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@vliciacosplays: statistics and cleanliness index

🤍Vlicia Wolf Cosplays🤍

Добро пожаловать! Здесь вы сможете увидеть больше косплей контента с других соц сетей, а также бекстейджи/процессы и многое другое🌟 Рада всем новым мью!! • Спам канал: https://t.me/vliciaspams •Инстаграм: https://www.instagram.com/vlicia_wolf?igsh=d3Rtb

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Grade A+ metrics look normal cleanliness index
data from 2026-10-03
Subscribers
334
Median views
528
ERR
158.1%
Posts sampled
23
Niche Hobbies & Activities
Post language Russian
Channel age 4 years

Data from 2026-10-03 — 5 days old.

Assessment summary

A cosplayer's personal blog featuring game and anime photoshoots, festival coverage, and life updates.

Each post reaches more people than the subscriber count, and new content is published infrequently — roughly once every three days. With this frequency, posts stay at the top for a long time, so an ad will receive sustained audience attention.

What grade A+ means

The metrics agree with each other: views and reactions are distributed as usual, and almost no signals lower the index.

Compared with similar channels

Compared with 14 Hobbies & Activities catalog channels whose metrics look normal. They are a similar size: 112 to 493 subscribers.

ERR (reach) higher than 14 of 14
@vliciacosplays 158.1%
similar channels median 56.6%
Reactions per 100 views at the median
@vliciacosplays 7.65
similar channels median 7.62

This is not a niche norm: only catalog channels are included. A high ERR is not always a plus: if the other metrics do not support it, the index goes down.

Dynamics and anomalies

Views by post

The latest 22 posts with views, from Jul 6 to Oct 2. The dashed line is the median (528).

06921.4KJul 6: 977 viewsJul 8: 354 viewsJul 11: 549 viewsJul 12: 335 viewsJul 12: 348 viewsJul 13: 907 viewsJul 20: 1,208 viewsJul 23: 624 viewsJul 29: 663 viewsAug 2: 395 viewsAug 6: 618 viewsAug 17: 864 viewsAug 25: 256 viewsAug 25: 1,373 viewsAug 31: 507 viewsSep 3: 1,176 viewsSep 9: 377 viewsSep 14: 250 viewsSep 14: 1,385 viewsSep 20: 277 viewsSep 26: 174 viewsOct 2: 245 views Jul 6Oct 2
  • post views
  • 1 post newer than one day and still gaining views
  • median 528

Maximum: 1,385 views. Data as of Oct 3.

No deviations in views. Views are only part of the metrics, so look at the whole index.

Cleanliness-index history

The channel's data has been collected once — the chart will appear after the next update.

Advertising outlook

Advertising placement: reasonable.

Not enough posts for a forecast.

Reach of advertising posts

Too few advertising posts to compare: 2.

Without an ad label: 1 post.

Buy advertising

Telegram ads are sold 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.

Questions about @vliciacosplays

What is the audit result for the channel @vliciacosplays?

The channel's integrity index is 98 out of 100, earned an A+ grade, and is rated as "metrics are normal." No anomalies in audience behavior have been detected.

Why does post reach exceed the number of subscribers?

The channel's ERR is around 158.08%, meaning posts attract an audience from external sources or forwards. At the same time, the audience actively leaves reactions and engages in the comments.

Does it make sense to buy ads on this channel?

Buying ads here is well-justified. Posts are published on average once every three days, so an integration will remain visible to readers without the risk of quickly getting lost in a stream of content.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-10-03
Sample
The latest 23 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 @vliciacosplays assessment dated 2026-10-03 uses 23 recent public posts. At that snapshot the channel had 334 subscribers, median post views were 528, ERR was 158.1%, and the cleanliness index was 98/100.
Limitations
This is a probabilistic assessment based on public data: it describes metrics, not the owner's actions, and is not a real-time measurement.

Full methodology and interpretation rules

This automated assessment is probabilistic: it describes the channel's public metrics, not its owner's actions. The index and grade are calculated from public data and are not changed on request. Channel owners can request removal of the page — t.me/TGinspector_ru.