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Channel

改善 𝑠ℎ𝑜𝑝

@kaizenshopx

On this record: Observations · Channels linked by matching posts · Growth · Engagement · What this channel posts · Posts · Citations · Cite this entry

3,030subscribers

+0 since we began measuring on 12 November 2026

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

Register entry

Telegram ID-1002262517849
TypeChannel
Username@kaizenshopx
Descriptionچنل رضایت: @kaizentrust چنل بله: @kaizenshopx 📦 to order: @dxayun ‌‌‌‌‌
CreatedBetween 1 September 2024 and 31 March 2025 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded12 November 2026
Last confirmed live12 November 2026
Measurements held2
On Telegramt.me/kaizenshopx

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 in near-verbatim form on 2 other registered channels. This entry also sits inside a group of 3 channels linked by matching posts, directly or through other channels in the group; two members of the group may share no posts 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 (6 of the pairs behind the counts below)
Posted firstThenOverlapGap
@prime_dark_fantasy/1117911 Nov 2026, 19:30 UTC@kaizenshopx/4591 · this entry12 Nov 2026, 09:55 UTC1.0014 hours
@prime_dark_fantasy/1118011 Nov 2026, 19:35 UTC@kaizenshopx/4592 · this entry12 Nov 2026, 09:55 UTC1.0014 hours
@prime_dark_fantasy/1118111 Nov 2026, 19:40 UTC@kaizenshopx/4593 · this entry12 Nov 2026, 09:55 UTC1.0014 hours
@prime_dark_fantasy/1118211 Nov 2026, 19:45 UTC@kaizenshopx/4594 · this entry12 Nov 2026, 09:55 UTC1.0014 hours
@prime_dark_fantasy/1118311 Nov 2026, 19:50 UTC@kaizenshopx/4595 · this entry12 Nov 2026, 09:55 UTC1.0014 hours
@iris01official/1906811 Nov 2026, 19:40 UTC@kaizenshopx/4595 · this entry12 Nov 2026, 09:55 UTC1.0014 hours
Channels this entry shares post bodies with, where at least one matching post pair has no forward credit between the two channels, or to a common source, recorded in our data
ChannelMatching postsText overlapTypical gapPublished first
@prime_dark_fantasy5 (5/5 hand-verifiable sample passed)1.0014 hours@prime_dark_fantasy (5–0)
@iris01official5 (5/5 hand-verifiable sample passed)1.0014 hours@iris01official (5–0)

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. 10 of the 10 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 10 comparable posts for this entry, running 12 November 2026 to 12 November 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).

Of the group of 3 channels, the one whose matching posts we hold earliest is @prime_dark_fantasy. That is a statement about our reading window, not a claim of authorship.

Recorded under the key clone_copy, last confirmed 13 November 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.

Channels linked by matching posts

This channel is in a group of 3 registered channels linked by matching posts, directly or through other channels in the group. This channel may share no posts with some of the channels listed below, and listed channels may share none with each other. Links are found by comparing text fingerprints across every channel on the register.

Which channel, if either, published first is deliberately not shown in this list. “First” could only mean first in our own crawl, which depends on how deep we happened to reach into each channel’s history, not on when the content was actually first posted. Our one hand-check read 45 of the highest-confidence flagged pairs against the live Telegram pages. In 18 of them the live page showed a “Forwarded from” credit that our database had no record of, so reading that pair as an unattributed copy was wrong; the check did not measure who published first. This list is ordered by subscriber count, the same as every other listing on this site, never by which channel we think came first. Near-verbatim 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

3,03012 Nov 2026, 10:47 — 3,030 subscribers12 Nov 2026, 11:22 — 3,030 subscribers12 Nov 2026, 10:4712 Nov 2026, 11:22
2 measurements taken within a single day. 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 3,027–3,033 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
12 Nov 2026, 11:223,030no change
12 Nov 2026, 10:473,030first reading

Engagement

12 posts held, back to 12 November 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.

ERR · 30 days
1.14%
avg views ÷ 3,030 subscribers
Avg views / post
34.7
12 posts measured
Reaction rate
—
this channel exposes no reaction counts
Posts in window
12
of 12 held

ERR is average views per post over the last 30 days divided by subscribers, the definition TGStat uses, so this figure is comparable with the one you will see elsewhere. It falls structurally as a channel grows: a high ERR on a small channel and a low one on a large channel describe reach mathematics, not quality. We publish the figure and the sample it came from and pass no verdict on it.

ER is defined industry-wide as (forwards + reactions + comments) ÷ views — note the denominator is views, not subscribers. Telegram’s public web preview carries views and reactions but not forward or comment counts, so the reaction rate above is the reactions term only and is therefore a floor: the true ER for this channel is higher by an amount we have not measured and will not estimate.

What these figures were computed from
WindowRolling 30 days · latest post in window 12 November 2026
Posts held12 (12 November 2026 – 12 November 2026)
Views total416
Reactions total—
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken12 Nov 2026, 11:22 UTC

Views are a single reading per post, taken at the time above. A post published in the last day or two is still accumulating views, which pulls the 30-day average down slightly. That is a property of the standard definition rather than a fault in it, so we keep the definition rather than “correcting” the number into something nobody can reproduce.

Precision. Telegram publishes view counts on its public widget in short form — 8.12K, 3.7M — so any reading at or above 1,000 reaches us rounded to three significant figures, and only counts below 1,000 are exact. Averages and rates derived from them are shown to the same precision rather than to the unit: a figure like 3,701,250 would assert digits nobody measured.

Reaction counts are published per emoji and rounded the same way, so a total below 1,000 is exact and a larger one is a sum that may carry a rounded component from each emoji above 1,000. Because it is a sum, it does not look rounded — read a large reaction total as three significant figures per contributing emoji rather than as the figure it prints.

What this channel posts

Photos
87
Videos
4
Links
13

Lifetime counters from Telegram’s own channel header, read 12 November 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

Telegram’s own ‘edited’ marker: 0 of 12 posts held from the last 30 days (0%) carried it when this register last read them. The marker says a post was changed after publishing, not what it said before — this register holds the earlier wording only where an edit fell between two of its own reads (see the edit ledger and how it is measured).

12 Nov 2026, 09:56 UTC33 viewsread 12 November 2026
Forwarded from @thebloodybloomPhoto

‌ ‌ . ‌ ‌‌݁₊ ⊹ . ݁ ست دستبند کیتی و اسپایدرمن݁ . ⊹ ₊ ݁. ﹙کنار هرکدوم‌ یه قلب نصفه‌ی کوچولو داره که با آهن ربا به هم وصل میشن﹚ میتونید با دوستتون‌ یا پارتنرتون‌ ست کنید 𝘗𝘳𝘪𝘤𝘦 ⋮﹙536 T﹚𓂃 ࣪ ִֶָ་ ‌Trust : @thebloodybloom_trust ‌Order : @Weuqle

Signed 𝖣𝖺𝗒𝗎𝗇

12 Nov 2026, 09:56 UTC27 viewsread 12 November 2026
Forwarded from @thebloodybloomPhoto

‌ ‌ . ‌ ‌‌݁₊ ⊹ . ݁ انگشتر ویوین وست وود مفصلی ݁ . ⊹ ₊ ݁. ﹙انگشتر نانا﹚ ﹙فقط رنگ نقره‌ای موجوده﹚ ‌Trust : @thebloodybloom_trust ‌Order : @Weuqle

Signed 𝖣𝖺𝗒𝗎𝗇

12 Nov 2026, 09:56 UTC27 viewsread 12 November 2026
Forwarded from @thebloodybloomPhoto

. ݁₊ ⊹ . ݁ دامن پیانو 🎹 . ⊹ ₊ ݁. ﹙با این دامن تبدیل به یک OC انیمه‌ای‌/ ویدئو گیم بشید🙏🏻﹚ جنس - کرپ‌ مازراتی قد - ۳۸ سایز بندی ۳۴ - ۳۶ - ۳۸ - ۴۰ - ۴۲ - ۴۴ Trust : @thebloodybloom_trust ‌Order : @Weuqle

Signed 𝖣𝖺𝗒𝗎𝗇

12 Nov 2026, 09:55 UTC25 viewsread 12 November 2026
Forwarded from @swandustsPhoto

🪽off shoulder Size: free size Price: 1,400 order: @BitesOnMyNeckk sh: @swandusts

Signed 𝖣𝖺𝗒𝗎𝗇

12 Nov 2026, 09:55 UTC24 viewsread 12 November 2026
Photo

اینجا بهشت دختراییه که عاشق اکسسوری ان! کلی اکسسوری استیل و رنگ ثابت و ضد حساسیت دارن اونم نصف قیمت جاهای دیگه💅 لازم نیست کلی وقت بزاری که اکسسوری های ترندی رو با قیمت مناسب پیدا کنی و اخر با قیمتای فضایی بخری بجاش همه رو با ⅓ قیمت از اینجا بخر .💸🥹 @JOIN THE SHOP

Signed 𝖣𝖺𝗒𝗎𝗇

12 Nov 2026, 09:55 UTC21 viewsread 12 November 2026
Photo

در به در دنبال مرچ های بند متال موردعلاقت میگردی نمیدونی از کجا بگیری ؟ اینجا میتونی با بهترین کیفیت و قیمت همشونو تهیه کنی 🧨 کلکسیون کامل مرچ بند تمام بندهای راک و متال، از معروف ترین بندها تا ناشناخته ترین تیشرت‌های بند ها رو میتونی اینجا پیدا کنی!! اونم با بهترین کیفیت چاپ🎸🔥 t.me/album_shopv t.me/album_shopv t.me/album_shopv

Signed 𝖣𝖺𝗒𝗎𝗇

12 Nov 2026, 09:55 UTC26 viewsread 12 November 2026
Photo

هنوز از بازار خدا تومن محصولات مراقبتی میخری بعد فک میکنی ارزون خریدی؟🛍🪄 منبع اصلی محصولات مراقبتی اورجینال اینجاست که ⅓ کیفیتشو نمیتونی توی هیچ شاپ دیگه ای پیدا کنی 👀 جایی که همه ی Clean Girl ها دارن🩰🎀 سرم مو حاوی روغن آرگان تقویت کننده مو اسکراب بدن @Skincare Shop

Signed 𝖣𝖺𝗒𝗎𝗇

12 Nov 2026, 09:55 UTC27 viewsread 12 November 2026
Photo

‌ یه شاپ بافتنی های پینترستی و کتاب و بوم های نقاشی برات آوردم ! جایی که میتونی رویاتو به هر چیزی که میخوای تبدیل کنی 🪷🌊 کاراشون از پینترست هم بیشتر و میتونی با استفاده از گزینه سفارشی کاری که میخوای رو شخصی سازی کنی تخفیف هاشونو اصلا از دست نده🌟 @Shopping

Signed 𝖣𝖺𝗒𝗎𝗇

12 Nov 2026, 09:55 UTC22 viewsread 12 November 2026
Photo

دربه‌در دنبال تتوآرتیستی میگردی که سبکی که میخوای رو به perfect ترین حالت در بیاره!؟ خوشحالم که پیدامون کردی ➖ Gothic • Cybersigilism • Abstract • and... ➖ Your body is a work of art, and I can be the artist who engraves a piece of your life upon it. ➖ طرح از تو ، امضا از من .🤍 @Tottoo Tattoo

Signed 𝖣𝖺𝗒𝗎𝗇

12 Nov 2026, 09:23 UTC44 viewsread 12 November 2026

کمربند و دستبند استاد دار 230 ت 🥀

Signed Crimson admin

12 Nov 2026, 07:11 UTC73 viewsread 12 November 2026

از الان به مناسبت بلک فرایدی این شاپا رو کل محصولاتشون تخفیف گذاشتن برید که جا نمونییییید خودم کلی خرید کردم ازشون حسابی ام معتبرن 😭💗💕

Signed Crimson admin

12 Nov 2026, 06:58 UTC67 viewsread 12 November 2026
Forwarded from @crimson004Photo

🖤پاییز داره تموم میشه و هنوز خرید نکردی ؟ 🖤🖤 این شاپا رو همه محصولاتشون آف زدن و کلی جنس زیر قیمت دارن🖤🖤🩸 زود جوین شو تا از تخفیفات جا نمونی عزیزم🦇👠 Join join

Signed Crimson admin

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

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

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

“改善 𝑠ℎ𝑜𝑝” (@kaizenshopx), 3,030 subscribers as measured 12 November 2026. Telegram Register, tgregister.com/channel/kaizenshopx.

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.