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Channel

ShortCut Income 24/7h

@shortcutincome24in

On this record: Topic · Observations · Also posting the same content · Growth · Engagement · Reactions · Posts · Citations · Cite this entry

102subscribers

-277 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of Under 1,000.

Register entry

Telegram ID-1002195139941
TypeChannel
Username@shortcutincome24in
CreatedBetween 1 June 2024 and 30 September 2024 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded7 August 2026
Last confirmed live24 September 2026
Measurements held8
Confirmed unchanged1 time, most recently 24 September 2026
On Telegramt.me/shortcutincome24in

Topic

Crypto & trading — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-UD-Q6_K_XL, prompt version 1) read this channel’s own recent posts on 11 August 2026 and assigned it the closest of 31 fixed categories, at 70% confidence. This is a model’s judgement about what the channel is likely to be about, not a fact this register measured the way a subscriber count or a view count is measured — it can be revised on a later pass, and it carries no weight anywhere else on this page. How this classification works, and why it has no browse page of its own yet.

Observations

These are measurements, not verdicts. Each one below states something we counted, alongside the evidence it was counted from, so you can check it rather than take it. None of them is graded: every observation this register holds is recorded at severity 0, because the precision of the detectors behind them has not been measured yet, and a rating we cannot support is worse than none. Read each as a fact about the data, not as a judgement about the channel. How we measure.

Content that also appears on other registered channels

Posts published here appear word for word on 1 other registered channel. The matching is on the text itself, not on Telegram’s forward marker, so it finds a copy whether or not it was labelled as one.

Matching posts — open both and compare (1 of the pairs behind the counts below)
Posted firstThenOverlapGap
@TrueWorker24/278439 Apr 2026, 12:20 UTC@shortcutincome24in/128 · this entry9 Apr 2026, 12:20 UTC1.00under a minute
Every channel this entry shares post bodies with
ChannelMatching postsText overlapTypical gapPublished first
@TrueWorker247 (7/7 hand-verifiable sample passed)1.00under a minutethis entry (5–2)

Text overlap is the Jaccard coefficient over the set of distinct three-word phrases in the two bodies: 1.00 is identical wording, and the threshold for counting a pair at all is 0.70. Candidates are generated by simhash LSH (4 x 16-bit bands, exact Hamming <= 3) verified against the bodies with Jaccard over the SET of distinct 3-word shingles. Published first counts which side of each matching pair carries the earlier timestamp — in this corpus, which is the limitation directly below.

What this cannot establish

MEASURED, DOMINANT ERROR SOURCE: a post ingested before 2026-08-06 may have carried a forward header that was not recorded. A 45-pair hand-check against live t.me pages found 14 (31%) where the live page shows a forward header naming the other channel and the database has none, plus 4 more (9%) naming a third party. The text match itself was wrong 0 times out of 45. Read attribution_capture.items_in_trusted_window before treating the unattributed count as a claim.

Telegram lets a channel forward a post with a header naming the source, and we only began reliably recording that header on 2026-08-06. None of the 1 matches recorded here fall after that date, so for this entry we cannot say whether any of them carried a credit. The duplication is measured; the absence of attribution is not.

“Published first” means first in this corpus. We hold 15 comparable posts for this entry, running 7 February 2026 to 2 June 2026. A channel we have read one page deep will look younger than a neighbour we have read in full, and the order would flip with no change in the underlying facts.

The detector’s own notes on this observation, as it recorded them. Names in this_style are fields of the underlying evidence record, which the plain-English paragraphs above read out for this entry.

  • Verbatim republication has three causes and the text separates only two: a clone/mirror, unattributed copy-paste, or BOTH channels copying a common third source that neither attributes. The spread filter (content held by at most 8 channels) reduces the third and does not remove it.
  • 'Earliest' means earliest IN THIS CORPUS. A channel ingested one page deep will look younger than a neighbour ingested in full; corpus_coverage above is there to be checked before the direction is believed.
  • shared_verified_est extrapolates the sampled pass rate over the full narrow match count; sampled/passed are the numbers actually measured.
  • Absence of a forward header is not proof of intent: Telegram lets a channel disable forward attribution, and a credit written in the body is not parsed as attribution here (mention_edge_either_way above is the closest available signal).

Across the whole group of 2, the earliest publisher we hold is @shortcutincome24in — which is this entry. That is a statement about our reading window, not a claim of authorship.

Recorded under the key clone_mutual, last confirmed 7 August 2026. An observation that a later pass no longer finds is cleared, and a cleared observation is removed from this page rather than being shown struck through — we do not keep publishing a claim we have withdrawn. Dispute an observation.

Also posting the same content

This channel’s posts match, word for word or near enough, posts on 1 other registered channel, found by comparing text fingerprints across every channel on the register. That matching has been checked by hand against the live Telegram pages and found reliable — 0 wrong of 45 pairs re-read.

Which channel, if either, published first is deliberately not shown. The same hand-check found that reading wrong 18 of 45 times — 60%, no better than a coin flip — because it depends on how deep our own crawl happened to reach into each channel’s history, not on when the content was actually first posted. This list is ordered by subscriber count, the same as every other listing on this site, never by which channel we think came first. Word-for-word matching has several ordinary explanations besides copying — a channel mirroring itself, an unattributed repost, or two channels independently repeating the same wire story — and this measurement cannot tell those apart. How this is measured.

Growth

102379240.57 August 2026 — 379 subscribers7 August 2026 — 379 subscribers13 August 2026 — 309 subscribers20 August 2026 — 193 subscribers27 August 2026 — 154 subscribers3 September 2026 — 108 subscribers11 September 2026 — 105 subscribers24 September 2026 — 102 subscribers7 August 202624 September 2026
8 measurements spanning 49 days, net -277. Dots are measurements; the straight line between them is drawn to join them, not to claim we know the path taken in between — snapshots are recorded only when a count changes, so gaps mean “no change observed”, never “interpolated”. The vertical axis spans 60–421 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
24 Sept 2026, 21:19102-3
11 Sept 2026, 18:21105-3
3 Sept 2026, 01:54108-46
27 Aug 2026, 01:55154-39
20 Aug 2026, 08:35193-116
13 Aug 2026, 13:48309-70
7 Aug 2026, 01:32379no change
7 Aug 2026, 01:18379first reading

Engagement

20 posts held, back to 7 February 2026 — the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 1 page of Telegram’s post history, 20 posts per page.

Nothing published in the last 30 days. ERR and ER are rolling 30-day measures, so there is nothing to compute — we hold 20 posts for this entry, the most recent from 2 June 2026. An engagement rate over an empty window would be a number about nothing.

Reaction mix

2,887 reactions across 4 posts, in 9 distinct kinds. The most used accounts for 18.0% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
🔥51918.0%
👍49717.2%
🤩2889.98%
🥰2819.73%
❤2749.49%
💯2669.21%
❤‍🔥2629.08%
😍2558.83%
🎉2458.49%

No sentiment is inferred, and none should be read in. This table is ordered by count and by nothing else. Emoji do not carry stable meaning across languages or communities — 🙏 is thanks in one channel and mourning in another — so we publish which ones were pressed and how often, and pass no judgement on what an audience meant by them.

Precision. Telegram publishes reaction counts per emoji and short-forms each one — 4.34K, 1.2M — so any single kind at or above 1,000 reaches us at three significant figures, and only counts below 1,000 are exact. The shares above are ratios of those figures and carry the same error. This is also why the total here can differ slightly from a reaction total printed elsewhere on the page: both are sums of the same rounded parts, taken over samples with different edges.

Coverage. Reactions were read on 4 of the 20 sampled posts in this sample. Summed by Telegram’s own count on each post — not by adding up the per-emoji breakdown above — those same posts carry 2,887 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 20 most recent posts we hold, published 7 February 2026 to 2 June 2026, using the newest reading held for each. Telegram Stars are excluded: they are a payment, not a reaction, and they have their own section.

Recent posts

2 Jun 2026, 12:19 UTC9 viewsread 7 August 2026
Photo

🔥 Don't Sleep on Xeffy 👀 🇰🇷 Korean project 💰 Raised over $20M 🎁 23% of total token supply allocated to the community 🚀 TGE expected this month (June) How to join : ✅ Open the bot : Link ✅ Connect your X account ✅ Complete available tasks ✅ Check in daily to stack more reward points

13 May 2026, 18:54 UTC≈1,050 views231 reactionsread 7 August 2026
Photo

🚀 Recently started exploring @KoloHub and I really like the direction they’re building toward. Crypto should be more than charts and speculation. Projects focused on real payment utility are the ones that could bring the next wave of adoption 👀 @KoloHub is working on making digital asset spending easier, smoother, and more connected to everyday use. Definitely a project to keep on the radar 🔥 Here’s the simple wa…

👍37🎉27💯27🔥26🤩25🥰25❤23😍23

13 May 2026, 18:34 UTC≈1,690 views438 reactionsread 7 August 2026
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🔥 Web3 payments are getting more interesting day by day, and @KoloHub is definitely one of the projects worth watching right now. The project is focused on making crypto spending feel simple and practical instead of keeping everything limited to trading only 👀 Wallet access, payment utility, smoother transactions this is the kind of real use case that can push crypto toward mainstream adoption 🚀 Looks very promisi…

🔥234👍203🥰1

9 May 2026, 12:19 UTC≈2,070 views831 reactionsread 7 August 2026
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We talk a lot about which crypto card has the best perks. Nobody talks about how much you're actually losing before you even get to the perks. Here's what's quietly happening every time you swipe a crypto card interchange fees eat 70–90% of transaction costs. FX markups at US banks average 3–5%. A common crypto-to-fiat spread runs 0.5–2.5%. That's $25 gone on every $1,000 spent before you see a single cashback point…

🤩104❤‍🔥97🥰96❤93👍92🔥90💯88😍86

3 May 2026, 19:07 UTC≈2,530 views1,387 reactionsread 7 August 2026
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Kolo Ambassador Program Quick Guide Here’s the simple way 👇 Go to : https://ambassadors.kolo.xyz/ Sign up with your details Create posts about Kolo on X/Telegram Stay active and grow your reach Top 25 ambassadors share $15,000 reward pool @KoloHub lets you spend crypto like normal money with a card accepted worldwide 🌍 Simple : join → post → stay active → earn + grow early ✅

🔥169👍165🤩159🥰159❤158💯151❤‍🔥147😍146

10 Apr 2026, 12:45 UTC≈2,870 viewsread 7 August 2026
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🤑🤑CLAIM $1,000 Worth of Rewards — FREE 🔹🔹Register today & receive👇👇 🎁 10,000 NEX Coins instantly and Exclusive early access + future potential 🔹Secure your rewards now: https://m.novaexai.com/register?inviteCode=ZmTBZm You will receive NEX tokens for every referral, and trading will live after 3 months

9 Apr 2026, 12:20 UTC11 viewsread 7 August 2026
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Ofc claim link : fanpass.onefootball.com/airdrop-claim (keep 1$+ base eth in your wallet before claim) CA : 0x752C5a95d202972E124390F30a50154409d3c858

3 Mar 2026, 15:03 UTC≈2,890 viewsread 7 August 2026
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ROKU NFT WL For Top 100 user ✅ https://whitelist.rokutrade.com/?ref=ShetolIslam - Login with Google - Complete Simple Task Top 100 জনকে WL দিবে তবে mint হবে FCFS, Mint করতে পারলে হালকা প্রফিট হয়ে যাবে। তবে এইখানে Top 100 তে থাকতেই হবে। বর্তমানে 10 টা রেফার হইলে Top 100 তে থাকা যাচ্ছে। ৫ তারিখ মিন্ট। 15-20 টা রেফার করলে সহজেই Top 100 তে থাকা যাবে৷ রেফার করা অনেক সহজ, শুধু Google দিয়ে লগিন করে টাস্ক ক্লিক করলেই Auto…

27 Feb 2026, 16:12 UTC≈2,040 viewsread 7 August 2026
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Opensea x Degen Partnership Don't Miss ~ Degen WL ➡️ https://t.me/shortcutincome24in/123 যারা জয়েন করেন নাই,তারাও এখন জয়েন করতে পারবেন MUST complete 5 tasks.📌

Showing the 12 most recent of 20 posts we hold for @shortcutincome24in. View and reaction counts are the latest single reading for each post, not a live figure, and a recent post is still accumulating both. A view count marked ≈ was rounded by Telegram before we ever saw it — t.me prints views in full below 1,000 and to three significant figures above, so ≈1,200,000 means somewhere between 1,150,000 and 1,249,999. Unmarked counts are exact. Text is reproduced from the public post preview and truncated for length.

Forward network

Republished by

Channels on the register that have forwarded this channel's posts into their own feed.

Republishes

Channels on the register whose posts this channel has forwarded.

Built only from forwarded posts we have actually read, on both sides. Coverage is early and deliberately incomplete: a missing link means we have not read the post that would prove it, never that the relationship does not exist. Counts are distinct forwarded posts observed, so they only ever go up as we read more.

Mentions

Named by 1 registered channel — every channel on the register whose own posts have named this one, by its current username or any other username it currently holds, merged from two separately captured readings of the same fact so a namer caught by only one of them is not missed and a namer both caught is not counted twice. A username this channel has since dropped is not matched — that handle may belong to someone else now, and crediting today’s namer to yesterday’s owner would misattribute it.

Named by

Channels on the register whose posts name this channel's handle.

A mention is a weaker signal than a forward and is counted separately for that reason — naming a channel is not republishing it, and a handle in a post body is easy to place deliberately. The post counts beside each row below are distinct posts in which the handle appeared, from posts we have read on both sides — the “Named by N registered channels” figure above is a different count, of distinct NAMING CHANNELS rather than posts, and is not the sum of the rows under it.

Cite this entry

A live page changes as we take new readings, so a citation should name the measurement it is based on, not just the URL. The line below cites the subscriber count as measured 24 September 2026 — this entry's latest reading, not the date you are reading this.

“ShortCut Income 24/7h” (@shortcutincome24in), 102 subscribers as measured 24 September 2026. Telegram Register, tgregister.com/channel/shortcutincome24in.

Full measurement history, CC BY 4.0. Every reading this register holds for this entry, not just the latest one, as a dated, downloadable record: CSV · JSON. Free to use with attribution to tgregister.com. Each file carries its own generation timestamp, which is the figure to cite for exactly when the data was retrieved.