Get Latest Loot Deals for Online Shopping
Amazon and the Amazon logo are trademarks of Amazon.com, Inc. or its affiliates.
✓ For more T&C Refer our Website - www.bigloot.in
✓ Affiliate Disclosure: https://cutt.ly/05ZCnnt
Contact Us: @BigLootAdmin_Bot
Created
Between 1 April 2018 and 30 June 2021— estimated from Telegram’s id allocation, not measured. How this range is calculated.
Ecommerce storefront — 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 99% 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 2 other registered channels. 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)
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 0 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 30 comparable posts for this entry, running 5 August 2026 to 8 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 @BigLoot — 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 8 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.
7 measurements spanning 6 days, net -117. 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 18,472–18,625 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)
Subscribers
Change
12 Aug 2026, 10:48
18,490
-28
11 Aug 2026, 07:15
18,518
-27
10 Aug 2026, 09:12
18,545
-19
9 Aug 2026, 10:08
18,564
-21
8 Aug 2026, 13:43
18,585
-19
7 Aug 2026, 10:58
18,604
-3
6 Aug 2026, 12:18
18,607
first reading
Engagement
156 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 17 pagesof Telegram’s post history, 20 posts per page.
ERR · 30 days
0.937%
avg views ÷ 18,490 subscribers
Avg views / post
173
156 posts measured
Reaction rate
—
this channel exposes no reaction counts
Posts in window
156
of 156 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
Window
Rolling 30 days · latest post in window 12 August 2026
Posts held
156 (5 August 2026 – 12 August 2026)
Views total
27,033
Reactions total
—
Forwards / comments
not exposed by the public surface — not measured, not estimated
Readings taken
13 Aug 2026, 00:08 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
≈52,400
Videos
≈10
Links
≈71,100
Lifetime counters from Telegram’s own channel header, read 13 August 2026 — not the date at the top of this page, which is when the subscriber count was last read. A count marked ≈ was rounded by Telegram before we ever saw it — t.me prints these counters in full below 1,000 and to three significant figures above, so ≈142,000 means somewhere between 141,500 and 142,499.
Xiaomi (43 inches) Smart TV MiniLED QLED Fire TV at ₹24,499
https://amzn.to/3S0Ia47
Apply ₹3500 Coupon + ₹5000 Off With HDFC CC
Xiaomi 138 cm (55 inches) Smart TV MiniLED QLED Fire TV at ₹33,999
https://amzn.to/4zcVItV
Apply ₹6500 Coupon + ₹4500 Off With HDFC CC
(65 inches) at ₹54,499 : https://amzn.to/4ziQGMI
Apply ₹4750 Coupon + ₹5750 Off With HDFC CC
(75 inches) at ₹68,999 : https://amzn.to/4zfLSr6
Apply …
Last Day Of Freedom Sale | Best Deals On Furniture + Bank Offer.
Masterlink : https://amzn.to/3TRR98o
Sofa Set : https://amzn.to/3TID8d7
Office Chair : https://amzn.to/4gwdjVp
Gaming Chair : https://amzn.to/4g6H3rk
Mattresses : https://amzn.to/3TV3FDZ
Study Desks : https://amzn.to/4hqHOxW
Dining Set : https://amzn.to/4gd8xMl
Beds : https://amzn.to/3TTgE9b
Wardrobes : https://amzn.to/3RPItPb
Recliner : https://amzn.…
Freedom Sale Ends Tonight : Check All Best Deals & Grab Now.
Landing Page : https://amzn.to/4xHzQ8F
Extra 10% Off With HDFC Bank Credit Card
Best Categories 👇:
Mobile https://amzn.to/3QzqGrs
Tablets : https://amzn.to/4n0ve7S
LED TV : https://amzn.to/4bGMn3E
Laptops : https://amzn.to/4wo5Ihm
Home : https://amzn.to/4pVGuVr
Large Appliances (AC, TV, Fridge, Washing Machine) : https://amzn.to/45WbU5n
Headphones & S…
Sony WH-1000XM5 Best ANC Wireless Bluetooth Over Ear Headphones with Mic at ₹23,490
https://amzn.to/4hvrfkw
Apply ₹500 Coupon ➕ Flat ₹2,000 Off Via HDFC CC
Loot For Needy | Bajaj Chetak C3501 Electric Scooter at ₹1,40,640
https://amzn.to/4wotKJe
Ather 450X Electric Scooter at ₹1,76,046
https://amzn.to/4wRkiyT
Hero Xtreme 125R (Disc) at ₹96,300
https://amzn.to/4wZdGi6
Upto ₹14,500 Off With HDFC Credit Card.
Upto ₹8500 Off With All Bank Cards.
Loot for Needy | Godrej 540L SBS Inverter Refrigerator at 50,002
https://amzn.to/4xwbEpp
📍Apply ₹3000 Coupon + ₹15,574 Off With HDFC CC EMI
Haier 592L Smart Sense AI enabled 3-Door Side by Side Refrigerator at 71,240
https://amzn.to/4xBB30T
📍Apply ₹2000 Coupon + ₹12,750 Off With HDFC CC EMI
Myntra | Upto 80% Off On Women's Clothing
Tops & Tees under 299- https://myntr.it/4zUegh3
Dresses Under 399- https://myntr.it/hsvyQ0t
Jeans & Trousers Under 499- https://myntr.it/6EDBhNr
Kurta & Kurtis Under 299- https://myntr.it/ENmkWYw
Sarees Under 399- https://myntr.it/lgh0y11
Kurta Sets Under 599- https://myntr.it/zvbANhv
Shorts & Skirts Under 499- https://myntr.it/cuTndNk
Loot: Mi Pocket Powerbank 20000mAh @1699
🛒https://fktr.in/vOF7H4g
Showing the 12 most recent of 156 posts we hold for @BigLoot. 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
@BigLoot 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
12 August 2026
Most recent edit
12 August 2026
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 August 2026 — this
entry's latest reading, not the date you are reading this.
“BigLoot.in | Online Shopping Deals” (@BigLoot), 18,490 subscribers as measured 12 August 2026. Telegram Register, tgregister.com/channel/BigLoot.
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.