Fake engagement check for @Crypto_Bigmumbai1_Mumbai

Crypto Big Mumbai Win🏆 — public reach metrics and manipulation-risk assessment dated 2026-08-25.

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35 /100

Grade F high manipulation risk cleanliness index
checked 2026-08-25

Subscribers: 470,674
Median views: 216
ERR: 0.0%
Posts sampled: 40

Niche Video Games

Assessment summary

With an audience of over 470 thousand subscribers, posts gather a median of only 216 views, indicating an artificially inflated or completely dead base. With an extreme posting frequency of around 200 posts per day, an advertising message will disappear from sight within minutes. Combined with closed comments, advertising here holds no value for an advertiser due to the near-total lack of live reach.

Compared with similar channels

Compared with 6 checked Video Games channels with no visible signs of manipulation. They are a similar size: 181,254 to 1,410,659 subscribers.

ERR (reach) lower than 6 of 6

0% for @Crypto_Bigmumbai1_Mumbai similar channels median: 19.7%

Reactions per 100 views higher than 4 of 6

1.41 for @Crypto_Bigmumbai1_Mumbai similar channels median: 0.93

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: 2026-08-25
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 @Crypto_Bigmumbai1_Mumbai assessment dated 2026-08-25 uses 40 recent public posts. At that snapshot the channel had 470,674 subscribers, median post views were 216, ERR was 0.0%, and the cleanliness index was 35/100.
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

Channel content

🚩 Possible scam or deception signals

Posts contain signs of fraudulent gaming schemes: promises of guaranteed lottery wins and referral links.

Advertising outlook

Advertising placement: not recommended.

Some of the views may be fake.

Not calculated: a noticeable share of views looks fake.

Reach of advertising posts

Too few advertising posts to compare: 0. 1 more are too fresh.

What grade F means

High manipulation risk: strong signs of bots or inflated views. Better not to buy ads here.

What to pay attention to

Very low reach: ERR ≈ 0.0% with 470 674 subscribers

Median views account for fractions of a percent of the subscriber base: a negligible part of the audience sees a post. A typical sign of a dead or inflated base.

Dynamics and anomalies

Views by post

The latest 40 posts with views, from Aug 25 to Aug 25. The dashed line is the median (216).

post views
40 posts newer than one day and still gaining views
median 216

Maximum: 342 views. Data as of Aug 25.

What scoring found in the view pattern

Very low reach: ERR ≈ 0.0% with 470 674 subscribers

Median views account for fractions of a percent of the subscriber base: a negligible part of the audience sees a post. A typical sign of a dead or inflated base.

What could not be calculated

View build-up not assessed: the channel posts often, and every post is newer than a week.

Cleanliness-index history

The channel has been checked once — the chart will appear after the next check.

Check today: @Crypto_Bigmumbai1_Mumbai

Data from 2026-08-25 — 28 days old. Check the channel today before buying ads.

Monitor this channel

The bot will recheck @Crypto_Bigmumbai1_Mumbai and message you if reach drops, subscribers jump, or the cleanliness index changes.

Monitor @Crypto_Bigmumbai1_Mumbai

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