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Fake engagement check for @ashesvpn

From the ashes 🥶 — public reach metrics and manipulation-risk assessment dated 2026-08-26.

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100/100
cleanliness index
Grade A+
low manipulation risk
Subscribers
13982
Median views
1759
ERR
12.6%
Posts sampled
40
Niche
Computer science

Assessment summary

With a posting frequency of about 7 posts per day, an advertising message quickly moves down the feed, so the bulk of the reach is generated in the first hours. Sponsored posts receive approximately 31% fewer views than regular content (about 1.3k vs. 1.9k), so placement unit economics should reasonably be calculated based on actual ad reach. In addition, the content is geared toward a specific local audience (Kenya, Safaricom, and M-Pesa services), requiring precise alignment with the offer's subject matter.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-08-26
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 @ashesvpn assessment dated 2026-08-26 uses 40 recent public posts. At that snapshot the channel had 13,982 subscribers, median post views were 1,759, ERR was 12.6%, 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.

Estimated 48-hour reach: 606–709 views.

Reach of advertising posts

Advertising posts have a median of 1,283 views versus 1,865 for regular posts — 31% lower.

Based on 3 advertising and 28 regular posts older than two days.

What grade A+ means

The channel shows almost no signs of manipulated engagement. Its public reach and audience activity are consistent with the subscriber count.

Dynamics and anomalies

Views by post

The latest 40 posts with views, from Aug 20 to Aug 26. The dashed line is the median (1,759).

01.2K2.4KAug 20: 1,723 viewsAug 20: 1,656 viewsAug 20: 1,803 viewsAug 20: 1,796 viewsAug 20: 1,769 viewsAug 20: 1,670 viewsAug 21: 1,720 viewsAug 21: 1,873 viewsAug 21: 1,868 viewsAug 21: 1,877 viewsAug 22: 1,749 viewsAug 22: 2,334 viewsAug 22: 2,356 viewsAug 22: 2,184 viewsAug 22: 2,138 viewsAug 22: 2,138 viewsAug 22: 2,103 viewsAug 22: 2,084 viewsAug 22: 2,308 viewsAug 22: 2,188 viewsAug 22: 2,176 viewsAug 22: 2,425 viewsAug 23: 1,863 viewsAug 23: 1,789 viewsAug 23: 1,795 viewsAug 23: 1,715 viewsAug 24: 1,503 viewsAug 24: 1,377 viewsAug 24: 1,335 viewsAug 24: 1,283 viewsAug 24: 1,249 viewsAug 25: 1,094 viewsAug 25: 1,031 viewsAug 25: 1,035 viewsAug 25: 1,029 viewsAug 25: 967 viewsAug 25: 922 viewsAug 26: 666 viewsAug 26: 491 viewsAug 26: 456 views Aug 20Aug 26

The sample maximum is 2,425 views. Snapshot dated Aug 26; the axis is not clipped, so spikes remain visible.

What could not be calculated

View maturation was not assessed: the channel publishes frequently, and every sampled post is newer than one week.

Cleanliness-index history

The channel has been checked once, so there is nothing to compare yet. The chart will appear after another check.

Run a fresh check for @ashesvpn

This page shows the saved result dated 2026-08-26. The bot collects a new snapshot for a current report.

Buy advertising

The channel does not appear to be in the high-risk zone. These marketplaces provide channel catalogs, pricing, and payment on their own platforms.

TG Inspector does not sell placements or participate in the transaction. A specific channel may be absent from a marketplace.

Where to buy advertising

These are affiliate links: TG Inspector may receive a commission. This does not affect the cleanliness index.

Monitor this channel

Monitoring reruns the assessment and sends an alert when ERR drops, subscribers change abnormally, or the cleanliness index moves.

Monitor @ashesvpn

Questions about @ashesvpn

Were any signs of audience or view boosting detected on the channel?

No, the channel received a minimum risk score of 0 out of 100 with high analysis confidence. View dispersion metrics are within the normal range for an authentic channel, and comments are open.

What post reach should an advertiser expect?

The median reach of sponsored posts is 1,283 views, which is about a third lower than that of regular posts (1,865 views).

Is advertising on this channel justified?

Placement is considered justified; however, it is important for the advertiser to take into account the high posting frequency (almost 7 posts per day) and the regional specifics of the channel's audience.

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This automated assessment is probabilistic. It describes statistical signals in public data and does not claim intentional manipulation. Channel owners can run a new check or contact support to request removal.

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