Fake engagement check for @SwamCapital
Белый Лебедь • Про Бизнес и Финансы — public reach metrics and manipulation-risk assessment dated 2026-07-07.
📑 Стильный Telegram-канал про новости бизнеса и всё, что связано с деньгами. • Cотрудничество: @LumiKristy • Канал на Telega.in: https://telega.in/c/SwamCapital • РКН: https://clck.ru/3LWvar
Evidence snapshot
The @SwamCapital assessment dated 2026-07-07 uses 40 recent public posts. At that snapshot the channel had 42,450 subscribers, median post views were 8,832, ERR was 20.8%, and the cleanliness index was 50/100.
Source: public Telegram counters captured during the saved check. The result can change after a new snapshot.
Advertising outlook
Advertising placement: questionable.
The recommendation is limited by manipulation risk: some views may be artificial.
Estimated 48-hour reach: 4,080–6,236 views.
What grade D means
The channel has several strong warning signals consistent with artificial engagement or an inactive subscriber base. Advertising is risky.
This page shows the saved result dated 2026-07-07. The bot collects a new snapshot for a current report.
Monitor this channel
Monitoring reruns the assessment and sends an alert when ERR drops, subscribers change abnormally, or the cleanliness index moves.
Monitor @SwamCapitalQuestions about @SwamCapital
What does grade D mean for @SwamCapital?
The channel has several strong warning signals consistent with artificial engagement or an inactive subscriber base. Advertising is risky.
What is the ERR of @SwamCapital?
ERR is 20.8%. Median post views equal 20.8% of the channel's 42,450 subscribers. ERR describes observed reach, not proof that every remaining subscriber is fake.
How does TG Inspector calculate the cleanliness index?
The 50/100 index combines several public-data signals, including reach relative to audience size, audience behavior, and channel metadata. It is a probabilistic assessment, not proof of intentional manipulation.
Other checked channels
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.