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@officialteamvoice: statistics and cleanliness index

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Grade C some metrics deviate cleanliness index
data from 2026-11-02
Subscribers
3,620
Median views
19
ERR
0.5%
Posts sampled
40
Niche Offers & Promotions
Post language English
Channel age 4 years

Data from 2026-11-02 — 5 days old.

Assessment summary

The feed is almost entirely discounts and loot offers: product cards and roundups from Flipkart, AJIO, Myntra and Amazon, every price carries an affiliate link, posts are an image with a short caption in English with bits of Hinglish. The channel has been running for 4 years 6 months at 22.7 posts a day, so an ad leaves the visible part of the feed in about an hour.

A median post gets 19 views with 3 620 subscribers: ERR 0.5%, lower than most similar channels in the catalog. So only a small part of the base will see an ad here, and placement is marked as questionable for exactly that reason.

About the channel

A channel about discounts and loot offers for shoppers in India: product cards and roundups from Flipkart, AJIO, Myntra and Amazon, with affiliate links attached to prices. Posts are almost always an image with a short caption, texts in English with bits of Hinglish. The channel has been running for 4 years 6 months.

In the catalog it sits next to other channels with discounts. @lootdealsk_alibaba_dc_dealdost is noticeably larger in subscriber count, but a smaller share of subscribers sees a post there than here. @bestendeals is close in size, and the share of those seeing a post is higher there. @foketcashbcak has fewer subscribers, but the share of those seeing a post is several times higher.

What it publishes:

  • Marketplace discounts: Flipkart roundups — Nike and Puma sneakers, furniture for Diwali, smartphones at reduced prices.
  • Clothing and footwear: AJIO and Myntra sales on brand jeans, T-shirts and sneakers.
  • Cashback and coupons: posts like "₹250 off + ₹250 cashback" with payment by bank card.
  • Home and care products: ghee, shower gels, an air fryer, a massage gun.

Posts come out mostly in the morning and afternoon, 60% of publications fall on weekends. There are no forwards from other channels in the sample. The feed is roughly a post an hour, short captions with a price and a link, no long texts.

By subscribers, it ranks #26 of 32 channels in the Offers & Promotions niche of the catalog.

What to pay attention to

Very low reach: ERR ≈ 0.5% with 3 620 subscribers

Median views are a fraction of a percent of the subscriber count: a tiny part of the audience sees a post. Subscribers are there, views almost are not.

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

Almost every post is a product offer with an affiliate link through a shortener to Flipkart, AJIO, Myntra or Amazon; some posts add urgency («offer only until midnight»).

Compared with similar channels

Compared with 18 Offers & Promotions catalog channels whose metrics look normal. They are a similar size: 1,296 to 10,351 subscribers.

ERR (reach) lower than 18 of 18
@officialteamvoice 0.5%
similar channels median 21.9%

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 Oct 31 to Nov 2. The dashed line is the median (19).

01734Oct 31: 19 viewsOct 31: 13 viewsOct 31: 13 viewsOct 31: 13 viewsOct 31: 19 viewsOct 31: 19 viewsOct 31: 21 viewsOct 31: 21 viewsOct 31: 24 viewsOct 31: 24 viewsOct 31: 30 viewsNov 1: 26 viewsNov 1: 29 viewsNov 1: 24 viewsNov 1: 20 viewsNov 1: 27 viewsNov 1: 28 viewsNov 1: 28 viewsNov 1: 26 viewsNov 1: 28 viewsNov 1: 30 viewsNov 1: 34 viewsNov 1: 32 viewsNov 1: 34 viewsNov 2: 16 viewsNov 2: 15 viewsNov 2: 16 viewsNov 2: 15 viewsNov 2: 18 viewsNov 2: 20 viewsNov 2: 19 viewsNov 2: 15 viewsNov 2: 9 viewsNov 2: 8 viewsNov 2: 6 viewsNov 2: 6 viewsNov 2: 7 viewsNov 2: 8 viewsNov 2: 3 viewsNov 2: 3 views Oct 31Nov 2
  • post views
  • 24 posts newer than one day and still gaining views
  • median 19

Maximum: 34 views. Data as of Nov 2.

What scoring found in the view pattern

Very low reach: ERR ≈ 0.5% with 3 620 subscribers

Median views are a fraction of a percent of the subscriber count: a tiny part of the audience sees a post. Subscribers are there, views almost are not.

What could not be calculated

View build-up not assessed: the channel posts often, and every post is newer than a week.

Cleanliness-index history

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

Advertising outlook

Advertising placement: not recommended.

Only a small share of subscribers sees the posts.

About 13–26 people will see your post in the first 48 hours.

Reach of advertising posts

Too few advertising posts to compare: 0. 40 more are too fresh.

Without an ad label: 40 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 @officialteamvoice

What does the cleanliness index of 55 out of 100 show?

Grade C, level «there are deviations». The index was pulled down by the finding about very low reach: a post is seen by a fraction of a percent of the subscriber count.

What share of subscribers does one post actually reach?

The median is 19 views with 3 620 subscribers, ERR around 0.5%. That is lower than most similar channels in the catalog.

Can you place ads here?

According to the check, placement is marked as questionable: the reason is reach, only a small share of subscribers sees posts. There are too few ad posts in the sample to compare their reach with regular ones.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-11-02
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 @officialteamvoice assessment dated 2026-11-02 uses 40 recent public posts. At that snapshot the channel had 3,620 subscribers, median post views were 19, ERR was 0.5%, 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/obsessed_with_ai.