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Shipfound vs OptScale AI

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

Shipfound compared with OptScale AI
DetailShipfound logo ShipfoundOptScale AI logo OptScale AI
What it doesYour coding agent ships features. Shipfound makes it ship customers. Intelligent AI gateway for cost control, access governance, and data sovereignty across LLM and MCP interactions
StageStartup Established
FoundedNot given 2016
Based inNot given Not given
Pricing modelFreemium Freemium
PricingFree plan with 20 credits monthly and access to one site with 10k events per month. Starter at $29/month with 50 credits. Builder at $59/month with 100 credits. Growth at $99/month with 500 credits. Credit packs available at $19 per 100 credits. Overage: $10 per 500k events. Not given
Key features
  • Daily growth recommendations and automatic PR creation
  • AI visibility checks across 6 engines with 4 runs each
  • Automatic content creation for comparison and answer pages
  • Directory listing automation
  • Reddit and X reply drafting
  • A/B testing with unlimited experiments on Growth plan
  • Attribution tracking from signup to source change
  • App Store listing audit and optimization for iOS apps
  • All changes are pull requests; agent never merges automatically
  • Intelligent gateway with smart routing across LLMs, local models, and MCP servers
  • Role-based access control and department-level billing
  • AI ROI & Impact: connect spending to business outcomes through outcome connectors
  • OpenAI API-compatible drop-in integration with less than 2ms overhead
  • Local model hosting and data residency controls
What makes it different
  • Integrates with your existing Claude Code or Codex subscription; no separate AI costs for the agent's work
  • Every signup traced back to the specific change that caused it
  • Covers full growth funnel from search visibility to conversion to launch platforms
  • Works across multiple tech stacks and for both web and iOS apps
  • Built on 10+ years of FinOps expertise with proven enterprise trust (Airbus, Nokia, T-Systems, DHL, PwC)
  • Sub-2ms gateway overhead with no code changes required via OpenAI API compatibility
Community votes00
DR (Domain Rating by Ahrefs)5 no change since last check15 no change since last check
Trust Flow (Majestic)1014
Citation Flow (Majestic)2825
Referring domains (Majestic)2122

5 details filled in for both companies.

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