Fake engagement check for @kannada_kpsc_quiz
ಕನ್ನಡ ಕ್ವಿಜ್ ಚಾನೆಲ್ | Kannada Quiz Channel — public reach metrics and manipulation-risk assessment dated 2026-08-26.
🔥 ಸತ್ಯಮೇವ ಜಯತೆ 📚 ಸ್ಪರ್ಧಾತ್ಮಕ ಪರೀಕ್ಷೆಗಳ ಪ್ರಶ್ನೆ ಪತ್ರಿಕೆಯ ವಿಶ್ಲೇಷಣೆ & ಪ್ರಚಲಿತ ವಿದ್ಯಮಾನ (Current Affairs) Channel Created : 𝟏𝟓th August 𝟐𝟎𝟐𝟑 https://telega.io/c/kannada_KPSC_quiz
Assessment summary
The channel demonstrates natural activity patterns without signs of artificial boosting, with an even distribution of views (CV 0.22) and a median of around 3.2k per post. However, the feasibility of ad placement is debatable due to the posting pace: at 11.6 posts per day, an ad post is quickly pushed down by new study materials and quizzes. To recoup the investment, an advertiser needs to focus on formats with guaranteed retention at the top of the feed.
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 @kannada_kpsc_quiz assessment dated 2026-08-26 uses 40 recent public posts. At that snapshot the channel had 40,688 subscribers, median post views were 3,232, ERR was 7.9%, 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.
Advertising outlook
Advertising placement: questionable.
Posts are published very frequently, so an advertisement may move down the feed quickly.
Estimated 48-hour reach: 2,515–3,232 views.
Reach of advertising posts
Only 1 advertising posts qualify for the calculation, which is not enough for a median. There are 3 advertising posts in total; the rest are less than two days old.
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 23 to Aug 26. The dashed line is the median (3,232).
- post views
- 12 posts newer than one day and still gaining views
- median 3,232
The sample maximum is 4,746 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.
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.
Monitor this channel
Monitoring reruns the assessment and sends an alert when ERR drops, subscribers change abnormally, or the cleanliness index moves.
Monitor @kannada_kpsc_quizQuestions about @kannada_kpsc_quiz
Are there any signs of artificial boosting on the channel?
No, the channel's risk score is 0 out of 100, and the view dynamics are stable and typical of an organic educational audience.
How many views does a post get?
The median reach of a single post is approximately 3,232 views, with an ERR of about 7.94%.
Why is the feasibility of ad placement considered questionable?
Due to the high posting frequency (nearly 12 messages per day), a publication quickly moves down the feed. Without an agreement on top-feed retention, the post risks not achieving baseline reach.
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.