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Channel

Teneo Protocol

@teneo_official_announcements

On this record: Topic · Growth · Engagement · What this channel posts · Reactions · Posts · Citations · Cite this entry

62,972subscribers

-6,269 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of 31,623–100,000.

Register entry

Telegram ID-1002367365756
TypeChannel
Username@teneo_official_announcements
DescriptionOfficial Channel of Teneo Protocol Teneo is a decentralized network of AI agents that connect real-time public data streams from social media platforms and websites — rewarding users for powering the network Join us: https://s.mtrbio.com/teneoprotocol
CreatedBetween 1 September 2024 and 31 March 2025 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded7 August 2026
Last confirmed live8 November 2026
Measurements held62
Confirmed unchanged1 time, most recently 8 November 2026
On Telegramt.me/teneo_official_announcements

Topic

Technology — 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 91% 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

62,97269,24166,106.57 August 20268 November 2026
62 measurements spanning 93 days, net -6,269. 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 62,032–70,181 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 62
Measured (UTC)SubscribersChange
8 Nov 2026, 23:5962,972-69
7 Nov 2026, 15:0163,041-76
6 Nov 2026, 12:0063,117-103
5 Nov 2026, 08:2663,220-63
4 Nov 2026, 09:1963,283-212
3 Nov 2026, 12:4963,495-430
2 Nov 2026, 10:3763,925-37
1 Nov 2026, 10:3663,962-115
31 Oct 2026, 14:0464,077-163
30 Oct 2026, 13:4864,240-126
29 Oct 2026, 14:0864,366-115
28 Oct 2026, 10:5664,481-183
27 Oct 2026, 08:0164,664-148
26 Oct 2026, 10:5964,812-159
25 Oct 2026, 09:1164,971-86
24 Oct 2026, 09:0565,057-101
23 Oct 2026, 12:2065,158-75
22 Oct 2026, 14:4665,233-241
21 Oct 2026, 05:3065,474-110
20 Oct 2026, 01:0665,584first reading

Engagement

31 posts held, back to 17 June 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 190 pages of Telegram’s post history, 20 posts per page.

ERR · 30 days
5.79%
avg views ÷ 62,972 subscribers
Avg views / post
3,650
6 posts measured
Reaction rate
1.49%
reactions ÷ views · ER floor
Posts in window
6
of 31 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 6 November 2026
Posts held31 (17 June 2026 – 6 November 2026)
Views total21,870
Reactions total326
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken9 Nov 2026, 08:52 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
82
Videos
8
Links
114

Lifetime counters from Telegram’s own channel header, read 9 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.

Reaction mix

2,041 reactions across 28 posts, in 22 distinct kinds. The most used accounts for 37.0% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
❤75637.0%
🔥38618.9%
👍30114.7%
👎1979.65%
🤡1919.36%
😁743.63%
🥱271.32%
🤔180.882%
🥰170.833%
🤪150.735%
👏120.588%
👌110.539%
🌚60.294%
🤩60.294%
🎉50.245%
🙈50.245%
🍾30.147%
👀30.147%
🥴30.147%
💯20.098%
2 further kinds30.147%

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 28 of the 31 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 2,041 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 31 most recent posts we hold, published 17 June 2026 to 6 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.

Recent posts

Telegram’s own ‘edited’ marker: 0 of 6 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).

6 Nov 2026, 12:50 UTC≈1,380 views35 reactionsread 9 November 2026

Can your AI agent raise its own spending limit? In a Cornell Tech and Yale test, nine of ten models read the approval code from the inbox and raised their own cap. Anthropic's agents got past a monitor they could study. OpenAI keeps every check outside the agent. Our weekly round-up turns that into a test you can run this week. https://teneo-protocol.ai/blog/can-your-ai-agent-raise-its-own-spending-limit

❤22👍3👎3🔥3🤪2😡2

3 Nov 2026, 17:45 UTC≈2,420 views62 reactionsread 9 November 2026

The Season 4 reveal is live Winners can now see their result in the Teneo Hub. Before you close the tab: - Check your wallet is connected in the Hub - Make sure it is the wallet you still use - If you won, approve your wallet, same as every season Rewards are sent to the wallet saved in the Hub. If it is missing or out of date, we cannot send your reward. Check now: https://hub.teneo.pro Questions? Ask in Dis…

🔥28🤪12❤9👎5🤡3🥴3👍2

30 Oct 2026, 19:04 UTC≈3,470 views54 reactionsread 9 November 2026

If your AI agent got out, what could it reach? OpenAI now trains frontier models offline after its own test agents found ways out. Google keeps agent keys outside the box. Link caps agent spending per purchase. Our weekly round-up turns that into a test you can run this week. https://teneo-protocol.ai/blog/what-can-your-ai-agent-reach-if-it-escapes

❤26🤔12🔥7👍4👎4🤪1

16 Oct 2026, 15:27 UTC≈5,370 views62 reactionsread 9 November 2026

Teneo's weekly agentic round-up: who gave your AI agent permission? Each week we pick the agent news that matters for builders and check it at the source. Three stories from this week: - Sierra and Meta drafted a protocol where a customer grants their agent read or write access, and can take it back - MetaMask's Agent Wallet is live on Grok Bot, with spending limits held by the wallet, not the agent - Mysten Labs …

👍32🔥11🤔6🌚5👎4🍾3❤1

15 Oct 2026, 16:26 UTC≈4,500 views56 reactionsread 9 November 2026

150,000 web pages tested, 97.7% loaded We tested the Teneo Live Web Data API on 150,000 web pages. 97.7% of them loaded successfully, about 977 out of every 1,000. Many were hard pages: online shops, job boards and sites that block bots. Teneo sends each request through Beacon, a network of real devices run by our community. Websites see a normal visitor, so we reach pages that block data centre traffic. AI age…

❤31🔥23👎2

12 Oct 2026, 12:06 UTC≈4,730 views57 reactionsread 9 November 2026

Why ad verification needs a local view of the web A check made from Paris cannot, on its own, show what a Madrid campaign served. Our new blog explains why an ad check needs location, device, language and time in the record. A local capture helps investigate one context, but it cannot prove campaign-wide reach or viewability. It includes an illustrative test plan and shows how Teneo Beacon's bandwidth contributio…

🔥27❤14👍10👎6

9 Oct 2026, 17:32 UTC≈4,730 views81 reactionsread 9 November 2026

Follow Teneo on every channel Teneo is now on eight channels, including a brand new Facebook page. Product news, Beacon updates and agent releases go out across all of them. Pick the ones you use: - X, LinkedIn, TikTok, Facebook and Instagram carry today's post - Discord and Telegram stay the place to ask questions Questions or feedback? Ask in Discord. Please engage with our socials: 📱: https://tinyurl.com/2…

❤50🔥13👌11🤡7

1 Oct 2026, 12:32 UTCviews —

Teneo Protocol pinned «Teneo just passed 100 million customer requests 🚀 One request is one page fetched from the open web for a customer, and every one goes through a device running Teneo Beacon. We're now at around 1 million pages a day, and the second 50 million took about 7…»

1 Oct 2026, 12:32 UTC≈6,460 views78 reactionsread 9 November 2026

Teneo just passed 100 million customer requests 🚀 One request is one page fetched from the open web for a customer, and every one goes through a device running Teneo Beacon. We're now at around 1 million pages a day, and the second 50 million took about 7 weeks (the first took 112 days). A lot of this traffic feeds AI that needs the live web, so if you run Beacon, this is what your device is part of. Next goal is 1…

❤47😁12🔥10🎉5💯2👍1👎1

24 Aug 2026, 18:01 UTC≈7,900 views95 reactionsread 9 November 2026

Seven setup guides, one Teneo CLI. The Teneo setup hub now covers Claude Code, Codex, Manus, Cursor, Antigravity, VS Code, and Hermes. Choose the walkthrough for your tool, install npx @teneo-protocol/cli, then list and query agents from the same environment. Paid queries settle per call through x402. Guides: https://teneo-protocol.ai/get-started/setup-guides Please engage with our socials: 📱: https://x.com/teneo_…

❤49😁15👍13🔥8🤡7👀3

20 Aug 2026, 17:57 UTC≈8,260 views92 reactionsread 9 November 2026

Teneo Beacon now runs from your terminal. Install it on a Raspberry Pi, home server, Mac, or Windows machine through WSL2. Run teneo-beacon, scan the QR code while signed in to the Hub, then install the service so Beacon starts on every boot and reconnects after an outage. One limit matters: earning is one slot per internet connection. Two Beacons on the same home network do not stack, so put it on the machine that…

❤44👍17😁13🤡11🔥3👎2🥰2

4 Aug 2026, 19:17 UTC≈8,580 views89 reactionsread 9 November 2026

DePIN outgrew oracles this year. Here is where your Beacon sits on the map. DePIN passed the oracle sector in combined market cap this year: 264 tokens against roughly 60 on the oracle side, across more than 650 live projects. Most people still stall at three names, because DePIN gets used as if it labels one thing. It labels five. Compute: GPU cycles from idle machines. Storage: disk space that stays retrievable. …

❤45👍20🤡18🔥6

Showing the 12 most recent of 31 posts we hold for @teneo_official_announcements. 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

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

“Teneo Protocol” (@teneo_official_announcements), 62,972 subscribers as measured 8 November 2026. Telegram Register, tgregister.com/channel/teneo_official_announcements.

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.