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MiroFish vs AppGoat

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 AppGoat
Detail MiroFishAppGoat logo AppGoat
What it doesA simple and universal swarm intelligence engine App store intelligence for your AI agent
StageNot given Not given
FoundedNot given Not given
Based inNot given DE
Pricing modelFreemium Freemium
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: 250 credits/month, 25 tracked keywords, 3 watched apps, 1 connected app, US store data. Indie: $27/month or $267/year (2 months free), 10,000 credits/month, 2,500 tracked keywords, 25 watched apps, 3 connected apps, multi-country. Studio: $147/month or $1,467/year (2 months free), 75,000 credi
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
  • Live App Store and Google Play data across 5M+ apps in 175 countries with daily chart and keyword rank updates
  • MCP server integration with Claude, ChatGPT, Cursor and other AI clients
  • Keyword research with ranking difficulty and demand metrics
  • Competitor watchlist with notifications for rank changes and metadata updates
  • AI-enriched review analysis tagged by topic and sentiment
  • Safe write layer with dry runs, diffs and approval flows for all actions
  • REST API with one-header authentication for scripts and CI/CD
  • Free App Audit tool checking title space, keyword opportunities and review issues
  • Apple Ads bid automation with CPI targeting
  • Ready-made playbooks for ASO, reviews, competitor digests and localization
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
  • Works inside your AI agent, not just as a dashboard
  • Your agent acts on data, not just reads it: dry runs with approval required before shipping
  • Pay-per-use pricing with no seat licenses, credits never expire on paid plans
  • Covers both App Store and Google Play with daily data refresh in 175 countries
  • Built for agents and scripts: same tools available as MCP server and REST API
Community votes00
DR (Domain Rating by Ahrefs)56 no change since last check33 +1 (up) since last check
Trust Flow (Majestic)53
Citation Flow (Majestic)3021
Referring domains (Majestic)1604

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