Search2o vs PerpBrain

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Search2o compared with PerpBrain
Detail	Search2o	PerpBrain
What it does	A platform to build, run, and use AI microagents through search	Verified, guarded Hyperliquid route for AI agents with hashed receipts and keyless access
Stage	MVP	Startup
Founded	Not given	2026
Based in	US	Not given
Pricing model	Free trial	Freemium
Pricing	The agent server is free and source available with no license fee. Search2o Cloud is free during the beta period. Production pricing will include a platform fee, developer fee, storage fee, and usage fee with no per-user charges. Paid service planned for January 2027.	Free: SDK, MCP server, simulator, receipts, paper trading. Live orders: 0.01% on volume up to $5M/month, 0.005% above $5M/month (founding testers pay 0% on first $1M/month until 28 Feb 2027). Examples: $500k volume $50/month (standard) or $0 (founding tester); $5M volume $500/month (standard) or $40
Key features	Built-in agent discovery and multi-agent conversations Agent framework to define and publish agents Encrypted conversations and memories by default Multi-user access with four roles plus service accounts Human-in-the-loop controls for critical actions Stateless horizontally scalable architecture Environment profiles for dev and prod Source available server and UI	Hashed receipts anyone can re-verify Full cost pricing before trade execution Keyless access with no custody Owner-set limits on leverage and order size Paper trading and simulation Real order-book depth pricing MCP server protocol support TypeScript and Python SDKs
What makes it different	Search that retrieves and runs AI workflows instead of matching documents Agents that combine deterministic workflows with LLM-driven reasoning Hybrid cloud architecture requiring only stateless servers in your environment No per-user licensing, pay only for developers, storage and usage Enterprise-grade reliability and security standards	Receipts are hashed and anyone can re-verify them independently Costs priced before the trade based on real order-book depth No keys, accounts or custody required for research and simulation Owner-set limits that agents cannot raise Free and MIT-licensed with competitive builder fees
Community votes	0	0
DR (Domain Rating by Ahrefs)	2 −1 (down) since last check	Not checked yet no change since last check
Trust Flow (Majestic)	0	0
Citation Flow (Majestic)	24	11
Referring domains (Majestic)	12	1

6 details filled in for both companies.

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