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MiroFish vs Yellow.ai

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

MiroFish compared with Yellow.ai
Detail MiroFishYellow.ai logo Yellow.ai
What it doesA simple and universal swarm intelligence engine Enterprise AI agents for customer and employee experience automation
StageNot given Established
FoundedNot given 2016
Based inNot given US
Pricing modelFreemium Contact for pricing
PricingStarter: $7.50/month (monthly) or $9/month (annual); Pro: $15.83/month (monthly) or $19/month (annual); Premium: $40.83/month (monthly) or $49/month (annual). Annual plans save 17%. Free plan: 500 monthly chat sessions included, then $0.99 per resolution, with 1 AI agent, limited channels and features. Enterprise plan: Unlimited agents, sessions and channels (35+), plus 150+ integrations and all features. Custom pricing available.
Key features
  • Upload PDF, Markdown, and text documents to seed simulations
  • Convert source material into ontology and graph structure
  • Run parallel simulations with up to 1 million agents per run
  • Generate prediction reports with key risks and confidence signals
  • Deep interaction through ReportAgent or direct character interviews
  • Dual-surface simulation across Twitter and Reddit style channels
  • Follow-up questions in the same workspace for continued analysis
  • Build executable scenarios for public opinion, market, policy, and narrative use cases
  • AI Agent Builder 2.0 for creating enterprise-ready agents in minutes
  • Multi-channel support including voice, chat, email and SMS
  • Conversational Knowledge Base with agentic RAG
  • AI Copilot for testing, debugging and optimization
  • Automated testing to ship reliable AI agents
  • 150+ pre-built integrations with enterprise systems
  • Multi-LLM architecture supporting 15+ LLMs
  • Advanced analytics for AI agent optimization
  • Enterprise security with HIPAA, ISO 27001, SOC 2 Type II and PCI-DSS compliance
  • Agent Assist and Safe AI for human-AI collaboration
What makes it different
  • Inspectable AI forecasts treated as exploratory hypotheses before operational decisions
  • Review simulations before upload with the Forecast Explorer gallery
  • Graph-native simulation that exposes actor incentives, narrative spread, and reaction chains
  • Templates and guides for recurring scenario types like crises and product launches
  • Keeps judgment with humans on scenario boundaries and high-stakes operating calls
  • Agentic AI that thinks, acts and resolves autonomously across complex scenarios
  • No vendor lock-in with flexible multi-LLM architecture
  • Omnichannel orchestration maintaining full conversational context
  • Deploy in minutes with natural language prompts and low-code builder
  • Trusted by 650+ global brands with proven ROI and cost savings
Community votes00
DR (Domain Rating by Ahrefs)56 no change since last check74 no change since last check
Trust Flow (Majestic)517
Citation Flow (Majestic)3046
Referring domains (Majestic)1602209

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