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@HustleToMillions: statistics and cleanliness index

Hustle To Millions

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Grade A+ metrics look normal cleanliness index
data from 2026-10-30
Subscribers
18,854
Median views
1,549
ERR
8.2%
Posts sampled
40
Niche Business & startups
Post language English
Channel age 3 years

Data from 2026-10-30 — 8 days old.

Assessment summary

An English-language business channel: short text summaries on Fed and ECB rates, inflation, and macroeconomics, reviews of open-source tools from Hacker News, and remote job openings with listed salary ranges — almost no photos or videos.

Over two months, the subscriber base shrank from 19.9 to 18.9 thousand, and the median views fell from 1931 to 1549. A smaller share of subscribers sees a post than in most similar channels in the catalog (ERR 8.2% vs. 10.4%), and ad posts get 508 views vs. 1763 for regular posts — paid placements are read by about a third of the regular audience.

About the channel

Hustle To Millions is an English-language channel about business and economics: for almost four years it has been publishing short summaries on Fed, ECB, and Reserve Bank of India rates, inflation in the US and UK, and other macro news with source links. Each note is several paragraphs analyzing what it means for loans and business.

In the catalog, it is listed alongside @businessideas101 and @business_todays, which are roughly the same size. A smaller share of subscribers sees a post here than at @businessideas101 (ERR 17.2%), but a larger share than at @business_todays (5.8%).

What it publishes:

  • Macro news: central bank decisions and inflation summaries citing the source — CNBC, BBC, the Fed.
  • Developer tools: reviews of open-source projects from Hacker News — from the VoidAccess darknet graph to a browser-based duck quack synthesizer.
  • Remote job openings: positions with disclosed salary ranges — Senior Backend at DuckDuckGo for 190 thousand dollars, Solutions Engineer at Onebrief for 180–220 thousand.
  • Promos and crypto ads: subscriptions to third-party channels and promises of “300% profit per day” with links.

Posts come out about 1.2 times a day, more often on weekdays and during the day; there are no reposts from other channels. By subscriber count, the channel is in the upper third of the niche. The feed is short text summaries with almost no photos, where overt advertising with links occasionally appears.

By subscribers, it ranks #22 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.

Channel content

⚠️ Mixed content signals

The feed contains paid posts with links to third-party channels and crypto services, and one of them promises “guaranteed 300%+ profit daily” and urges “within 30 minutes” — these are clear scam phrases. News items, meanwhile, are uniform in structure and presentation.

Compared with similar channels

Compared with 47 Business & startups catalog channels whose metrics look normal. They are a similar size: 6,416 to 42,473 subscribers.

ERR (reach) lower than 31 of 47
@HustleToMillions 8.2%
similar channels median 9.7%
Reactions per 100 views lower than 26 of 45
@HustleToMillions 0.63
similar channels median 0.73

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 Sep 25 to Oct 30. The dashed line is the median (1,549).

01.4K2.9KSep 25: 1,972 viewsSep 27: 2,460 viewsSep 28: 1,763 viewsSep 29: 713 viewsSep 29: 2,222 viewsSep 30: 2,059 viewsSep 30: 2,233 viewsOct 1: 2,880 viewsOct 2: 2,638 viewsOct 3: 2,615 viewsOct 4: 2,358 viewsOct 5: 2,022 viewsOct 5: 2,288 viewsOct 6: 978 viewsOct 7: 1,541 viewsOct 7: 508 viewsOct 7: 2,324 viewsOct 8: 1,671 viewsOct 8: 482 viewsOct 10: 1,909 viewsOct 12: 423 viewsOct 14: 2,038 viewsOct 14: 1,926 viewsOct 15: 1,558 viewsOct 17: 1,263 viewsOct 18: 1,911 viewsOct 18: 1,130 viewsOct 20: 1,397 viewsOct 20: 103 viewsOct 21: 1,217 viewsOct 22: 1,094 viewsOct 23: 963 viewsOct 23: 1,378 viewsOct 24: 873 viewsOct 25: 1,780 viewsOct 25: 1,086 viewsOct 26: 1,439 viewsOct 28: 1,053 viewsOct 29: 32 viewsOct 30: 247 views Sep 25Oct 30
  • post views
  • 1 post newer than one day and still gaining views
  • median 1,549

Maximum: 2,880 views. Data as of Oct 30.

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

Cleanliness-index history

4 checks for this channel.

050100Sep 1: index 50, grade DSep 1Sep 28: index 50, grade DSep 28Sep 29: index 96, grade A+Sep 29Oct 30: index 100, grade A+Oct 30

Advertising outlook

Advertising placement: reasonable.

About 158–314 people will see your post in the first 48 hours.

Reach of advertising posts

Advertising posts have a median of 508 views versus 1,763 for regular posts — 71% lower.

Based on 5 advertising and 33 regular posts older than two days.

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 @HustleToMillions

Does @HustleToMillions use fake engagement?

The channel purity index is 100/100, grade A+, level “metrics are normal”: the check found no signals that reduce the index. Measurement specifics include closed comments and gaps of about 13% in message numbers.

How many people actually see a post in the channel?

Median views are 1549 with 18.8 thousand subscribers; that is an ERR of about 8.2%. In most similar channels in the catalog, the share of subscribers who see a post is higher.

Can I advertise here?

Placement is marked as justified. At the same time, ad posts get a median of 508 views vs. 1763 for regular posts — this is worth considering when evaluating the placement price.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-10-30
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 @HustleToMillions assessment dated 2026-10-30 uses 40 recent public posts. At that snapshot the channel had 18,854 subscribers, median post views were 1,549, ERR was 8.2%, 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.