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Search2o vs Cognumi

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 Cognumi
DetailSearch2o logo Search2oCognumi logo Cognumi
What it doesA platform to build, run, and use AI microagents through search AI-native managed operations for service businesses
StageMVP Not given
FoundedNot given Not given
Based inUS GB
Pricing modelFree trial Paid
PricingThe 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. Setup fee: £350–£500 (one-time). Monthly retainer from £750/month: Essentials plan £750/month for one managed workflow; Growth plan £1,200/month for multiple workflows; Advanced plan £2,000+/month for full operations coverage.
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
  • Capture enquiries from website, email, chat, or WhatsApp 24/7
  • Respond to common questions using approved business information
  • Qualify leads by collecting customer details and identifying intent, urgency, and service fit
  • Apply human oversight to uncertain, sensitive, or high-value cases
  • Execute actions including booking, routing, follow-ups, and document collection
  • Deliver ready-to-act lead summaries with all details structured for immediate handover
  • Automated appointment booking and callback routing
  • Review management and automated review request campaigns
  • Client intake and automated document collection
  • Weekly workflow performance review and continuous improvement
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
  • Managed service, not software — we run the workflow and bear operational responsibility, not you
  • Human-in-the-loop by design with automatic escalation of sensitive and regulated enquiries
  • Outcome-based pricing reflects value delivered, not features or hours
  • Start with a focused pilot — prove value with one workflow before expanding
  • Approved knowledge base ensures AI responds only from verified business information, no AI guessing
Community votes00
DR (Domain Rating by Ahrefs)2 −1 (down) since last checkNot checked yet −1 (down) since last check
Trust Flow (Majestic)05
Citation Flow (Majestic)2419
Referring domains (Majestic)128

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