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Fake engagement check for @sniper_apk

Ethio Free Server🍿 — public reach metrics and manipulation-risk assessment dated 2026-09-10.

Trustworthy source of cryptocurrency news and latest information, as well as tips for crypto trading around the world Buy ads: https://telega.io/c/sniper_apk

Grade A+ low manipulation risk cleanliness index
checked 2026-09-10
Subscribers
27,538
Median views
2,316
ERR
8.4%
Posts sampled
40
Niche Computer science

Assessment summary

The channel is targeted at an audience from Ethiopia using configurations for free internet and VPN (HTTP Injector, SSH). The deleted post share of about 20% is explained by the specifics of the niche: the admin regularly purges outdated, expired configuration files. With a low posting pace (1.6 posts per day), an advertisement stays at the top of the feed for a long time and consistently gathers a median of 2.3 thousand views; however, the ad creative must be strictly adapted for the local user.

Compared with similar channels

Compared with 21 checked Computer science channels with no visible signs of manipulation. They are a similar size: 11,395 to 81,884 subscribers.

ERR (reach) lower than 13 of 21
8.4% for @sniper_apk similar channels median: 10.1%
Reactions per 100 views higher than 15 of 20
0.56 for @sniper_apk similar channels median: 0.33

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
2026-09-10
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 @sniper_apk assessment dated 2026-09-10 uses 40 recent public posts. At that snapshot the channel had 27,538 subscribers, median post views were 2,316, ERR was 8.4%, and the cleanliness index was 99/100.
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.

About 1,159–2,316 people will see your post in the first 48 hours.

Reach of advertising posts

Too few advertising posts to compare: 2.

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 16 to Sep 10. The dashed line is the median (2,316).

02.7K5.5KAug 16: 4,510 viewsAug 17: 5,268 viewsAug 19: 4,020 viewsAug 19: 5,341 viewsAug 19: 5,065 viewsAug 19: 4,817 viewsAug 21: 5,036 viewsAug 21: 5,469 viewsAug 23: 4,908 viewsAug 25: 4,621 viewsAug 27: 4,259 viewsAug 27: 3,973 viewsAug 28: 3,722 viewsAug 28: 3,495 viewsAug 30: 3,177 viewsSep 1: 2,827 viewsSep 1: 2,947 viewsSep 1: 2,806 viewsSep 2: 2,577 viewsSep 2: 2,414 viewsSep 3: 2,219 viewsSep 3: 2,099 viewsSep 3: 2,211 viewsSep 4: 2,109 viewsSep 4: 1,747 viewsSep 4: 1,766 viewsSep 5: 1,840 viewsSep 5: 1,916 viewsSep 5: 1,699 viewsSep 6: 1,886 viewsSep 6: 1,610 viewsSep 7: 1,238 viewsSep 7: 1,288 viewsSep 8: 1,122 viewsSep 8: 1,158 viewsSep 8: 1,095 viewsSep 9: 881 viewsSep 9: 576 viewsSep 9: 565 viewsSep 10: 138 views Aug 16Sep 10

Maximum: 5,469 views. Data as of Sep 10.

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.

Check today: @sniper_apk

Data from 2026-09-10 — 10 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 @sniper_apk and message you if reach drops, subscribers jump, or the cleanliness index changes.

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Questions about @sniper_apk

Is the channel safe in terms of fake engagement?

Yes, the channel scored a minimum risk score of 1/100 with high verification confidence, and the analysis revealed no traces of bots or inflated views.

What reach can be expected from an ad post?

Posts gather an average of about 2.3K views (ERR 8.41%). With 1-2 posts published per day, the advertisement does not get drowned out in the feed and steadily gathers its full reach.

Is buying ads on this channel justified?

The placement is technically justified, but it is critically important for the advertiser to consider the niche of censorship circumvention utilities and the local Amharic language of the content when choosing the advertised product.

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