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imho.run vs Pipeline

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

imho.run compared with Pipeline
Detailimho.run logo imho.runPipeline logo Pipeline
What it doesFree Steam game recommender that ranks games against your library and what players are saying in reviews AI agent team for B2B outbound with native LinkedIn automation
StageStartup Not given
Founded2025 Not given
Based inNot given Not given
Pricing modelFree Paid
PricingNot given 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
  • Collaborative filtering recommendation algorithms
  • Review-mined vibe graph with 129,000+ edges
  • Steam Deck compatibility filtering
  • Hidden gem discovery
  • No login required for anchor mode
  • Daily catalogue refresh from Steam APIs
  • Transparency with reasons behind each recommendation
  • Analyzes 18 million+ player libraries
  • 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
  • Recommendation rankings based on what you actually play, not popularity
  • No ads, sponsors, or revenue-based ranking
  • Built by a single independent developer with no investors
  • Gameplay vibes extracted from actual player reviews
  • Private data handling with no personal data sales
  • 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)1 +1 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)2010
Referring domains (Majestic)94

4 details filled in for both companies.

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