug 27: 231 viewsAug 27: 246 viewsAug 27: 240 viewsAug 27: 241 viewsAug 27: 230 viewsAug 27: 244 viewsAug 27: 309 viewsAug 27: 364 viewsAug 27: 375 viewsAug 30: 179 viewsAug 30: 218 viewsAug 30: 220 viewsAug 30: 231 viewsAug 30: 235 viewsAug 30: 263 viewsAug 31: 250 viewsAug 31: 236 viewsAug 31: 259 viewsAug 31: 324 viewsAug 31: 235 viewsAug 31: 234 viewsAug 31: 233 viewsAug 31: 228 viewsAug 31: 219 viewsAug 31: 191 viewsAug 31: 192 viewsAug 31: 166 viewsAug 31: 164 viewsAug 31: 149 viewsAug 31: 136 viewsAug 31: 122 viewsAug 31: 87 viewsAug 31: 88 viewsAug 31: 96 viewsAug 31: 68 viewsAug 31: 50 viewsAug 31: 31 viewsAug 31: 25 viewsAug 31: 8 views Aug 27Aug 31

Maximum: 375 views. Data as of Aug 31.

What could not be calculated

View build-up not assessed: the channel posts often, and every post is newer than a week.

Cleanliness-index history

The channel has been checked once — the chart will appear after the next check.

Check today: @sevi_lli

Data from 2026-08-31 — 20 days old. Check the channel today before buying ads.

Buy advertising

No signs of manipulation. You can buy ads on these marketplaces — they have channel catalogs, prices, and checkout.

We don't sell ads. This channel may not be listed there.

Where to buy advertising

Affiliate links: we get a commission. It never affects the channel's score.

Monitor this channel

The bot will recheck @sevi_lli and message you if reach drops, subscribers jump, or the cleanliness index changes.

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Questions about @sevi_lli

Was audience or engagement manipulation detected on the channel?

No, the channel's risk score is 0 out of 100, and the ratio of views to reactions indicates organic subscriber behavior.

Why is the feasibility of ad placement evaluated as questionable?

The channel operates in a high-volume mode with more than 10 posts per day, causing an ad post to lose visibility in the feed very quickly.

What is the actual reach of a post on this channel?

The median number of views per post is around 228 with a total subscriber base of 1,503.

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