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Shipfound vs Celest

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 Celest
DetailShipfound logo ShipfoundCelest logo Celest
What it doesYour coding agent ships features. Shipfound makes it ship customers. One place to understand and operate AI agents across Microsoft
StageStartup Not given
FoundedNot given Not given
Based inNot given US
Pricing modelFreemium Free
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
  • Agent Estate Review: read-only review connecting fragmented agent ownership, capability, usage, cost, and risk records
  • Helpdesk Triage: AI ticket triage for SharePoint service desks with operator approval
  • Agent Workbench: open, refine, and export Microsoft 365 Copilot agent packages
  • 30/60/90-day operating plan generation
  • Source-backed inventory with identity, ownership and authority tracking
  • Review trails for accountability
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
  • Connects fragmented Microsoft records into one accountable operating picture
  • Makes agent workforce explicit and operable within two weeks
  • Operator retains final authority over all changes
  • Evidence-backed decision trails throughout the platform
Community votes00
DR (Domain Rating by Ahrefs)5 no change since last check16 no change since last check
Trust Flow (Majestic)107
Citation Flow (Majestic)2826
Referring domains (Majestic)2188

4 details filled in for both companies.

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