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Channel

Trading Bot 90% Accuracy🚀

@CryptoMarketingAirdrops

On this record: Topic · Observations · Also posting the same content · Growth · Engagement · What this channel posts · Posts · Citations · Handles named that no longer answer · Cite this entry

22,854subscribers

-84 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of 10,000–31,623.

Register entry

Telegram ID-1001906946166
TypeChannel
Username@CryptoMarketingAirdrops
DescriptionThis channel gives the best growth to NFT & Crypto projects. Turn on notifications to be the first to see the announcement🚀 📩 For Business : @PetoMarketing 📢®Note - Please do your own research (DYOR) before joining to any Crypto project.
CreatedBetween 1 March 2023 and 25 August 2023— estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded7 August 2026
Last confirmed live15 August 2026
Measurements held9
Confirmed unchanged1 time, most recently 15 August 2026
On Telegramt.me/CryptoMarketingAirdrops

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 10 August 2026 and assigned it the closest of 31 fixed categories, at 94% 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 (6 of the pairs behind the counts below)
Posted firstThenOverlapGap
@CryptoMarketingAirdrops/53 · this entry25 Aug 2023, 13:55 UTC@Crypto_Marketing_ICO_Airdrops/4225 Aug 2023, 20:34 UTC1.006.7 hours
@CryptoMarketingAirdrops/155 · this entry20 Sept 2023, 18:00 UTC@Crypto_Marketing_ICO_Airdrops/14020 Sept 2023, 18:03 UTC1.003 minutes
@Crypto_Marketing_ICO_Airdrops/15526 Sept 2023, 08:00 UTC@CryptoMarketingAirdrops/171 · this entry26 Sept 2023, 08:01 UTC1.00under a minute
@Crypto_Marketing_ICO_Airdrops/18212 Oct 2023, 12:29 UTC@CryptoMarketingAirdrops/198 · this entry12 Oct 2023, 12:29 UTC1.00under a minute
@Crypto_Marketing_ICO_Airdrops/1973 Nov 2023, 01:26 UTC@CryptoMarketingAirdrops/213 · this entry3 Nov 2023, 01:26 UTC1.00under a minute
@CryptoMarketingAirdrops/216 · this entry19 Nov 2023, 20:17 UTC@Crypto_Marketing_ICO_Airdrops/20019 Nov 2023, 20:21 UTC1.004 minutes
Every channel this entry shares post bodies with
ChannelMatching postsText overlapTypical gapPublished first
@Crypto_Marketing_ICO_Airdrops14 (8/8 hand-verifiable sample passed)1.00under a minutethis entry (122)

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 2 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 16 comparable posts for this entry, running 25 August 2023 to 19 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 @CryptoMarketingAirdrops — which is this entry. That is a statement about our reading window, not a claim of authorship.

Recorded under the key clone_source, 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

22,85422,93822,8967 August 2026 — 22,938 subscribers7 August 2026 — 22,938 subscribers8 August 2026 — 22,929 subscribers9 August 2026 — 22,922 subscribers10 August 2026 — 22,908 subscribers11 August 2026 — 22,905 subscribers12 August 2026 — 22,885 subscribers13 August 2026 — 22,870 subscribers15 August 2026 — 22,854 subscribers7 August 202615 August 2026
9 measurements spanning 8 days, net -84. 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 22,841–22,951 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
15 Aug 2026, 01:2722,854-16
13 Aug 2026, 17:5722,870-15
12 Aug 2026, 15:2422,885-20
11 Aug 2026, 12:5322,905-3
10 Aug 2026, 15:1222,908-14
9 Aug 2026, 18:4222,922-7
8 Aug 2026, 15:2122,929-9
7 Aug 2026, 12:2222,938no change
7 Aug 2026, 11:0222,938first reading

Engagement

20 posts held, back to 25 August 2023the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 22 pagesof 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 19 June 2026. An engagement rate over an empty window would be a number about nothing.

What this channel posts

Photos
20
Links
16

Lifetime counters from Telegram’s own channel header, read 16 August 2026 — not the date at the top of this page, which is when the subscriber count was last read. Below Telegram’s rounding threshold, so these counts are exact.

Recent posts

19 Jun 2026, 15:40 UTC36 viewsread 16 August 2026

Sure Shot Trading Bot – Promo Summary 🚀📈 Tagline: "Sure Shot Trading Bot: Hit Your Targets, Every Time." 🎯✅ Short Pitch: Automated trading bot for stocks, forex & crypto 📊💱. Delivers high-probability signals, 24/7 execution ⏱️, smart risk controls 🛡️, and easy setup. Stop guessing — start profiting 💰. Key Benefits: • Advanced algorithms & real-time alerts 🤖🔔 • Custom risk management (stop-loss, drawdown limits) 📉🚫

27 Dec 2023, 23:24 UTC≈6,140 viewsread 16 August 2026
Photo

Get ready for an interstellar experience at StarBets because we're launching something out of this world – our brand-new in-house game, Plinko! Imagine the classic Plinko but with a cosmic twist. 🌟 How to Play: 1️⃣ Drop your crypto ball into the pyramid. 2️⃣ Watch it navigate through the stars. 3️⃣ Win fabulous prizes based on where it lands! Ready to take your chances and win big? Play Plinko now! Join us at Sta

20 Dec 2023, 03:35 UTC≈6,070 viewsread 16 August 2026
Photo

🚨 Airdrop: CryptoClubs (USDT) 🔥 Prize Pool: 10,000 USDT 🏆 Winners: 1000 Random & Top 25 📅 End Date: 25th December 2023 🚀 Distribution: 1 week after listed on PancakeSwap ℹ️ Airdrop Link: https://t.me/cryptoclubs_airdrop_bot 🔘 Start Telegram Bot 🔘 Join Telegram Channel & Group 🔘 Follow on Twitter 🔘 Complete more tasks 🔘 Submit BEP-20 address 🔹 1000 random winners will get 4 USDT each 🔹 Top 25 referral will get 20 US

18 Dec 2023, 03:13 UTC≈66,100 viewsread 16 August 2026
Photo

Nimbl.tv : The Social Fi Revolution is Here! Join the fastest-growing community in Web3 with 40,000+ registered users and 14,000+ mind-blowing videos! ✨ Experience the most advanced & aesthetic social app - like your fave platform, but on steroids! 6 built-in AI tools for content creation & trading! $NIMBL Dex listing DROPS Monday, Dec 18th at 12 PM UTC! Don't miss out! ⏰⏳ Why you NEED Nimbl.tv in your life: *

24 Nov 2023, 13:50 UTC≈60,800 viewsread 16 August 2026
Photo

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19 Nov 2023, 20:17 UTC≈76,800 viewsread 16 August 2026
Photo

I personally more time called about @monsterra_official - right now $MSTR hard pumping. Don't miss your next 100x gameFi Gem before this bullrun. Where to buy? ✔️Buy links: ➡️Buy on MEXC ➡️Buy on Pancakeswap ✈️ Marketing Contact : @PetoMarketing ✅️

3 Nov 2023, 01:26 UTC≈64,100 viewsread 16 August 2026
Photo

Leetbit: Where Crypto Meets Excitement! Ready for some serious gaming fun with DEPOSIT BONUS 150% + 50 Free Spins? 🤔 The pulse-pounding world of top-notch crypto casino and e-sports glory isn't just calling your name; it's shouting it. Premium games from elite providers are revved up and ready to go. 🌟🎮 🚀Join our loyalty program for a cashback, deposit top ups, freecash and freespins.🚀 Best of all? Dive into the

21 Oct 2023, 15:54 UTC≈74,200 viewsread 16 August 2026
Photo

✔️📌Medusa Fair Launch November 17 Time 19:00 UTC @Pinksale 🔥⚡️Introducing ($MEDUSA) inspired by the Greek mythology brought by the Gorgon Snake. Aid $MEDUSA in expanding her influence throughout the cryptocurrency community. 👑Based & Experienced Team 💎100% Community driven🟢KYC🔵 Audit🔐Liq Lock 365 Days🔥(Contract Renounced)🚀Huge Marketing StrategyⓂ️ CMC/CG Fast Track💰Buybacks❌No Team Tokens‼️No Private Sale🟢Buy/Sell

Showing the 12 most recent of 20 posts we hold for @CryptoMarketingAirdrops. 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.

Mentions

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 15 August 2026 — this entry's latest reading, not the date you are reading this.

“Trading Bot 90% Accuracy🚀” (@CryptoMarketingAirdrops), 22,854 subscribers as measured 15 August 2026. Telegram Register, tgregister.com/channel/CryptoMarketingAirdrops.

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.