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Shoal Research Hub
Channel@shoalresearch
The cutting edge in AI, Crypto and Capital Markets Twitter: https://twitter.com/ShoalresearchResearch & Articles: www.shoal.ggTG link: https://t.me/shoalresearchWebsite: shoal.xyzfor inquiries DM: @zaddycoin
Measured performance snapshot
Only crawler-observed values are shown. Missing history stays missing instead of becoming zero.
- Members
- 12,400 At last successful crawl
- Average post views
- 766 Sampled public posts
- Sampled ERR
- 6.18% Average views ÷ members
- 7-day growth
- Not enough data Complete 7-day baseline required
- 30-day growth
- Not enough data Complete 30-day baseline required
- 90-day growth
- Not enough data Complete 90-day baseline required
Member growth
The growth chart appears once our crawler has recorded at least two member checkpoints for this channel. Fresh listings fill in within a few days.
Data quality passport
Freshness: stale · Classification: automatic · Confidence: 94%
Audience authenticity, audience country and Telegram Ads approval are not verified. Sampled views are not normalized by post age and are not a guarantee of engagement.
Inventory limits: stale profile.
Save or compare this channelClaim or correct this profileAbout this channel
The cutting edge in AI, Crypto and Capital Markets Twitter: https://twitter.com/ShoalresearchResearch & Articles: www.shoal.ggTG link: https://t.me/shoalresearchWebsite: shoal.xyzfor inquiries DM: @zaddycoin
Recent posts
Public feed sample. Captured: 2026-09-10T12:00:37.307913. This is not a live feed.
Have Fun Staying Poor | Three Worlds: The Boomerification of Crypto > The article splits crypto into three distinct worlds: businesses with real cashflows & buybacks (HYPE, PUMP, LIT), honest memes (BTC, DOGE), and vaporware dressed as both. > It argues crypto is becoming “boomerified,” with investors increasingly prio…
RWAs as Collateral: The New Primitive > The tokenized RWA market has surpassed $730B, but the true frontier of composable DeFi collateral lies in the fast-growing $29B segment of non-stablecoin distributed assets. > Tokenized treasuries, private credit, equities, and real estate now functioning as yield-bearing DeFi co…
Pumpfun Launches Custom Pairs > Letting anyone launch a token paired with tokenized stocks, crypto majors, metals, and more. Source: https://x.com/Pumpfun/status/2097785975434846285
How AI Is Breaking the Internet Economy > As more web traffic becomes automated, driven by generative AI, the content-for-traffic barter exchange that funded the open web and allowed unprecedented global democratization of information for the past 30 years starts to collapse. > In our latest piece, we explore how we go…
Hedging Compute Prices > Compute hedge is a contract that fixes a price for a future period. > A cash-settling contract that fixes what you pay or earn for GPU-hours in the future, removing price volatility for buyers needing budget certainty, sellers needing bankable revenue, and operators managing residual risk in le…
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Frequently asked questions
How many members does Shoal Research Hub have?
As of our latest crawl on 2026-08-31, the channel reports about 12,400 members. The count refreshes automatically every time we re-check the profile.
How do I join Shoal Research Hub on Telegram?
Tap “Open in Telegram” above — it opens the official t.me page for @shoalresearch, where you can press Join inside Telegram.
Is joining Shoal Research Hub free?
Yes. Public Telegram channels are free to join; only your normal internet data usage applies.
What content does it publish?
The owner describes it as: “The cutting edge in AI, Crypto and Capital Markets Twitter: https://twitter.com/ShoalresearchResearch & Articles: www.shoal.ggTG link: https://t.me/shoalresearchWebsite: shoal.xyzfor inquiries DM: @zaddycoin”