SN22 x SN111: Bringing Real-Time Search to Content Intelligence Ecosystem

At Desearch (SN22), our mission is simple: make real-time, high-quality information accessible across Bittensor so agents and subnets can think, react, and evolve with fresh data.

Today, we’re excited to announce a new partnership with OneOneOne (SN111) - a subnet focused on understanding, classifying, and verifying user-generated content across the web. As SN111 expands its capabilities and introduces new miner types, our infrastructure will help them deliver more reliable, accurate, and scalable results.

This collaboration brings together two complementary strengths:
Desearch’s decentralized search layer and SN111’s content intelligence and verification workflows.

Together, we’re making real-time data more accessible to miners, validators, and the entire Bittensor ecosystem.

Why OneOneOne Matters

OneOneOne is building an ambitious ecosystem around user-generated content, authenticity, and verification. Their roadmap includes:

• Tweet retrieval and analysis
• Authenticity checks and detection flows
• Multi-source evidence gathering
• Content verification for AI agents
• User-generated content monitoring
• Tools for classification and trust layers

Their goal is clear: turn raw internet activity into structured, actionable intelligence that Bittensor agents can use.

To do that effectively, they need stable, high-coverage, real-time access to data.

That’s where Desearch steps in.

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How Desearch Supports SN111

Over the past weeks, our teams worked closely with OneOneOne to integrate Desearch APIs directly into their validator workflow. Every SN111 validator is now equipped with SN22’s capabilities for:

• Real-time tweet lookups
• X (Twitter) search
• Clean metadata extraction
• Web search results
• Structured JSON responses

This ensures SN111’s classification and verification flow is fast, accurate, and consistent across all their validator nodes.

Desearch as a fallback source for miners

While SN111 miners are free to use their own scrapers, many face reliability issues as platforms change. Desearch now serves as an optional second source - a fallback miners can switch to at any time.

This gives miners:
• Fewer scraper failures
• More consistent data
• Faster onboarding
• An alternative to building custom pipelines

It strengthens both SN111’s operational stability and the miner experience.

Why This Partnership Matters for the Network

1. Stronger, more reliable validators

SN111’s validators now use Desearch to verify posts, check metadata, and ensure consistent classification - improving subnet-wide accuracy.

2. A shared commitment to real-time data

Both subnets prioritize fresh, trustworthy information. Partnering ensures that data classification and data retrieval move forward together.

3. Better tools for builders

Developers building on SN111 can now take advantage of high-quality real-time search via SN22, enabling new applications that combine content verification with live web signals.

4. Infrastructure built for interoperability

Bittensor benefits when subnets share infrastructure instead of duplicating effort. SN22’s search layer now supports SN111’s growth, helping the entire network evolve faster.

Final Thoughts

Our collaboration with OneOneOne is a natural fit, SN111 focuses on understanding the web and, SN22 delivers the real-time data that makes that possible.

By working together, we’re making it easier for agents, miners, and validators to access reliable information - and pushing Bittensor toward a more connected, data-rich future.

This is just the beginning of what’s possible when subnets build with each other instead of building alone.