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@businessideas101: statistics and cleanliness index

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Grade A+ metrics look normal cleanliness index
data from 2026-10-14
Subscribers
16,442
Median views
2,822
ERR
17.2%
Posts sampled
40
Niche Business & startups
Post language English
Channel age 4 years

Data from 2026-10-14 — 24 days old.

Assessment summary

An English-language channel featuring business book summaries, AI tool roundups, and business ideas, active for four and a half years. Posts reach a larger share of subscribers than in two-thirds of similar channels in the catalog (ERR 17.2% vs. a median of 9.9%), and median views have barely changed over the month since the last check.

Posts are published about once every five days with no reposts from other channels, so an ad stays visible for a long time; however, there are fewer reactions here than in almost any similar channel (0.32% of views vs. a median of 0.77%), and some messages have been deleted (about 37% of message IDs are missing within the window of the last 65 messages).

About the channel

An English-language channel for aspiring entrepreneurs and those looking for online income ideas or brief summaries of business literature. The feed has been running for four and a half years: 80% of posts are lists and notes in English, while another 18% are photos of book covers and themed cards.

In the catalog, the channel sits alongside @business_todays, @entrepreneursquotes, and @business_tip_101. It trails @business_todays in subscriber count, but posts here reach nearly three times the share of the audience (17.2% vs. 5.8%). Meanwhile, @businessideas101 is noticeably larger than @entrepreneursquotes (which has the same view share of 17.2%) and twice the size of the freelance channel @business_tip_101 (ERR 16.3%).

What it publishes:

  • Business book summaries: lists of 5–15 key takeaways from books by Robert Kiyosaki, Grant Cardone, Howard Marks, and other authors, accompanied by cover photos.
  • Business and freelance ideas: roundups of ways to make money online, low-budget startups for beginners, and trusted marketplaces like Upwork and Fiverr.
  • AI tool and prompt collections: lists of free AI tools for working with text, video, and presentations, as well as ready-made prompts for ChatGPT.
  • Movies about business and finance: lists of feature films and documentaries about Wall Street, corporations, and entrepreneurs, with a brief takeaway for each title.

By subscriber count, the channel ranks in the top third of the "Business & Startups" niche in the catalog. Posts come out mostly in the morning (55%) and afternoon (38%) UTC, more often on weekdays (62%). There are no forwards from other channels in the feed, and ads take up about 2% of the sample—readers can expect an unhurried feed without reposts, where structured lists on business and self-improvement appear every few days.

By subscribers, it ranks #26 of 90 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 53 Business & startups catalog channels whose metrics look normal. They are a similar size: 5,490 to 42,473 subscribers.

ERR (reach) higher than 36 of 53
@businessideas101 17.2%
similar channels median 10%
Reactions per 100 views lower than 46 of 51
@businessideas101 0.32
similar channels median 0.88

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 Mar 20 to Oct 12. The dashed line is the median (2,822).

02.5K4.9KMar 20: 4,169 viewsMar 28: 4,080 viewsMar 28: 3,247 viewsApr 1: 4,081 viewsApr 8: 4,918 viewsApr 12: 4,395 viewsApr 17: 4,373 viewsApr 27: 3,795 viewsMay 5: 3,887 viewsMay 11: 4,032 viewsMay 23: 4,686 viewsMay 23: 2,975 viewsMay 30: 3,634 viewsJun 3: 3,386 viewsJun 7: 3,315 viewsJun 11: 3,183 viewsJun 19: 2,827 viewsJun 23: 2,778 viewsJun 25: 2,700 viewsJun 30: 3,184 viewsJul 3: 3,026 viewsJul 9: 2,701 viewsJul 12: 2,605 viewsJul 16: 2,817 viewsJul 20: 2,190 viewsJul 20: 2,368 viewsJul 26: 1,991 viewsJul 29: 2,305 viewsJul 30: 2,718 viewsJul 30: 2,010 viewsAug 4: 2,364 viewsAug 9: 2,542 viewsAug 9: 2,180 viewsAug 15: 2,508 viewsAug 22: 2,914 viewsSep 7: 2,144 viewsSep 14: 1,845 viewsOct 4: 1,169 viewsOct 4: 951 viewsOct 12: 417 views Mar 20Oct 12
  • post views
  • median 2,822

Maximum: 4,918 views. Data as of Oct 14.

What could not be calculated

View build-up not assessed: there were no posts newer than one day.

Cleanliness-index history

2 checks for this channel.

050100Sep 12: index 100, grade A+Sep 12Oct 14: index 100, grade A+Oct 14

Advertising outlook

Advertising placement: reasonable.

About 1,136–2,272 people will see your post in the first 48 hours.

Reach of advertising posts

Too few advertising posts to compare: 2. 1 more are too fresh.

Without an ad label: 2 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 @businessideas101

What is the purity index of the @businessideas101 channel?

The purity index is 100 out of 100 (grade A+, "metrics are normal" level). The check found no anomalies that would lower the score.

How many subscribers actually read the posts?

Median views are 2,822 out of 16,442 subscribers (ERR 17.16%). This is above the median for similar business channels in the catalog (9.9%), though posts receive very few reactions—0.32% of views.

Is it worth advertising on @businessideas101?

Advertising here is rated as justified. Only 2% of posts in the sample are ads, there are no reposts from other channels, and new content comes out roughly once every five days, meaning a post stays in the visible part of the feed for a long time.

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 @businessideas101 assessment dated 2026-10-14 uses 40 recent public posts. At that snapshot the channel had 16,442 subscribers, median post views were 2,822, ERR was 17.2%, 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/obsessed_with_ai.