TG Inspector TG Inspector
Avatar of @yaroshorts

Fake engagement check for @yaroshorts

Шортсы — public reach metrics and manipulation-risk assessment dated 2026-09-20.

Grade A+ low manipulation risk cleanliness index
checked 2026-09-20
Subscribers
14
Median views
103
ERR
735.7%
Posts sampled
40
Niche Blogs
Post language Russian
Channel age 4 months

Assessment summary

The ultra-high reach with 14 subscribers is not associated with bots, but with the microscopic size of the channel: posts are viewed via direct links or through forwards from personal chats and Shorts. However, advertising integrations here gather a median of only 37 views compared to a hundred for regular posts, so the practical reach of any promo campaign will be negligible.

Compared with similar channels

Compared with 6 checked Blogs channels with no visible signs of manipulation. They are a similar size: 21 to 40 subscribers.

ERR (reach) higher than 6 of 6
735.7% for @yaroshorts similar channels median: 447.4%
Reactions per 100 views lower than 6 of 6
2.96 for @yaroshorts similar channels median: 6.73

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
2026-09-20
Sample
The latest 40 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 @yaroshorts assessment dated 2026-09-20 uses 40 recent public posts. At that snapshot the channel had 14 subscribers, median post views were 103, ERR was 735.7%, 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: reasonable.

Not enough posts for a forecast.

Reach of advertising posts

Advertising posts have a median of 37 views versus 112 for regular posts — 67% lower.

Based on 4 advertising and 36 regular posts older than two days.

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 40 posts with views, from May 14 to Sep 14. The dashed line is the median (103).

079158May 14: 63 viewsMay 17: 63 viewsMay 17: 69 viewsMay 17: 70 viewsMay 20: 76 viewsMay 21: 89 viewsMay 22: 90 viewsMay 22: 120 viewsMay 22: 124 viewsMay 23: 126 viewsMay 23: 132 viewsMay 25: 128 viewsMay 31: 130 viewsMay 31: 127 viewsJun 3: 129 viewsJun 3: 134 viewsJun 11: 138 viewsJun 11: 155 viewsJun 11: 154 viewsJun 11: 158 viewsJun 25: 99 viewsJun 26: 105 viewsJul 2: 101 viewsJul 5: 119 viewsJul 5: 120 viewsJul 5: 119 viewsJul 5: 121 viewsJul 5: 122 viewsJul 6: 127 viewsJul 9: 62 viewsJul 24: 43 viewsJul 28: 46 viewsAug 21: 21 viewsAug 22: 24 viewsAug 22: 28 viewsAug 22: 33 viewsAug 24: 30 viewsAug 24: 31 viewsAug 25: 32 viewsSep 14: 8 views May 14Sep 14

Maximum: 158 views. Data as of Sep 20.

What could not be calculated

View build-up not assessed: there were no posts newer than one day.

Cleanliness-index history

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

@yaroshorts forwards posts from

Map of all links between checked channels

Run a fresh check for @yaroshorts

Data from 2026-09-20 — fresh.

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 @yaroshorts and message you if reach drops, subscribers jump, or the cleanliness index changes.

Monitor @yaroshorts

Questions about @yaroshorts

Are the channel views inflated?

There are no signs of automated inflation. Views exceed the subscriber count due to an external audience coming via links or forwards in chats.

What real reach will an ad post get?

On average, a regular post gets about 103 views, but promotional publications attract significantly less attention — their median is only 37 views.

Is placing ads justified?

Formally, placement makes sense due to clean statistics without inflation, but the microscopic audience reach makes buying ads pointless for most business objectives.

Similar channels in Blogs

All channels in Blogs

Browse all checked channels

This automated assessment is probabilistic: statistical signals, not an accusation. Disagree? Run a fresh check in the bot. Want the page removed? Contact support and we'll take it down within a day.

Check @yaroshorts