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Fake engagement check for @cahko1

𝓐78 🎧 — public reach metrics and manipulation-risk assessment dated 2026-09-09.

основа @myrtaz1n

Grade A+ low manipulation risk cleanliness index
checked 2026-09-09
Subscribers
53
Median views
76
ERR
143.4%
Posts sampled
40
Niche Cars & Other Vehicles

Assessment summary

Views exceeding the subscriber count with a base of 53 people is typical for small creator channels due to personal forwards and traffic from the main profile. The feed consists exclusively of aesthetic creator content without third-party advertising; however, due to a median of only 76 views, placement will provide only micro-reach.

Compared with similar channels

Compared with 8 checked Cars & Other Vehicles channels with no visible signs of manipulation. There are too few channels of a similar size, so the whole niche is used: 1,428 to 30,159 subscribers.

ERR (reach) higher than 8 of 8
143.4% for @cahko1 similar channels median: 18%
Reactions per 100 views higher than 7 of 8
10.76 for @cahko1 similar channels median: 1.67

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 @cahko1 assessment dated 2026-09-09 uses 40 recent public posts. At that snapshot the channel had 53 subscribers, median post views were 76, ERR was 143.4%, 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 Jul 16 to Sep 5. The dashed line is the median (76).

077155Jul 16: 98 viewsJul 18: 81 viewsJul 18: 85 viewsJul 18: 81 viewsJul 18: 94 viewsJul 18: 70 viewsJul 18: 76 viewsJul 18: 70 viewsJul 18: 83 viewsJul 21: 80 viewsJul 21: 82 viewsJul 21: 79 viewsJul 21: 77 viewsJul 21: 82 viewsJul 23: 96 viewsJul 23: 94 viewsJul 23: 90 viewsJul 23: 96 viewsAug 1: 77 viewsAug 1: 75 viewsAug 1: 78 viewsAug 20: 42 viewsAug 20: 43 viewsAug 20: 40 viewsAug 20: 43 viewsAug 22: 44 viewsAug 22: 42 viewsAug 26: 35 viewsAug 26: 35 viewsAug 26: 39 viewsAug 27: 155 viewsAug 27: 148 viewsAug 27: 150 viewsAug 28: 37 viewsAug 28: 41 viewsAug 28: 41 viewsAug 28: 34 viewsSep 5: 12 viewsSep 5: 12 viewsSep 5: 12 views Jul 16Sep 5

Maximum: 155 views. Data as of Sep 9.

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.

@cahko1's posts are forwarded by

Only among channels we have checked.

Map of all links between checked channels

Check today: @cahko1

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 @cahko1 and message you if reach drops, subscribers jump, or the cleanliness index changes.

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Questions about @cahko1

Is the channel safe in terms of fake engagement?

Yes, the analysis revealed no signs of bots or inflated metrics; the risk score is 0 out of 100.

Why does post reach exceed the number of subscribers?

With a median of 76 views and 53 subscribers, such a metric is typical for micro-channels whose content is forwarded to friends or viewed via links in other profiles.

What results can be expected from advertising on this channel?

Placement is technically justified due to the absence of advertising noise in the feed, but the actual reach is limited by the scale of the channel — around 76 views per publication.

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