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Channel

EXPERT ADS

@expertads12

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

1,724subscribers

+403 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of 1,000–3,162.

Register entry

Telegram ID-1003208723134
TypeChannel
Username@expertads12
CreatedBetween 1 October 2025 and 31 January 2026 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded7 August 2026
Last confirmed live9 October 2026
Measurements held15
Confirmed unchanged1 time, most recently 9 October 2026
On Telegramt.me/expertads12

Topic

Hacking & security — 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 79% 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. They sit inside a group of 3 channels that share the same post bodies with each other. 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
@PinikThreshold/11203 Aug 2026, 14:49 UTC@expertads12/1195 · this entry6 Aug 2026, 11:20 UTC1.003 days
Every channel this entry shares post bodies with
ChannelMatching postsText overlapTypical gapPublished first
@PinikThreshold5 (5/5 hand-verifiable sample passed)1.0072 secondsthis entry (3–2)

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. 1 of the 1 matches recorded here fall after that date and carried no header when we read them. The rest predate reliable capture and are not evidence either way.

“Published first” means first in this corpus. We hold 7 comparable posts for this entry, running 5 August 2026 to 7 August 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 3, the earliest publisher we hold is @PinikThreshold. 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 2 other registered channels, 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.

1 more channel is in this same group but not listed individually here.

Growth

1,3211,7241,522.57 August 2026 — 1,321 subscribers8 August 2026 — 1,333 subscribers11 August 2026 — 1,347 subscribers15 August 2026 — 1,372 subscribers18 August 2026 — 1,375 subscribers21 August 2026 — 1,378 subscribers25 August 2026 — 1,401 subscribers27 August 2026 — 1,403 subscribers30 August 2026 — 1,404 subscribers3 September 2026 — 1,411 subscribers8 September 2026 — 1,450 subscribers12 September 2026 — 1,467 subscribers16 September 2026 — 1,492 subscribers2 October 2026 — 1,622 subscribers9 October 2026 — 1,724 subscribers7 August 20269 October 2026
15 measurements spanning 63 days, net +403. 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 1,261–1,784 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
9 Oct 2026, 08:351,724+102
2 Oct 2026, 17:011,622+130
16 Sept 2026, 05:591,492+25
12 Sept 2026, 15:581,467+17
8 Sept 2026, 09:581,450+39
3 Sept 2026, 00:371,411+7
30 Aug 2026, 21:481,404+1
27 Aug 2026, 22:481,403+2
25 Aug 2026, 02:421,401+23
21 Aug 2026, 07:321,378+3
18 Aug 2026, 11:491,375+3
15 Aug 2026, 04:351,372+25
11 Aug 2026, 12:171,347+14
8 Aug 2026, 10:131,333+12
7 Aug 2026, 10:181,321first reading

Engagement

16 posts held, back to 5 August 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 16 posts for this entry, the most recent from 7 August 2026. An engagement rate over an empty window would be a number about nothing.

Reaction mix

21 reactions across 7 posts, in 2 distinct kinds. The most used accounts for 61.9% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
❤1361.9%
🔥838.1%

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 7 of the 16 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 21 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 16 most recent posts we hold, published 5 August 2026 to 7 August 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.

Telegram Stars

Stars received
2
across the posts below
Posts paid on
2
of 16 we hold a reading for · 13%
Most on one post
1
single highest reading

A paid reaction is a reader spending Telegram Stars — bought with money — on a post by @expertads12. Telegram publishes the count on the public post preview alongside ordinary reactions, and this register reads it there. It is the only figure on this site that measures money moving rather than attention.

Stars are not reactions, and the two are never added. They are rendered in the same strip on Telegram and counted in the same shape, but one is a tap and the other is a purchase. The reaction totals and the engagement rate elsewhere on this page exclude every figure in this section, and no rate here is computed against a reaction count.

This is not revenue, and we publish no currency figure. What a Star costs a reader and what it pays a channel are different numbers, Telegram takes a share we cannot observe, and the terms have changed. Converting a Star count into money would be an estimate dressed as a measurement, so the count is where we stop.

Counted over the 16 most recent posts we hold for this entry, published 5 August 2026 to 7 August 2026. Star counts above 1,000 reach us in Telegram’s short form and carry the same three-significant-figure rounding as everything else on this page.

Recent posts

7 Aug 2026, 08:32 UTC8 viewsread 7 August 2026
Photo

Disabal Card Verify Bypass Account Need ✏️ Sudhu Amex Account ⭐️🛍 Apni Account Er Price 2.000 BDT Thke 50.000 BDT Paben ☄️💥 Or 5$ Theke 400$ Price Paben ⭐😍 Payment History Paid Thaka Lagbe Last Transaction ✅ Account sell korte inbox korun 💬💬 💬 If you want to sell your account, inbox me: Telegram: @ARaFaT28

7 Aug 2026, 06:37 UTC36 viewsread 7 August 2026
Photo

🕌✨ জুম্মা মোবারক ✨🕌 পবিত্র জুম্মার এই দিনে মহান আল্লাহ আমাদের সকলের দোয়া কবুল করুন, সকল গুনাহ মাফ করুন এবং আমাদের জীবনকে রহমত, বরকত ও শান্তিতে পরিপূর্ণ করে দিন। 🤲❤️ আল্লাহ আমাদের পরিবার ও প্রিয়জনদের সবসময় সুস্থ ও নিরাপদ রাখুন এবং সকল বিপদ-আপদ থেকে হেফাজত করুন। আমিন। 🤍🌸 🌙 সবাইকে জুম্মা মোবারক! 🕌🤲

Signed 𝗥𝗔𝗦𝗘𝗟 𝗥𝗔𝗡𝗔

7 Aug 2026, 06:24 UTC24 viewsread 7 August 2026
Forwarded from @secretadspro

NUMBER CREATE ID NEED 🦆 NUMBER CREATE ID NEED 🦆 NUMBER CREATE ID NEED 🦆 SELLER INBOX ✔️

Signed Tonmoy Ahammed

7 Aug 2026, 01:57 UTC16 viewsread 7 August 2026

✅ Buy/Sell ডিল নিরাপদ ও বিশ্বস্তভাবে করতে চাইলে আমাদের Expert Deal Box-এ Join করুন। ⚠️ অবশ্যই গ্রুপের ভেতরে শুধুমাত্র Admin-এর মাধ্যমেই Deal সম্পন্ন করবেন। 🤝🔒 https://t.me/+whtboJ9E1y8zYTY1

6 Aug 2026, 15:02 UTC138 views1 reactionsread 7 August 2026

PC CLONE ID NEED PC CLONE ID NEED PC CLONE ID NEED PC CLONE ID NEED 1000xxxxxx @Niloy_59

❤1

Signed Niloy Ahamed

6 Aug 2026, 11:20 UTC158 viewsread 7 August 2026

🚀 Autopay Boost Available 🚀 🚀 Autopay Boost Available 🚀 🚀 Autopay Boost Available 🚀 ✅ যতটুকু Spend হবে, ঠিক ততটুকুরই Payment করতে হবে ✅ Minimum Ad Budget: $100 ✅ Unlimited Boost দরকার হলে Inbox করুন ⚠️ Admin Deal Or Advance Pay 💰 Rate: Inbox

6 Aug 2026, 08:44 UTC175 viewsread 7 August 2026

Review complete back service need Review complete back service need Review complete back service need # High Rate Dibo

Signed 𝗥𝗔𝗦𝗘𝗟 𝗥𝗔𝗡𝗔

6 Aug 2026, 07:35 UTC456 viewsread 7 August 2026

✅ Buy/Sell ডিল নিরাপদ ও বিশ্বস্তভাবে করতে চাইলে আমাদের Expert Deal Box-এ Join করুন। ⚠️ অবশ্যই গ্রুপের ভেতরে শুধুমাত্র Admin-এর মাধ্যমেই Deal সম্পন্ন করবেন। 🤝🔒 https://t.me/+whtboJ9E1y8zYTY1

5 Aug 2026, 14:16 UTC603 views7 reactionsread 7 August 2026
Photo

Alhamdulillah 🤍 3Millon $3,000,000+ Ad Spend Completed! 💸 30 Lakh+ USDT Milestone Achieved. 🚀 More to come, In Sha Allah. ✨ @ARaFaT28

❤6🔥1

5 Aug 2026, 12:35 UTC466 views5 reactions1 Starread 7 August 2026
Photo

Alhamduillah ⭐😍 @ARaFaT28

❤3🔥2

Showing the 12 most recent of 16 posts we hold for @expertads12. 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.

Stars beside a post are paid reactions — Telegram Stars, bought with money and spent on that post. They are a different unit from reactions and are never added to them, here or anywhere else on this page.

Forward network

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.

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 9 October 2026 — this entry's latest reading, not the date you are reading this.

“EXPERT ADS” (@expertads12), 1,724 subscribers as measured 9 October 2026. Telegram Register, tgregister.com/channel/expertads12.

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.