Melaya vs Search2o

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

Melaya compared with Search2o
Detail	Melaya	Search2o
What it does	Platform to build and run AI agents across tools, browser, and Android phone with human approval on every action	A platform to build, run, and use AI microagents through search
Stage	MVP	MVP
Founded	2026	Not given
Based in	US	US
Pricing model	Freemium	Free trial
Pricing	Sandbox free, Outpost $20/month, Forge $49/month ($469/year with 20% discount), Bastion $129/month ($1,239/year with 20% discount), Citadel starts at $490/month for enterprise	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.
Key features	Visual builder for multi-agent workflows Support for 8,446+ tools across web, code, data, and operations 111+ subagent templates with 16 prebuilt crews Device Control for Android app automation Browser Control for web automation Human-in-the-loop approval on every consequential action Support for multiple AI models including Claude, GPT, Gemini, and local models MCP Server integration with Claude, ChatGPT, and Cursor Full replay and audit logs for every run Per-workflow RAG with vector and static context	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
What makes it different	Human approval on every consequential action enforced by platform No API integrations needed for Android and web automation	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
Community votes	0	0
DR (Domain Rating by Ahrefs)	28 +1 (up) since last check	2 −1 (down) since last check
Trust Flow (Majestic)	21	0
Citation Flow (Majestic)	27	24
Referring domains (Majestic)	121	12

7 details filled in for both companies.

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