Subnets / SN22
Desearch SN22
Desearch (subnet 22) is a Bittensor subnet held by 1,761 unique coldkeys. Its liquidity pool holds 7.2k τ, with the alpha token trading at 0.0028 τ. Roughly 1% of tracked holders are in profit — most bought in above today's price. Seller exhaustion is elevated: 83% of recent sellers have emptied their wallets, thinning the supply overhang. Full insider flow, whale tracking and the complete proprietary factor set for Desearch are available to SubnetStats subscribers.
ALPHA PRICE
0.0028 τ
IN TAO
HOLDERS
1,761
UNIQUE COLDKEYS
POOL DEPTH
7.2k τ
TAO IN POOL
7D MOMENTUM
-3.4%
ALPHA vs TAO
Project activity
What is trending where, right now?
Give this Python script a list of cities and countries. It pulls the current X trends for each, fetches the top posts behind the leading trends, and shows which trends are shared and which are local.
Link on LinkedIn. https://t.co/5Q3inepajb
Do not let the loudest complaint define the whole pattern.
Open Complaint Radar dedupes public posts, groups issues by theme and keeps source links for review.
Code:
https://t.co/d0NE4cz8EO
#Desearch #SocialData https://t.co/oqLtQQEal7
What do your comments actually say?
Give this Python script a brand's Instagram and TikTok handles. It sorts the comments on recent posts into questions, complaints, requests and praise, with the most-liked ones in each group.
Link on LinkedIn. https://t.co/lExDfmDOwV
Desearch MCP now supports Meta Muse connector OAuth.
Muse can dynamically register with https://t.co/5ZC5YcqbRK, while tool calls still require user authorization.
Personal agents get live Desearch context without a custom auth bridge.
#Desearch #MCP #AIAgents https://t.co/x4L
What ads is that store running this week?
Give this Python script a few store names. It reads their public Facebook Ad Library records, groups copies of the same ad, tags each angle and offer, and shows what is new, stopped or unchanged.
Link on LinkedIn. https://t.co/MxxH10pK7
Company research should be bounded and resumable.
Desearch Company Search can stop at a USD budget. If coverage is still thin, continue from an earlier task without returning the same companies.
Docs: https://t.co/tsav1Twpvh
#Desearch #AIAgents https://t.co/Q0sDA1gqpM
A few API notes.
Social list endpoints now return a next-page cursor header.
Instagram, TikTok and Facebook results have new fields.
X results now include the post card.
Crawl takes a URL without https:// at the front.
Docs link on LinkedIn. https://t.co/VNsqpgiuIw
Not every search has the same goal.
Use fast mode when latency blocks the workflow. Use balanced mode when relevance matters more than a shorter wait.
Choose per task, then measure.
https://t.co/DtLOOpjh4U
#Desearch #AISearch #AIAgents https://t.co/9KH5rMYlyg
Who starts Black Friday first?
This small Python script takes a dated snapshot of a few brands each day: sale page banners, their latest X, Instagram and TikTok posts, and a web search for their Black Friday page.
By late November you have a timeline.
Link on LinkedIn. https:/
A directory list is not a distribution plan.
This Desearch example dedupes results, reads likely submit pages, and keeps evidence about free, paid and review rules.
https://t.co/UEWybNQnlO
#Desearch #AISearch #OpenSource https://t.co/jtifNGauAk
"Best tools" pages send buyers straight to the brands they list. AI answers read them too.
This script takes your brand, 3 to 5 others in your category and 5 to 8 buyer searches, then flags the pages that name 2 or more of them but skip you.
Link on LinkedIn. https://t.co/8Mbl9
Public conversation has different shapes.
A YouTube transcript is not a Reddit thread. A Threads profile is not a result row.
Desearch now has dedicated APIs for all three, with Python, JavaScript and MCP tools.
https://t.co/i7z4702WqO
#Desearch #AIAgents #SocialData https://
A company hiring for a role is often about to buy tools for that role.
Give this script one role. It finds companies that posted for it in the last 30 days on X and job boards, and scores them into a short list. Company-level only.
Link on LinkedIn. https://t.co/XXFLtUnUxm
One retrieval layer should work in both a pipeline and an agent.
We opened desearch-txtai: an adapter for web, AI, links, and public social search. Results stay simple: title, URL, snippet.
Code:
https://t.co/NYtZeecONw
#Desearch #AIAgents #OpenSource https://t.co/2QvP3EoTnf
Customers often complain in public before they open a ticket.
This script reads X each morning for your brand plus words like "not working" or "refund", drops reposts and your own posts, and sorts the rest into themes: outage, billing, bug and more.
Link on LinkedIn. https://t.
Live dashboards fail at reconnect, not first connection.
Desearch streams public network stats once a second. If a client drops, Last-Event-ID can replay missed snapshots from the last 20 minutes.
Live data needs recovery, not just motion.
#Desearch #Bittensor #DataEngineering
People ask for a tool like yours on Reddit.
Give this script 5 to 8 keywords from your niche. It finds threads with phrases like "looking for", "alternative to" and "recommend", then ranks them on a board by buying intent.
Link on LinkedIn. https://t.co/9AvXmG8v2L
Search results are only the raw material.
Our new open Scholarship Finder turns a field, study level, and year into a shortlist of future deadlines, sorted nearest first. Every row keeps its source page.
Code:
https://t.co/DU6gjwCVNk
#Desearch #AISearch #AIAgents https://t.co/
Does your brand show up when buyers ask an AI?
One check says little, because answers change from run to run. This script asks 15 to 20 buyer questions several times each and writes a share-of-answer table plus the top cited domains.
Link on LinkedIn. https://t.co/CQ5PqwVSre
Describe the companies you need. Let the search build the list.
Company Search is now live in Desearch. Set countries, must-have signals, and minimum fit. Results include public contacts, leaders, and source pages.
https://t.co/tsav1Twpvh
#Desearch #AIAgents #CompanyResearch h
People Search is live on Desearch.
Describe the people you want. Each result shows which of your criteria it matches, and which ones it does not confirm, so you know what to check before you reach out.
Link on LinkedIn. https://t.co/0502bv66G8
Social analytics needs honest denominators.
This open Desearch example excludes reposts from engagement rates, dedupes repeated posts across pages, and keeps missing views out of per-view math.
Code:
https://t.co/C5etDMn9Cc
#Desearch #SocialData #DataQuality https://t.co/WPwFH
What changed on Subnet 22 last week.
Miners still crawl the web. Now they can also turn pages into embeddings, so search finds meaning, not just keywords.
The model: Desearch-Embedding-4B, our open model on Hugging Face. Validators check a sample.
Link on LinkedIn. https://t.c
Not every topic comes with a feed.
Topic to RSS turns one query into a feed of dated results. It drops undated pages, dedupes URLs and titles, then sorts newest first.
Open example:
https://t.co/HeiwpQVtKe
#Desearch #AISearch #AIAgents https://t.co/ljiYcpZwKR
What does Subnet 22 actually do?
It is an open network on Bittensor. Miners crawl the web, validators check what they bring back, and that checked data powers Desearch search.
Desearch 2.0 has been running on SN22 since October 1.
Link on LinkedIn. https://t.co/eysIc9598j
SELLERS DRAINED
83%
28D SELLERS EMPTIED OUT
CAPITULATION
+0.21
BOUNCE COMPOSITE (z)
HEAT 7D
0.11×
VOLUME ÷ POOL DEPTH
HOLDERS IN PROFIT
1%
TRACKED WALLETS · ENTRY BELOW PRICE
WHAT'S CARRYING THE PRICE · 30DMIXEDemission rank #78 · below the bar (rank 32)
30D RETURN
-11.8%
ALPHA vs TAO
WITHOUT CHAIN BUYS
-11.8%
SAME 30 DAYS, PROTOCOL BID REMOVED
CHAIN SHARE OF BUYING
—
CHAIN BUYS vs TRADERS' NET
CHAIN BUYS / DAY
0 τ
PROTOCOL BUYING ITS ALPHA
See who's buying and selling Desearch — every trade classified miner / validator / owner / outsider, plus holder cost basis and the full 23-factor screener.
OPEN THE INSIDER TAPE →