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Channel

LakyForexGT Gold Trading

@LakyForexGTGoldTrading

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

15,866subscribers

-211 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-1001316839246
TypeChannel
Username@LakyForexGTGoldTrading
CreatedBetween 1 March 2018 and 31 July 2021 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded7 August 2026
Last confirmed live12 October 2026
Measurements held37
Confirmed unchanged1 time, most recently 12 October 2026
On Telegramt.me/LakyForexGTGoldTrading

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 100% 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 (5 of the pairs behind the counts below)
Posted firstThenOverlapGap
@statsLFGT/1631 Aug 2026, 18:02 UTC@LakyForexGTGoldTrading/15265 · this entry2 Aug 2026, 14:51 UTC1.0021 hours
@LakyForexGTGoldTrading/15274 · this entry5 Aug 2026, 09:58 UTC@statsLFGT/1645 Aug 2026, 10:00 UTC1.002 minutes
@LakyForexGTGoldTrading/15275 · this entry5 Aug 2026, 09:58 UTC@statsLFGT/1655 Aug 2026, 10:00 UTC1.002 minutes
@LakyForexGTGoldTrading/15276 · this entry5 Aug 2026, 09:59 UTC@statsLFGT/1665 Aug 2026, 10:00 UTC1.002 minutes
@LakyForexGTGoldTrading/15277 · this entry5 Aug 2026, 09:59 UTC@statsLFGT/1675 Aug 2026, 10:01 UTC1.002 minutes
Every channel this entry shares post bodies with
ChannelMatching postsText overlapTypical gapPublished first
@statsLFGT5 (5/5 hand-verifiable sample passed)1.002 minutesthis entry (4–1)

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 14 comparable posts for this entry, running 29 July 2026 to 5 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 2, the earliest publisher we hold is @statsLFGT. 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

15,68416,27215,9787 August 2026 — 16,077 subscribers7 August 2026 — 16,067 subscribers8 August 2026 — 16,055 subscribers9 August 2026 — 16,076 subscribers10 August 2026 — 16,106 subscribers11 August 2026 — 16,165 subscribers12 August 2026 — 16,249 subscribers13 August 2026 — 16,272 subscribers14 August 2026 — 16,250 subscribers16 August 2026 — 16,214 subscribers17 August 2026 — 16,188 subscribers18 August 2026 — 16,162 subscribers19 August 2026 — 16,145 subscribers20 August 2026 — 16,121 subscribers21 August 2026 — 16,101 subscribers22 August 2026 — 16,079 subscribers24 August 2026 — 16,059 subscribers25 August 2026 — 16,039 subscribers26 August 2026 — 16,020 subscribers27 August 2026 — 16,011 subscribers28 August 2026 — 16,001 subscribers29 August 2026 — 15,991 subscribers30 August 2026 — 15,981 subscribers31 August 2026 — 15,964 subscribers1 September 2026 — 15,942 subscribers2 September 2026 — 15,932 subscribers4 September 2026 — 15,915 subscribers6 September 2026 — 15,893 subscribers9 September 2026 — 15,927 subscribers12 September 2026 — 15,954 subscribers13 September 2026 — 15,977 subscribers15 September 2026 — 15,988 subscribers17 September 2026 — 15,998 subscribers25 September 2026 — 15,863 subscribers3 October 2026 — 15,722 subscribers8 October 2026 — 15,684 subscribers12 October 2026 — 15,866 subscribers15,8667 August 202612 October 2026
37 measurements spanning 67 days, net -211. 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 15,596–16,360 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 37
Measured (UTC)SubscribersChange
12 Oct 2026, 18:2715,866+182
8 Oct 2026, 02:3815,684-38
3 Oct 2026, 16:2115,722-141
25 Sept 2026, 00:2115,863-135
17 Sept 2026, 06:1915,998+10
15 Sept 2026, 06:3815,988+11
13 Sept 2026, 17:4215,977+23
12 Sept 2026, 02:1715,954+27
9 Sept 2026, 17:3715,927+34
6 Sept 2026, 09:5715,893-22
4 Sept 2026, 03:1815,915-17
2 Sept 2026, 17:5515,932-10
1 Sept 2026, 17:1315,942-22
31 Aug 2026, 16:2915,964-17
30 Aug 2026, 15:4415,981-10
29 Aug 2026, 13:5715,991-10
28 Aug 2026, 15:5216,001-10
27 Aug 2026, 16:1316,011-9
26 Aug 2026, 17:0616,020-19
25 Aug 2026, 14:2416,039first reading

Engagement

26 posts held, back to 29 July 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 15 pages 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 26 posts for this entry, the most recent from 11 August 2026. An engagement rate over an empty window would be a number about nothing.

Reaction mix

1,656 reactions across 26 posts, in 5 distinct kinds. The most used accounts for 29.3% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
❤48529.3%
🔥32619.7%
😍29117.6%
🥰28517.2%
👍26916.2%

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 26 of the 26 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 1,656 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 26 most recent posts we hold, published 29 July 2026 to 11 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.

Recent posts

11 Aug 2026, 17:46 UTC869 views10 reactionsread 11 August 2026
Photo

Výsledky 11th August vo VIP skupinách 🥳🔥 •Buy XAUUSD +30pips TP1 ✅ •Buy XAUUSD +48pips TP1 ✅ •Buy XAUUSD +90pips TP2 ✅ •Buy BTCUSD +20pips TP1 ✅ •Sell GBPNZD +18pips TP1 ✅ •Sell GBPNZD +23pips TP2 ✅ Zisk: 229 pips 👨‍💻💎 4 WINS ✅✅✅ 0 LOSS ❌ 0 RUNNING 📈

🔥10

11 Aug 2026, 08:41 UTC≈1,640 views45 reactionsread 11 August 2026
Photo

Dnes máme od rána perfektný drive rodina 🤑📈🔥 BUY XAUUSD +48 pips TP1 ✅ BUY XAUUSD +90 pips TP2 ✅ 🚀

❤19🔥19👍3😍3🥰1

11 Aug 2026, 07:04 UTC438 views45 reactionsread 11 August 2026
Photo

Photo, posted without a caption

❤20🔥16👍3🥰3😍3

11 Aug 2026, 07:03 UTC≈1,550 views48 reactionsread 11 August 2026
Photo

XAUUSD pekne rešpektoval analýzu 📊 V skupine sme sledovali kľúčové úrovne na zlate a trh následne doručil silný pohyb podľa scenára. Pohyb: +600 pips Členovia zároveň zdieľali vlastné výsledky z trhu, čo pekne ukazuje, že pri obchodovaní je dôležitý plán, disciplína a správne riadenie rizika. Toto nie je o naháňaní rýchlych ziskov, ale o práci so scenármi a reakcii na trh.

❤21🔥10😍7🥰6👍4

10 Aug 2026, 13:13 UTC≈1,760 views75 reactionsread 11 August 2026
Photo

Dnešný progres 🥳🔥 •Buy XAUUSD -40pips SL ❌ •Buy XAUUSD +30pips TP1 ✅ •Buy XAUUSD +90pips TP2 ✅ •Buy XAUUSD +30pips TP1 ✅ •Buy XAUUSD +40pips TP1 ✅ Zisk: 150 pips 👨‍💻💎 4 WINS ✅✅✅ 1 LOSS ❌ 0 RUNNING 📈

❤27🔥15👍13🥰11😍9

10 Aug 2026, 11:31 UTC≈1,620 views42 reactionsread 11 August 2026
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KRÁSNY OBCHOD! 🤑📈🔥 SELL XAUUSD +30 pips TP1 ✅ SELL XAUUSD +90 pips TP2 ✅

❤20😍8🥰7🔥4👍3

8 Aug 2026, 17:36 UTC≈2,260 views80 reactionsread 11 August 2026
Photo

➡️💸 VÝSLEDKY PREMIUM LFGT ZA TÝŽDEŇ- 3.8.-7.8.2026 Pondelok 3.8. •Buy USOIL -40pips SL ❌ •Buy XAUUSD +20pips TP1 ✅ •Sell XAUUSD +50pips TP1 ✅ •Sell XAUUSD +100pips TP2 ✅ •Buy XAUUSD +40pips TP1 ✅ •Buy XAUUSD +80pips TP2 ✅ Utorok 4.8. •Buy XAUUSD -80pips SL ❌ •BUY XAUUSD +60pips TP1 ✅ •BUY XAUUSD +100pips TP2 ✅ •Sell XAUUSD -90pips SL ❌ •Sell GBPJPY +18pips TP1 ✅ •Sell GBPJPY…

🥰18👍17🔥17❤16😍12

6 Aug 2026, 09:30 UTC≈1,910 views62 reactionsread 11 August 2026
Photo

Výsledky majú zmysel, keď si za ne môžete splniť svoje sny. ✨ Gratulujeme ku kúpe nového bicykla.🚴

❤26👍12😍9🥰8🔥7

5 Aug 2026, 09:59 UTC≈2,180 views58 reactionsread 11 August 2026

•BUY XAUUSD TP1 ✔️+50pips •BUY XAUUSD TP2 ✔️ +70pips •BUY NAS100 TP2 ✔️ +100pips •BUY XAUUSD SL ✔️ -70pips •SELL XAUUSD TP1 ✔️+45pips •SELL XAUUSD TP2 ✔️+75pips •SELL XAUUSD TP3 ✔️+170pips •BUY NAS100 TP1 ✔️+60pips •BUY US100Cash SL❌-140pips •Sell GBPJPY TP1 ✔️+28pips •Sell GBPJPY TP2 ✔️+68pips •Sell EURUSD SL ❌ -73pips •Sell NAS100 TP1 ✔️ +40pips •Sell NAS100 SL ❌ -1…

❤16🔥12😍12🥰11👍7

5 Aug 2026, 09:59 UTC≈2,100 views79 reactionsread 11 August 2026

•BUY NAS100 TP1 ✔️+50pips •BUY NAS100 TP2 ✔️+125pips •SELL XAUUSD TP1 ✔️+50pips •SELL XAUUSD TP1 ✔️+20pips •Sell EURUSD TP1 ✔️+18pips •Sell EURUSD TP2 ✔️+20pips •BUY XAUUSD TP1 ✔️+50pips •SELL XAUUSD SL ❌-60pips •Sell GBPUSD TP1 ✔️ +18pips •Sell GBPUSD TP2 ✔️ +20pips •Sell GBPJPY TP1 ✔️ +56pips •BUY NAS100 TP1 ✔️ +30pips •BUY NAS100 TP2 ✔️+70pips •BUY XAUUSD TP1 ✔️+50pips •BUY XAUUSD TP2✔️+80pips •Sell…

🔥20😍18🥰17❤12👍12

5 Aug 2026, 09:58 UTC≈2,080 views101 reactionsread 11 August 2026

•Sell XAUUSD TP1 ✔️ +30pips •Sell XAUUSD SL ❌-40pips •Sell AUDNZD TP1✔️+28pips •Sell AUDNZD TP2✔️+32pips •Sell XAUUSD SL ❌ -60pips •Sell XAUUSD TP1 ✔️ +40pips •Sell XAUUSD TP2 ✔️ +70pips •Sell NAS100 TP1 ✔️ +52pips •Sell XAUUSD SL ❌ -70pips •Sell XAUUSD TP1 ✔️ +40pips •Sell XAUUSD TP2✔️+140pips •Sell NAS100 TP1 ✔️+50pips •Sell NAS100 TP2 ✔️ +90pips •Sell NAS100 TP3 ✔️+200pips •BUY NAS100 TP1 ✔️ 50pi…

😍26🔥23👍22❤15🥰15

5 Aug 2026, 09:58 UTC≈2,150 views87 reactionsread 11 August 2026
Photo

➡️💸 VÝSLEDKY PREMIUM LFGT ZA MESIAC JÚL 2026 •BUY XAUUSD TP1 ✔️ +50pips •BUY XAUUSD TP2 ✔️ +90pips •BUY XAUUSD TP3 ✔️ +190pips •Sell XAUUSD TP1 ✔️ +50pips •Sell XAUUSD TP2 ✔️ +95pips •Sell XAUUSD TP3 ✔️ +130pips •BUY XAUUSD TP1 ✔️ +40pips •Sell XAUUSD TP1 ✔️ +25pips •Sell XAUUSD TP1 ✔️ +50pips •BUY XAUUSD TP1 ✔️ +50pips •BUY XAUUSD TP2 ✔️+100pips •Buy AUDUSD TP1 ✔️+40pips •Buy XAUUSD TP1 ✔️ +50pips •BUY XAUUSD SL ❌ …

🥰25👍18😍17🔥16❤11

Showing the 12 most recent of 26 posts we hold for @LakyForexGTGoldTrading. 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.

Posts edited after publishing

@LakyForexGTGoldTrading edited 1 post after it first published — the same permalink now carries different wording than the one this register originally read, caught because our own crawl held a copy of the earlier text.

An edit is not deception. Typo fixes, price updates and corrections look exactly like this too — this register can tell you the wording changed and when, not why. How this is measured.

First edit seen
10 August 2026
Most recent edit
10 August 2026

Forward network

Republished by

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

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.

Names

Channels on the register whose handles appear in this channel's posts.

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

“LakyForexGT Gold Trading” (@LakyForexGTGoldTrading), 15,866 subscribers as measured 12 October 2026. Telegram Register, tgregister.com/channel/LakyForexGTGoldTrading.

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.