Предприниматель. Создаю AI-продукты и внедряю ИИ в свои бизнесы. Показываю реальные проекты, цифры и рабочие системы.
Обучение: raytsystem.ru/launch
Внедрение под задачу бизнеса: raytsystem.ru/vnedrenie
Поддержка: @raytsupport_bot
Created
Between 1 December 2021 and 30 April 2023 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
Education — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-FP8, prompt version 1) read this channel’s own recent posts on 9 September 2026 and assigned it the closest of 31 fixed categories, at 86% 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 the other topics.
Growth
66 measurements spanning 98 days, net +858. 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 46,543–48,737 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 66
Measured (UTC)
Subscribers
Change
13 Nov 2026, 00:50
48,251
-233
10 Nov 2026, 21:06
48,484
+29
9 Nov 2026, 10:01
48,455
+27
7 Nov 2026, 22:19
48,428
+19
6 Nov 2026, 23:27
48,409
-8
5 Nov 2026, 20:49
48,417
+16
4 Nov 2026, 22:10
48,401
+29
4 Nov 2026, 00:10
48,372
+17
3 Nov 2026, 01:14
48,355
+33
2 Nov 2026, 00:18
48,322
+37
1 Nov 2026, 02:55
48,285
+57
31 Oct 2026, 04:30
48,228
+17
30 Oct 2026, 05:58
48,211
+38
29 Oct 2026, 06:56
48,173
+43
28 Oct 2026, 08:30
48,130
+47
27 Oct 2026, 10:39
48,083
+52
26 Oct 2026, 11:56
48,031
+27
24 Oct 2026, 14:27
48,004
-9
23 Oct 2026, 15:44
48,013
-34
22 Oct 2026, 14:09
48,047
first reading
Engagement
172 posts held, back to 30 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 203 pages of Telegram’s post history, 20 posts per page.
ERR · 30 days
14.4%
avg views ÷ 48,251 subscribers
Avg views / post
6,940
46 posts measured
Reaction rate
0.603%
reactions ÷ views · ER floor
Posts in window
46
of 172 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 15 November 2026
Posts held
172 (30 July 2026 – 15 November 2026)
Views total
319,020
Reactions total
1,925
Forwards / comments
not exposed by the public surface — not measured, not estimated
Readings taken
15 Nov 2026, 12:56 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
≈2,440
Videos
≈109
Links
≈1,360
Lifetime counters from Telegram’s own channel header, read 15 November 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.
Video runtime
9m 24s
Average length
56s
Measured directly from 10 videos with a duration reading, out of the posts we hold for this channel — not this channel’s whole posting history, only the sample this register has actually read. An exact reading to the second, taken from the post itself rather than from Telegram’s own rounded chrome, so it carries no ≈ mark.
Reaction mix
8,509 reactions across 172 posts, in 5 distinct kinds. The most used accounts for 62.1% of them.
Every reaction kind recorded on the sample, most used first
Reaction
Count
Share
Share, drawn
🔥
5,282
62.1%
👍
2,044
24.0%
💯
818
9.61%
custom 5321211373026323332
223
2.62%
😁
142
1.67%
Custom emoji. One row above is a Telegram custom emoji, which the public preview renders as an element carrying only a numeric id — no character, and no image we can reach. The id is printed as-is rather than substituted with a look-alike glyph, because a stand-in would be our invention showing where a measurement should be. The count beside it is Telegram’s.
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 172 of the 172 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 8,509 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.
Measured over the 172 most recent posts we hold, published 30 July 2026 to 15 November 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
111
across the posts below
Posts paid on
38
of 172 we hold a reading for · 22%
Most on one post
12
single highest reading
A paid reaction is a reader spending Telegram Stars — bought with money — on a post by @romarayt. 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 172 most recent posts we hold for this entry, published 30 July 2026 to 15 November 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
Telegram’s own ‘edited’ marker: 5 of 46 posts held from the last 30 days (10.9%) 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).
Поколение без стабильности
Я начал строить карьеру 10 лет назад. В 19-м случился коронавирус, и рекламное агентство почти обнулилось. Когда мы наконец вернулись к работе, началась война.
- Я создал YouTube-канал про дизайн - появились нейросети, которые начали заменять дизайнеров.
- Пошёл в маркетплейсы - начались пожары на складах.
- Через год после активного ведения на YouTube заблокировали и его.
- Создал медиа …
Проверил свою систему по новым правилам Anthropic для Claude Fable 5.2
В новом видео разобрал все 10 правил из руководства Anthropic и прямо на съёмке проверил по ним свою систему. Смотрите и копируйте себе новые правила.
КОТОРЫЕ В ОЧЕРЕДНОЙ РАЗ ПОЛНОСТЬЮ ПОМЕНЯЛИСЬ
Смотреть тут: youtube.com/watch?v=0AOSAbWRHaY
Материалы к этому видео
1⃣2⃣3⃣4⃣5⃣
1⃣Закрытый канал с разборами задач
1⃣Мастер-класс: начать зарабатыв…
«Игрушке» уже 10 месяцев 🤪
Год назад, когда я впервые начал рассказывать про вайбкодинг, в комментариях писали: «Не надо втирать нам эту дичь».
К зиме часть тех же людей уже называла себя вайбкодерами 😅 Следом появилась новая версия: с помощью нейросетей можно собрать игрушку, но полноценный онлайн-продукт так не сделать.
В начале года я дал себе два месяца на Yoolip AI.
На 12-й день отдал пользователям сырую вер…
50 задач в Claude, которые уже можно забрать себе и повторить после одного видео.
Большинство людей использует Claude как чат: задать вопрос, написать текст, поправить код. Я за последний год постепенно перенёс туда гораздо больше - от работы с командой до управления бизнесом.
В новом видео собрал 50 реальных задач из своей работы и разложил их по 5 уровням.
Первый уровень запускается одним сообщением. На пятом Cl…
Сначала заработай
Большинство заходят в новый проект с целью сразу построить нового единорога. Другие, вместо 10 000 шагов каждый день покупают экипировку и начинают бегать так, будто через неделю марафон. Третьи, запускают YouTube-канал и ждут сотни тысяч просмотров.
На таком заряде легко прожить понедельник. Ко вторнику мотивация заканчивается, а до большой цели ещё несколько лет.
Именно поэтому я не очень люблю…
Дождались!
Anthropic выпустила Claude Fable 5.2 и Mythos 5.2.
Новые модели генерируют ответы до 30% быстрее прошлых версий. Цена тоже снизилась на 20%: теперь $8 за 1 млн входных токенов и $40 за 1 млн выходных.
Самое важное для нас – Fable 5.2 уже доступна на всех платформах. Можно запускать через Claude, API, AWS, Google Cloud и Microsoft.
Mythos 5.2 работает на той же базовой модели, но даёт больше возможносте…
Как дизайнер стал узким местом (по крайне мере у нас)
За последние 3 месяца мы вообще перестали обращаться к дизайнеру по сайтам. Сайт моего обучения я полностью сделал с Codex. Новый сайт Yoolip AI собрал вместе с Claude за 1,5 рабочих дня.
Все анимации, мокапы и тексты на нём тоже сделаны с Claude.
Раньше мне всё равно приходилось писать подробное ТЗ дизайнеру, ждать первый вариант, собирать правки и снова ждать…
Нейросети возвращают время, которое забрали
Последние полгода я по 5–6 часов в день сидел внутри диалогов с ИИ. Ставил задачи, отвечал на вопросы, переключался между окнами, проверял результат и запускал следующий этап.
Фактически я работал диспетчером для агентов.
Сейчас у меня открыт один проект в Claude. Я ставлю туда задачу, дальше он сам распределяет работу между агентами, собирает результаты и обращается ко …
Поиск проблем 🥲
Всю жизнь, сколько я занимаюсь маркетплейсами, слышу одну и ту же фразу: «Туда уже поздно заходить».
Раньше поздно было из-за конкуренции. Потом из-за комиссий. Затем из-за рекламы, логистики и уже в этом году пожаров.
При этом по внутренней аналитике Yoolip AI сейчас один из лучших периодов для заработка на маркетплейсах. У нашей команды 9 из 10 магазинов закрывают месяц в плюс.
При этом новое об…
6 open source-проектов сэкономили мне 384$ только за октябрь.
Ещё летом я платил за отдельные сервисы для озвучки, дизайна, монтажа и работы с контентом. Сейчас многие из этих задач закрывают бесплатные проекты с GitHub.
Их уже можно установить одной фразой в Codex или Claude: кидаешь ссылку на репозиторий и пишешь «установи и настрой».
Раньше мы платили за подписку. Сейчас всё чаще платим своим временем на устано…
Спасибо Claude, что мой рабочий день теперь без зазрения совести и ФОМО выглядит так 😁
Проснулся, поставил задачи и на 5 часов выделил время себе пока они делаются. Кайф.
Желание делать всё сразу - самый удобный способ годами ничего не выбирать
Я это хорошо знаю, потому что до сих пор держусь за все стулья одновременно.
Курс по ИИ, Yoolip AI, агентство, фулфилмент, дорогие программы, где мы доводим людей до результата. Каждый проект приносит деньги и каждый кажется достаточно прибыльным, чтобы заниматься им прямо сейчас.
Пять главных приоритетов быстро превращаются в отсутствие гла…
🔥40
Showing the 12 most recent of 172 posts we hold for @romarayt. 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.
Posts edited after publishing
@romarayt edited 5 posts 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
20 August 2026
Posts recorded as deleted after publishing
We recorded 2 posts on @romarayt as deleted — posts this register held that were missing from the channel’s public page on two separate reads, taken from different network addresses at least an hour apart.
A deletion is not wrongdoing. This register can see that a post it held is no longer on the channel’s public page, and when — not why. Expired ad placements, reposts, rotating links and corrections all look the same. This is a count of recorded detections, not an exact total: it misses deletions we could not see, because only a post we held and later re-read inside the page can be seen to go, and it may include a small number of wrong records. How this is measured.
First seen missing
19 October 2026
Most recent seen missing
19 October 2026
Median time before seen missing
5 days
Seen missing in the last 30 days
2
Polls
The 2 polls we hold for this entry, as Telegram rendered them when we read the post. A poll’s figures keep moving after that, so each one is dated.
The shares total 115%, above 100: this poll accepts more than one answer per voter. No per-option vote count is published, so the number of voters who chose each option is not derivable and is not shown.
Percentages only — there are no per-option vote counts here, because Telegram publishes none. The public post preview gives each option’s share and a single voter total, and nothing else. Multiplying one by the other would produce a per-option tally that looks measured and is not: the shares are rounded to whole numbers before we ever see them. We print what was published and leave the column that does not exist empty.
The shares need not add up to 100. Rounding alone puts many polls at 99 or 101. A poll that allows more than one answer per voter runs well past 100 by design, and several here do. The bars are drawn against a fixed 100% track at each option’s own percentage rather than normalised to the total, so a poll that exceeds it shows that it does instead of being quietly rescaled.
Read from the 172 most recent posts we hold, published 30 July 2026 to 15 November 2026. Telegram labels each poll by kind — an anonymous poll, a quiz, a closed set of final results — and that label is reproduced rather than paraphrased.
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.
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.
Channels Telegram recommends alongside this one
Telegram’s own answer, not this register’s. When this register asks Telegram’s API what is similar to this channel, this is the list it returns, in the exact order Telegram returns it — never re-sorted by subscribers or by anything else this register measures. The relationship, and the order, are Telegram’s; we record them and date them, and make no claim of our own about which of these channels actually resemble this one.
Read from Telegram’s recommendation API, most recently 26 August 2026. Telegram holds a list like this for a small and growing share of the register — how this is measured, and why most channel pages show nothing here.
Appears in Telegram’s recommendations for other channels
The reverse of the list above, and a different kind of signal. This does not require this channel to have ever been asked about directly — each row below is a channel we DID ask Telegram about, whose Telegram-generated list happened to include this one. A channel can appear here with an empty list above it, because being named by someone else’s query is independent of having been queried itself.
Ozon и партнёры ПВЗ @ozonapvz · 66,947 Telegram ranks this channel #25 of 72 here — alongside 71 others — read 20 August 2026
Ozon Marketplace @ozonmarketplace · 109,894 Telegram ranks this channel #29 of 81 here — alongside 80 others — read 15 August 2026
Ozon Реклама @ozon_adv · 23,410 Telegram ranks this channel #36 of 72 here — alongside 71 others — read 20 September 2026
This channel appears in 3 seed channels' Telegram-generated recommendation lists in total. Each is Telegram’s list for THAT channel, not this one — see how this is measured.
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 13 November 2026 — this
entry's latest reading, not the date you are reading this.
“Рома Райт” (@romarayt), 48,251 subscribers as measured 13 November 2026. Telegram Register, tgregister.com/channel/romarayt.
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.