Fake engagement check for @whrdata

Красивая аналитика | HR | Tech — public reach metrics and manipulation-risk assessment dated 2026-09-14.

Авторский канал Про HRTech продукты, автоматизацию HR процессов, аналитику, данные о людях, опыт пользователей и жизнь вокруг РКН: https://vk.cc/cHknrk за сотрудничеством к @victoria_pi или https://telega.in/c/whrdata/?r=hC2dMj5r HR

100 /100

Grade A+ low manipulation risk cleanliness index
checked 2026-09-14

Subscribers: 18,051
Median views: 1,244
ERR: 6.9%
Posts sampled: 40

Niche Job Listings

Post language Russian

Channel age 6 years

Assessment summary

The channel displays an organic pattern with no signs of artificial inflation, featuring an engaged professional audience in HR and analytics. With a low posting frequency (0.6 posts per day), ads do not get buried in the feed and collect their median 1.2 thousand views over several days. About 29% of deleted posts are explained by clearing temporary announcements and event schedules rather than concealing artificial inflation.

Compared with similar channels

Compared with 8 checked Job Listings channels with no visible signs of manipulation. They are a similar size: 7,848 to 33,664 subscribers.

ERR (reach) lower than 5 of 8

6.9% for @whrdata similar channels median: 8.6%

Reactions per 100 views higher than 4 of 5

1.11 for @whrdata similar channels median: 0.28

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: 2026-09-14
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 @whrdata assessment dated 2026-09-14 uses 40 recent public posts. At that snapshot the channel had 18,051 subscribers, median post views were 1,244, ERR was 6.9%, 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.

Full methodology and interpretation rules

Advertising outlook

Advertising placement: reasonable.

About 622–1,244 people will see your post in the first 48 hours.

Reach of advertising posts

Too few advertising posts to compare: 2.

Without an ad label: 2 posts.

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 11 to Sep 14. The dashed line is the median (1,244).

post views
1 post newer than one day and still gaining views
median 1,244

Maximum: 1,831 views. Data as of Sep 14.

No deviations found in views. Manipulation doesn't always show up in views, so look at the whole index.

Cleanliness-index history

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

Check today: @whrdata

Data from 2026-09-14 — 6 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.

Monitor this channel

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

Monitor @whrdata

Questions about @whrdata

Is it safe to place ads in this channel?

Yes, the deterministic check showed zero risk of artificial inflation: reach is stable, comments are open, and the content is entirely original.

How many views will an ad post get?

Expect a median of 1,200–1,300 views. Due to infrequent posting, the publication remains visible to subscribers for a long time.

Which products are a good fit for this channel?

There is a specialized B2B audience of HR directors, recruiters, and analysts here, so specialized software, professional training, and industry events perform best.

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Check @whrdata