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Avatar of @kaleri23

Fake engagement check for @kaleri23

денег нет но вы держитесь — public reach metrics and manipulation-risk assessment dated 2026-09-09.

ВК по укладки париков :https://vk.com/club226713949 ВК группа :https://vk.com/club226535280

Grade A+ low manipulation risk cleanliness index
checked 2026-09-09
Subscribers
390
Median views
177
ERR
45.4%
Posts sampled
40
Niche Hobbies & Activities

Assessment summary

The channel is a cosplayer's personal microblog with an active and engaged audience: for 390 subscribers, the median is 177 views, and posts regularly gather reactions and comments. The main limitation for an advertiser is the modest absolute scale of reach and the deletion of about 29% of publications, which is typical for clearing out temporary personal notes. Placement makes sense primarily for targeted offers in the cosplay, crafting, and geek culture niche.

Compared with similar channels

Compared with 6 checked Hobbies & Activities channels with no visible signs of manipulation. They are a similar size: 143 to 493 subscribers.

ERR (reach) lower than 4 of 6
45.4% for @kaleri23 similar channels median: 59.2%
Reactions per 100 views higher than 6 of 6
9 for @kaleri23 similar channels median: 5.97

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
2026-09-09
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 @kaleri23 assessment dated 2026-09-09 uses 40 recent public posts. At that snapshot the channel had 390 subscribers, median post views were 177, ERR was 45.4%, 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

No advertising posts among the latest 40.

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 Aug 29 to Sep 9. The dashed line is the median (177).

0160320Aug 29: 213 viewsAug 29: 212 viewsAug 30: 202 viewsAug 30: 241 viewsAug 30: 320 viewsAug 30: 319 viewsAug 31: 201 viewsAug 31: 169 viewsAug 31: 185 viewsAug 31: 120 viewsAug 31: 139 viewsSep 2: 213 viewsSep 2: 222 viewsSep 2: 220 viewsSep 2: 207 viewsSep 2: 228 viewsSep 2: 234 viewsSep 5: 209 viewsSep 5: 211 viewsSep 5: 208 viewsSep 5: 205 viewsSep 5: 203 viewsSep 5: 203 viewsSep 7: 139 viewsSep 7: 144 viewsSep 7: 120 viewsSep 7: 125 viewsSep 7: 137 viewsSep 7: 153 viewsSep 7: 154 viewsSep 7: 153 viewsSep 7: 148 viewsSep 7: 147 viewsSep 7: 147 viewsSep 7: 144 viewsSep 7: 145 viewsSep 8: 114 viewsSep 9: 80 viewsSep 9: 80 viewsSep 9: 80 views Aug 29Sep 9

Maximum: 320 views. Data as of Sep 9.

No deviations found in views. Manipulation doesn't always show up in views, so look at the whole index.

Cleanliness-index history

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

@kaleri23 forwards posts from

@kaleri23's posts are forwarded by

Only among channels we have checked.

Map of all links between checked channels

Check today: @kaleri23

Data from 2026-09-09 — 11 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 @kaleri23 and message you if reach drops, subscribers jump, or the cleanliness index changes.

Monitor @kaleri23

Questions about @kaleri23

Are there any signs of audience manipulation on the channel?

The deterministic check showed a zero risk score (0 out of 100): views are stable, reactions are active, and no obvious signs of bots or artificial manipulation were detected.

What reach can be expected from a publication?

The median reach of a single post is about 177 views, which corresponds to a high level of engagement (ERR over 45%) for an audience of 390 subscribers.

Is buying advertising on this blog justified?

Placement is considered justified thanks to a clean organic audience and open comments; however, it is suitable only for projects aimed at narrow niche exposure rather than mass traffic.

Similar channels in Hobbies & Activities

All channels in Hobbies & Activities

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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.

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