Desearch.ai | Subnet 22

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.

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.

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: github.com/Desearch-ai/desea… #Desearch #AISearch #AIAgents

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.

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. desearch.ai/docs/guide/apis/… #Desearch #AIAgents #CompanyResearch

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.

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: github.com/Desearch-ai/desea… #Desearch #SocialData #DataQuality

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.

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: github.com/Desearch-ai/desea… #Desearch #AISearch #AIAgents

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.

Before building around a topic, read how people discuss it in the wild. Our new Reddit Search demo turns one topic into up to 10 public threads with the subreddit, title, and source link. Try it: reddit-search.demos.desearch… #Desearch #AISearch #AIAgents

A RAG app is only as good as the documents behind it. Give this script a topic and 3 to 5 sub-questions. It keeps the main article text, drops navigation, footers and cookie banners, and splits it into chunks that follow the page's headings. Link on LinkedIn.

Before you pitch, read what they already said about your space. Give this script 10 to 15 investor or fund accounts on X and one topic. You get their public posts on it, newest first, with activity in the last 30 days flagged. Link on LinkedIn.

A short digest of today's news from the web and X, with a link behind every line. This script turns numbered citations into real links and tags older or undated sources. It can post it to Telegram. Link on LinkedIn.

Hundreds of papers land on arXiv every week. Which ones are people actually talking about? This script checks each paper against the public arXiv API for its real title, authors and date, then finds the X conversation around it. Link on LinkedIn.

A good API demo shows more than results. The Desearch Web Search demo makes cost and cache state visible, labels saved examples, and pauses instead of presenting fallback data as live. Try it: web-search.demos.desearch.ai #Desearch #AISearch #AIAgents

Your stars jumped. Which post did it? This script gives you a day-by-day view of the public X posts and web pages that mention your repo. It searches X by repo URL and by name, with Latest and Top passes. Link on LinkedIn.