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MiroFish vs Pipeline

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 Pipeline
Detail MiroFishPipeline logo Pipeline
What it doesA simple and universal swarm intelligence engine AI agent team for B2B outbound with native LinkedIn automation
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelFreemium Paid
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%. Founding 50 seats: $99/month locked for life. After founding cohort fills: $149/month. Pure BYOK model with no credits or usage markup. Provider costs (typically $20-$60/month) paid directly to providers.
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
  • Five-agent team (Strategist, GTM Engineer, Reply Agent, SDR Agent, GTM Lead)
  • Hosted MCP server for external agents
  • Pipeline-gtm CLI for coding agents
  • REST API with OpenAPI specification
  • Data enrichment tables
  • Buying-signal tracking
  • 285 documented API operations
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
  • Pure BYOK model with no usage credits or markups
  • One workspace contract across CLI, MCP, SDK, and REST
  • Deterministic operations that never invoke AI
  • Done-for-you service with transparent operator-led execution
Community votes00
DR (Domain Rating by Ahrefs)56 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)50
Citation Flow (Majestic)3010
Referring domains (Majestic)1604

5 details filled in for both companies.

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