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@cargo_baikal_express: statistics and cleanliness index

Baikal Express (Байкал Экспресс)

ДОСТАВКА ГРУЗОВ ИЗ КИТАЯ 🇨🇳 Перевозим товары из Китая в РФ, Казахстан, Беларусь только по разрешенным схемам и без посредников. Таможенное оформление, свои склады, страхование, представители в Китае, возврат НДС. Для заказа @baikalexpress

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Grade C some metrics deviate cleanliness index
data from 2026-10-14
Subscribers
17,961
Median views
2,249
ERR
12.5%
Posts sampled
40
Niche Business & startups
Post language Russian
Channel age 3 years

Data from 2026-10-14 — fresh.

Assessment summary

A corporate channel of a logistics company about sourcing and shipping cargo from China, featuring case study cards and videos, maintained for over three years. Breakdowns of turnkey deliveries and auto parts shipments perform best here—they get 1.5–1.8 times the median views.

Posts come out about once a day with a natural spread of views, yet discussions show scripted comments with uniform praise for the company and repeated talking points about payment agents. Because of these anomalies in engagement metrics, it is hard to tell in advance what share of the audience will respond to an ad post.

About the channel

A corporate channel by Baikal Express for entrepreneurs and marketplace sellers sourcing goods in China. The feed has been run in Russian for over three years: half of the posts consist of cards and photos, and almost as many are videos.

In the catalog, the channel sits alongside other carriers from China: @chinawaylog, @shipchina_ru, and @cforb_tk. Meanwhile, @cargo_baikal_express is more than twice as large as each of them by subscriber count, and a post here is seen by a larger share of the base than at @chinawaylog (9.1%) and @shipchina_ru (8.5%), though smaller than at @cforb_tk (22.4%).

What it publishes:

  • Shipping case studies: breakdowns of delivered batches with weight, volume, and transit times—from 600 kg of light fixtures from Foshan to truck engines.
  • Customs and paperwork: guides on environmental fees, certification, "Chestny Znak" labeling, and checking product listings on marketplaces.
  • Services and routes: terms for TIR truck delivery to Russia and Central Asia, announcements of industry expos, and updates from warehouses.

Posts are published about once a day, mostly on weekdays during morning and afternoon hours Moscow time. Almost every post includes shortened VK links to request a quote, along with occasional links to Dzen and the MAX messenger; forwards from the "Посты Байкал" channel appear rarely. Readers can expect a regular, practical feed about logistics from China with almost no third-party ads or outside reposts.

By subscribers, it ranks #21 of 78 channels in the Business & startups niche of the catalog.

What to pay attention to

Comments look scriptedscore 85 of 100

  • Five different comments from accounts #1, #3, #5, #11, and #24 repeat the exact same point about "paying the supplier via a payment agent" or "settlements through an agent".
  • Replies from accounts #1, #5, #7, and #24 mention the company name with direct praise for its expertise ("at Baikal Express they know this very well", "No questions about Baikal Express in this regard", "Baikal Express are some of the best logistics providers").
  • Account #3 first asks basic questions about speeding up delivery and shipping complex cargo, but in another comment gives detailed advice on verifying HS codes and processing payments.

What grade C means

Some metrics fall outside usual values — for example reach, view spread or reactions. The “How the assessment was produced” section shows which ones.

Compared with similar channels

Compared with 51 Business & startups catalog channels whose metrics look normal. They are a similar size: 6,156 to 42,473 subscribers.

ERR (reach) higher than 30 of 51
@cargo_baikal_express 12.5%
similar channels median 9.9%
Reactions per 100 views lower than 36 of 49
@cargo_baikal_express 0.38
similar channels median 0.77

This is not a niche norm: only catalog channels are included. A high ERR is not always a plus: if the other metrics do not support it, the index goes down.

Dynamics and anomalies

Views by post

The latest 40 posts with views, from Sep 10 to Oct 14. The dashed line is the median (2,249).

02K4KSep 10: 3,484 viewsSep 11: 4,008 viewsSep 13: 3,453 viewsSep 14: 3,196 viewsSep 15: 3,471 viewsSep 16: 3,184 viewsSep 16: 2,969 viewsSep 17: 3,115 viewsSep 17: 2,639 viewsSep 18: 2,599 viewsSep 19: 2,331 viewsSep 20: 2,313 viewsSep 21: 2,539 viewsSep 22: 2,484 viewsSep 23: 2,432 viewsSep 24: 2,595 viewsSep 25: 2,279 viewsSep 26: 2,308 viewsSep 26: 2,261 viewsSep 28: 2,327 viewsSep 29: 2,237 viewsSep 30: 2,233 viewsOct 1: 2,145 viewsOct 1: 1,860 viewsOct 1: 1,963 viewsOct 2: 1,893 viewsOct 3: 1,873 viewsOct 4: 1,536 viewsOct 4: 1,623 viewsOct 5: 1,677 viewsOct 6: 1,511 viewsOct 6: 1,518 viewsOct 7: 1,398 viewsOct 8: 1,285 viewsOct 8: 1,370 viewsOct 9: 1,300 viewsOct 9: 1,599 viewsOct 12: 1,031 viewsOct 13: 840 viewsOct 14: 461 views Sep 10Oct 14
  • post views
  • 1 post newer than one day and still gaining views
  • median 2,249

Maximum: 4,008 views. Data as of Oct 14.

No deviations in views. Views are only part of the metrics, so look at the whole index.

Cleanliness-index history

The channel's data has been collected once — the chart will appear after the next update.

Advertising outlook

Advertising placement: questionable.

Some of the channel's metrics deviate, so it is hard to say in advance how many people will see an ad.

About 728–745 people will see your post in the first 48 hours.

Reach of advertising posts

Too few advertising posts to compare: 1.

Buy advertising

Telegram ads are sold on these marketplaces — they have channel catalogs, prices, and checkout.

We don't sell ads. This channel may not be listed there.

Where to buy advertising

Affiliate links: we get a commission. It never affects the channel's score.

Questions about @cargo_baikal_express

What is the purity index of the @cargo_baikal_express channel?

The purity index is 55 out of 100 (grade C, "anomalies detected" level). The score is lowered because comments under posts look scripted: replies from different accounts repeat the same talking points and direct praise for the company.

What is the reach of posts in the channel?

The median is 2,249 views across 17,961 subscribers, meaning each post is seen by about 12.52% of the base. Breakdowns of turnkey sourcing and engine delivery case studies perform best—they gather 1.5–1.8 times more views than usual.

Is it worth advertising in this channel?

The viability of placement is rated as questionable. Due to metric anomalies that lowered the purity index to 55 points, it is hard to predict in advance how many people will see an ad.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-10-14
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 @cargo_baikal_express assessment dated 2026-10-14 uses 40 recent public posts. At that snapshot the channel had 17,961 subscribers, median post views were 2,249, ERR was 12.5%, and the cleanliness index was 55/100.
Limitations
This is a probabilistic assessment based on public data: it describes metrics, not the owner's actions, and is not a real-time measurement.

Full methodology and interpretation rules

This automated assessment is probabilistic: it describes the channel's public metrics, not its owner's actions. The index and grade are calculated from public data and are not changed on request. Channel owners can request removal of the page — t.me/TGinspector_ru.