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@Business_Todays: statistics and cleanliness index

Business Todays

📈, Business Insight 👨‍💼, Making your Big Business 📊, Financial Knowledge 🏪, Business Opportunity 🧠, Build your Business Mindset Buy Ads: @PatrickaAds or https://telega.io/c/Business_Todays

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Grade A+ metrics look normal cleanliness index
data from 2026-10-12
Subscribers
19,237
Median views
1,113
ERR
5.8%
Posts sampled
40
Niche Business & startups
Post language English
Channel age 3 years

Data from 2026-10-12 — fresh.

Assessment summary

An English-language channel with motivational infographics and short tips on personal productivity and business, run for almost four years.

Posts are published more than four times a day, and the advertising load is minimal — only 2% of the feed. However, posts are viewed by a smaller share of the audience base than most similar channels in the catalog, so ad reach should be calculated based on the median of 1.1 thousand views, rather than the total subscriber count.

About the channel

An English-language channel about personal productivity and basic financial literacy that has existed for nearly four years. The feed mainly consists of short text lists and infographics with rules on discipline, planning, and earning.

In terms of audience size, the channel surpasses @successgoals and @entrepreneursquotes; however, in percentage terms, a smaller share of subscribers sees a post here than on either of those channels.

What it publishes:

  • Financial literacy: infographics and cards on expense tracking, saving habits, and additional income sources.
  • Self-discipline and productivity: lists of rules for time management, overcoming procrastination, and goal setting.
  • Leadership mindset: short takeaways on psychological mindsets, business etiquette, and overcoming doubt.

More than half of the posts are published in the morning hours (UTC), with a focus on weekdays, and reposts from third-party sources are completely absent. You can expect a few short visual notes daily from the feed, without long articles and with rare advertising.

By subscribers, it ranks #19 of 75 channels in the Business & startups niche of the catalog.

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 48 Business & startups catalog channels whose metrics look normal. They are a similar size: 6,423 to 42,473 subscribers.

ERR (reach) lower than 43 of 48
@Business_Todays 5.8%
similar channels median 9.8%
Reactions per 100 views higher than 26 of 46
@Business_Todays 0.79
similar channels median 0.64

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 Oct 3 to Oct 12. The dashed line is the median (1,113).

06911.4KOct 3: 1,252 viewsOct 3: 1,383 viewsOct 3: 1,342 viewsOct 4: 1,329 viewsOct 4: 1,287 viewsOct 4: 1,315 viewsOct 4: 1,340 viewsOct 5: 1,270 viewsOct 5: 1,224 viewsOct 5: 1,236 viewsOct 5: 1,201 viewsOct 6: 1,238 viewsOct 6: 1,230 viewsOct 6: 1,188 viewsOct 6: 1,140 viewsOct 7: 1,153 viewsOct 7: 1,117 viewsOct 7: 1,191 viewsOct 7: 1,186 viewsOct 8: 1,071 viewsOct 8: 1,109 viewsOct 8: 992 viewsOct 8: 1,140 viewsOct 8: 1,086 viewsOct 9: 1,012 viewsOct 9: 1,018 viewsOct 9: 1,015 viewsOct 9: 968 viewsOct 10: 904 viewsOct 10: 902 viewsOct 10: 891 viewsOct 10: 846 viewsOct 11: 817 viewsOct 11: 772 viewsOct 11: 819 viewsOct 11: 730 viewsOct 12: 521 viewsOct 12: 481 viewsOct 12: 404 viewsOct 12: 193 views Oct 3Oct 12
  • post views
  • 4 posts newer than one day and still gaining views
  • median 1,113

Maximum: 1,383 views. Data as of Oct 12.

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: reasonable.

About 495–783 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 @Business_Todays

Is there fake engagement at @Business_Todays?

The channel's purity index is 100 out of 100 with an A+ grade and a "metrics are normal" level. The view distribution is natural, and no traces of mass post deletions were found in the sample.

What share of subscribers reads the channel's posts?

The median views hover around 1,113 per post, which corresponds to an ERR reach of about 5.8%. The feed is regularly read by a small portion of the audience, which is typical for channels with a long history.

Is placing ads on @Business_Todays justified?

The feasibility of placement is assessed as justified: the feed is not overloaded with third-party integrations (only 2% of the sample). When purchasing, it is important to consider that frequent posting quickly pushes the ad post down.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-10-12
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 @Business_Todays assessment dated 2026-10-12 uses 40 recent public posts. At that snapshot the channel had 19,237 subscribers, median post views were 1,113, ERR was 5.8%, 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.