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@FreshProductGo: statistics and cleanliness index

Fresh Product Manager

Заметки, продуктовые инсайты, кейсы, обмен экспертизой от Сергея Колоскова. Консультирую по продуктам, процессам,командам,преподаю и провожу воркшопы.Связь @SKoloskov Perfluence Реестр РКН https://clck.ru/3G5nL5

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Grade A+ metrics look normal cleanliness index
data from 2026-10-04
Subscribers
19,985
Median views
1,701
ERR
8.5%
Posts sampled
40
Niche Business & startups
Post language Russian
Channel age 8 years

Data from 2026-10-04 — 4 days old.

Assessment summary

An author's expert blog on product management, IT careers, and the use of AI tools in development.

Posts are published infrequently—about once every two to three days, so posts remain visible for a long time, and ad reach is virtually on par with regular reach (1,696 vs. 1,713 views). The share of reading subscribers remains at the level of similar channels in the catalog, ensuring stable contact with a professional audience.

What grade A+ means

The metrics agree with each other: views and reactions are distributed as usual, and almost no signals lower the index.

Compared with similar channels

Compared with 33 Business & startups catalog channels whose metrics look normal. They are a similar size: 7,647 to 42,472 subscribers.

ERR (reach) lower than 20 of 33
@FreshProductGo 8.5%
similar channels median 9.6%
Reactions per 100 views lower than 21 of 31
@FreshProductGo 0.41
similar channels median 0.62

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 Jun 12 to Oct 4. The dashed line is the median (1,701).

01.4K2.9KJun 12: 1,715 viewsJun 14: 1,859 viewsJun 16: 1,768 viewsJun 18: 1,681 viewsJun 20: 1,495 viewsJun 21: 1,620 viewsJun 23: 1,596 viewsJun 24: 1,550 viewsJun 27: 2,152 viewsJun 30: 1,550 viewsJul 2: 1,700 viewsJul 4: 1,720 viewsJul 6: 1,679 viewsJul 11: 2,577 viewsJul 14: 1,618 viewsJul 16: 2,224 viewsJul 19: 1,692 viewsJul 21: 1,806 viewsJul 22: 1,877 viewsJul 25: 1,977 viewsJul 28: 1,713 viewsJul 28: 1,794 viewsJul 30: 1,876 viewsAug 1: 2,340 viewsAug 4: 1,915 viewsAug 7: 2,170 viewsAug 12: 2,669 viewsAug 20: 2,872 viewsSep 2: 1,752 viewsSep 3: 1,692 viewsSep 5: 1,639 viewsSep 9: 1,373 viewsSep 11: 1,400 viewsSep 14: 1,363 viewsSep 15: 1,274 viewsSep 16: 1,477 viewsSep 18: 1,702 viewsSep 25: 1,230 viewsSep 30: 858 viewsOct 4: 275 views Jun 12Oct 4
  • post views
  • 1 post newer than one day and still gaining views
  • median 1,701

Maximum: 2,872 views. Data as of Oct 4.

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

Cleanliness-index history

3 checks for this channel.

050100Jul 9: index 96, grade A+Jul 9Sep 7: index 50, grade DSep 7Oct 4: index 100, grade A+Oct 4

Advertising outlook

Advertising placement: reasonable.

About 687–1,373 people will see your post in the first 48 hours.

Reach of advertising posts

Advertising posts have a median of 1,696 views versus 1,713 for regular posts — 1% lower.

Based on 12 advertising and 27 regular posts older than two days.

Without an ad label: 6 posts.

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 @FreshProductGo

What are the verification results for the @FreshProductGo channel?

The channel received a purity index of 100 out of 100 with an A+ grade and a "metrics are normal" level. No anomalies or deviations in audience behavior were detected.

What reach do posts and advertising integrations get?

The median views are 1,701 (ERR around 8.51%), which is comparable to similar channels in the catalog. Sponsored posts generate practically the same amount of attention—a median of 1,696 views.

Is advertising in this channel justified?

Yes, placement is considered justified. The channel has been active for over 8 years, views over recent months have been stable, and the ad load is moderate (15% of the total number of posts).

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-10-04
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 @FreshProductGo assessment dated 2026-10-04 uses 40 recent public posts. At that snapshot the channel had 19,985 subscribers, median post views were 1,701, ERR was 8.5%, and the cleanliness index was 100/100.
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.