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@mama3ex: statistics and cleanliness index

Многодетная мама

Я многодетная мама Алла, у меня 2 сыночка и лапочка дочка 👦🏼👦🏼👧🏼, а еще воспитываю чихуахуа🐕🐕 Партнёрские программы ePN Сотрудничество @Albina_smm1 По Perfluence писать👇 https://clck.ru/3Q8dqx 105f0a84-dac6-47a2-9855-45bc8f77108d

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Grade C some metrics deviate cleanliness index
data from 2026-11-04
Subscribers
12,029
Median views
13,720
ERR
114.1%
Posts sampled
40
Niche Kids & Parenting
Post language Russian
Channel age 3 years

Data from 2026-11-04 — 3 days old.

Assessment summary

Diary of a mother of many children: air fryer recipes, building a country house, Chihuahuas, workouts and trips — mostly short videos and photos with captions; the channel is more than three years old.

ERR 114% is higher than for any channel in the group of similar channels (median 19.3%), but views are almost identical across all posts, and about 34% of the latest message numbers in the feed are missing. Advertising posts get 6% more views than regular ones, while a new post appears about once every five days. It is hard to say in advance how many people will see the ad — the even reach and gaps in numbering play a role.

About the channel

Channel about the life of a mother of many children: air fryer recipes, building a country house, Chihuahuas Airi and Radi, workouts and trips with children. It has been run for more than three years, posts are in Russian, and the feed consists mostly of short videos and photos with captions.

In the catalog, other mothers' channels are listed next to it: @mama_nastenka, @anechka_ahmatova and @curly_mum. By subscriber count, this channel is smaller than each of them, but its share of subscribers who see a post is higher than for @anechka_ahmatova and higher than for @curly_mum.

What it publishes:

  • Recipes: meat patties, mini zucchini casseroles, two pies at once — often with a Demiand air fryer.
  • Pets: stories about the Chihuahuas and their 'third pet' — a plush monkey.
  • Construction and dacha: reports on building a house, a greenhouse, a harvest of watermelons and peppers.
  • Family and sports: a handstand, the son's medals at competitions, a vacation at the sea.

Posts appear mostly during the day and in the evening, more often on weekdays than on weekends; one source has been noticed in the channel's forwards. By subscriber count, it is in the bottom third of the 'Children and Parenting' niche. They post rarely — about once every five days — and about a fifth of the posts in the sample are advertising.

By subscribers, it ranks #7 of 10 channels in the Kids & Parenting niche of the catalog.

What to pay attention to

Increased reach: ERR ≈ 114%

On a large channel, views are close to or above the number of subscribers. This may be normal for viral content, but deserves attention.

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.

Channel content

📣 Heavy advertising load

Most of the feed is native integrations: the Demiand air fryer in recipes, ads for mobile communications, dog food, dietary supplements, dragees and marketplace promo codes; some posts are marked 'ad'.

Compared with similar channels

Compared with 6 Kids & Parenting catalog channels whose metrics look normal. There are too few channels of a similar size, so the whole niche is used: 584 to 220,655 subscribers.

ERR (reach) higher than 6 of 6
@mama3ex 114.1%
similar channels median 19.3%
Reactions per 100 views at the median
@mama3ex 2.73
similar channels median 2.49

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

Scroll horizontally to see the full charts.

Views by post

The latest 40 posts with views, from May 12 to Nov 3. The dashed line is the median (13,720).

08.2K16KMay 12: 15,993 viewsMay 16: 16,161 viewsMay 21: 12,719 viewsMay 24: 12,850 viewsMay 25: 14,014 viewsMay 31: 16,313 viewsJun 3: 12,092 viewsJun 3: 11,613 viewsJun 13: 14,844 viewsJun 17: 14,089 viewsJun 19: 13,772 viewsJun 23: 14,843 viewsJun 27: 15,365 viewsJun 28: 12,982 viewsJul 5: 12,788 viewsJul 5: 13,096 viewsJul 13: 12,780 viewsJul 22: 15,520 viewsJul 30: 15,006 viewsAug 2: 13,108 viewsAug 17: 13,980 viewsAug 18: 13,995 viewsAug 20: 14,873 viewsAug 21: 14,861 viewsAug 27: 14,988 viewsAug 28: 13,669 viewsSep 1: 15,017 viewsSep 8: 12,889 viewsSep 17: 13,002 viewsSep 23: 12,744 viewsSep 23: 12,890 viewsOct 7: 13,254 viewsOct 8: 15,036 viewsOct 9: 13,195 viewsOct 21: 14,855 viewsOct 21: 9,318 viewsOct 23: 12,233 viewsOct 23: 11,973 viewsOct 25: 14,929 viewsNov 3: 10,262 views May 12Nov 3
  • post views
  • 1 post newer than one day and still gaining views
  • median 13,720

Maximum: 16,313 views. Data as of Nov 4.

What scoring found in the view pattern

Increased reach: ERR ≈ 114%

On a large channel, views are close to or above the number of subscribers. This may be normal for viral content, but deserves attention.

Views are more even than usual (CV ≈ 0.11)

The spread of views between posts is lower than channels usually have (0.15–0.6): posts collect almost the same number of views.

Cleanliness-index history

3 checks for this channel.

050100Sep 9: index 45, grade DSep 9Oct 4: index 55, grade COct 4Nov 4: index 65, grade CNov 4

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 10,262 people will see your post in the first 48 hours.

Reach of advertising posts

Advertising posts have a median of 13,995 views versus 13,151 for regular posts — 6% higher.

Based on 25 advertising and 14 regular posts older than two days.

Without an ad label: 18 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 @mama3ex

What does the purity index of 65 out of 100 mean?

This is grade C, the level 'there are deviations'. The metrics show that views are almost the same across all posts, some messages have been deleted, and discussions involve few different authors.

What is the channel's post reach?

The median views are about 13.7 thousand with 12 thousand subscribers, ERR about 114%. This is higher than for channels in the group of similar channels, where the median is 19.3%.

Can I advertise here?

Placement is marked as questionable: due to deviations in the metrics, it is hard to say in advance how many people will see the ad. At the same time, advertising posts get about the same views as regular ones.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-11-04
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 @mama3ex assessment dated 2026-11-04 uses 40 recent public posts. At that snapshot the channel had 12,029 subscribers, median post views were 13,720, ERR was 114.1%, and the cleanliness index was 65/100.
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/obsessed_with_ai.