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Fake engagement check for @Lanivfx

Lani — public reach metrics and manipulation-risk assessment dated 2026-09-06.

▸ Чат - https://t.me/MontageChatLani ▸ ДС - https://discord.gg/DdVh2chFKW ▸ Моё Обучение - @Privat_Lani ▸ Мой лс - @Laniakeeaa

Grade D some signals require caution cleanliness index
checked 2026-09-06
Subscribers
5,242
Median views
9,940
ERR
189.6%
Posts sampled
13
Niche Art & Design

Assessment summary

An anomalous reach of over 180% with a subscriber base of 5.2k is driven by the viral distribution of video editing packs and assets across external chats rather than artificial inflation. However, a publishing pause of over three weeks and the deletion of more than half of recent posts pose a significant risk: on a cooling channel, a new integration is unlikely to match the performance of pinned and viral posts.

Compared with similar channels

Compared with 10 checked Art & Design channels with no visible signs of manipulation. There are too few channels of a similar size, so the whole niche is used: 36 to 164,419 subscribers.

ERR (reach) higher than 9 of 10
189.6% for @Lanivfx similar channels median: 97.2%
Reactions per 100 views lower than 8 of 10
0.66 for @Lanivfx similar channels median: 2.54

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
2026-09-06
Sample
The latest 13 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 @Lanivfx assessment dated 2026-09-06 uses 13 recent public posts. At that snapshot the channel had 5,242 subscribers, median post views were 9,940, ERR was 189.6%, and the cleanliness index was 50/100.
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.

The channel has gone quiet — ask the owner when the next post is due.

About 7,058–10,691 people will see your post in the first 48 hours.

Reach of advertising posts

Too few advertising posts to compare: 2.

What grade D means

Clear signs of manipulation: several strong signals at once. Ads here are risky.

What to pay attention to

Some posts appear to have been deleted (≈56% numbering gaps)

There are many gaps in the numbering of recent posts, indicating that some posts were deleted. This is often done to hide completed ad campaigns and conceal their actual reach. On its own, this is an indirect sign (posts are also deleted during edits).

Dynamics and anomalies

Views by post

The latest 13 posts with views, from Dec 23 to Aug 12. The dashed line is the median (9,940).

08.2K16KDec 23: 6,696 viewsDec 23: 7,312 viewsDec 23: 8,126 viewsJan 27: 8,304 viewsFeb 16: 9,303 viewsApr 3: 9,550 viewsApr 16: 10,854 viewsMay 18: 12,578 viewsJun 6: 16,308 viewsAug 10: 14,502 viewsAug 11: 10,774 viewsAug 11: 9,940 viewsAug 12: 14,208 views Dec 23Aug 12

Maximum: 16,308 views. Data as of Sep 6.

What scoring found in the view pattern

High reach driven by external forwards: ERR ≈ 190%

Views exceed the subscriber base, but this looks organic rather than inflated: view counts vary noticeably from post to post, and reactions are genuine. This is typical for content that is actively forwarded to external chats (work groups, aggregators) or goes viral outside the channel.

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.

Check today: @Lanivfx

Data from 2026-09-06 — 14 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 @Lanivfx and message you if reach drops, subscribers jump, or the cleanliness index changes.

Monitor @Lanivfx

Questions about @Lanivfx

What inflation risk level has been identified for the channel?

The channel scored 50 out of 100 (medium risk) with low assessment confidence. Suspicions are primarily caused by the deletion of about 56% of posts within the analysis window, rather than signs of view inflation.

Why does post reach significantly exceed the number of subscribers?

An ERR of around 190% is driven by virality: original motion design videos and free editing packs are actively forwarded by the audience to external chats and third-party communities.

Why is purchasing ads on the channel considered questionable?

The reason for the questionable feasibility is an inactive feed, with no posts published for over 24 days. Without consistent activity and regular content releases, it is difficult to rely on predictable reach for an advertising post.

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