Fake engagement check for @adsgram_ai
AdsGram — public reach metrics and manipulation-risk assessment dated 2026-08-25.
Official channel of the AdsGram project, a Telegram native advertising system. Website: https://adsgram.ai If you are a game publisher and want to start monetizing your game or want to purchase traffic, please read our docs: https://docs.adsgram.ai
Assessment summary
The channel is an official resource of an advertising platform, where the low reach of about 2.6% and disabled comments are explained by the specifics of a corporate blog with an audience burned out after promotional campaigns. Deterministic analysis revealed no signs of anomalous view inflation (CV 0.33), but for an advertiser, placement is questionable due to low return from the overall subscriber base. With a median of 18,000 views for nearly 700,000 readers, paying for placement makes sense only based on the actual reach of a narrow, specialized audience.
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 @adsgram_ai assessment dated 2026-08-25 uses 40 recent public posts. At that snapshot the channel had 696,042 subscribers, median post views were 17,985, ERR was 2.6%, and the cleanliness index was 76/100.
- 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: not recommended.
A small share of subscribers sees each post, limiting likely advertising reach.
Estimated 48-hour reach: 8,993–17,986 views.
Reach of advertising posts
No advertising posts were found among the latest 40 posts, so there is nothing to compare.
What grade B means
The channel is generally clean, with a few weak warning signals. Run a fresh check before a large advertising purchase.
What to pay attention to
Low reach: ERR ≈ 2.6%
View-based engagement is below the norm for a channel of this size. This may be explained by the niche and a passive audience, but it is worth checking.
Dynamics and anomalies
Views by post
The latest 40 posts with views, from Jan 29 to Aug 24. The dashed line is the median (17,985).
- post views
- median 17,985
The sample maximum is 34,933 views. Snapshot dated Aug 25; the axis is not clipped, so spikes remain visible.
What scoring found in the view pattern
Low reach: ERR ≈ 2.6%
View-based engagement is below the norm for a channel of this size. This may be explained by the niche and a passive audience, but it is worth checking.
What could not be calculated
View maturation was not assessed: at the time of the check, the channel had no posts newer than one day to compare with older posts.
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 2026-08-25. 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 @adsgram_aiQuestions about @adsgram_ai
Are there signs of audience inflation on the channel?
The channel's risk score is in the green zone (24 out of 100), and view dynamics are stable. Low engagement is related to the passivity of the old subscriber base rather than bot traffic.
Why do only a small fraction of subscribers read the posts?
The median reach is about 18,000 views (ERR 2.58%) with 696,000 subscribers. This is typical for official project channels, where most users subscribed for bonuses or platform news and stopped following the feed over time.
Is buying direct advertising on this channel justified?
The feasibility of placement is considered questionable due to the low percentage of active readers. Placement might only be appealing for B2B offers in advertising and Telegram Mini Apps, provided the pricing is based on actual views rather than the total subscriber count.
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78 · B
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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.