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Gumloop vs AppGoat

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

Gumloop compared with AppGoat
DetailGumloop logo GumloopAppGoat logo AppGoat
What it doesThe multiplayer AI agent builder App store intelligence for your AI agent
StageNot given Not given
FoundedNot given Not given
Based inUS DE
Pricing modelFreemium Freemium
PricingFree 14-day trial. Pro plan starts at $37/month with 20,000 monthly credits. Enterprise plan available with custom pricing. 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
  • Browser automation with real browser execution
  • Over 300 native integrations
  • Support for any AI model including frontier and open-source
  • Session recordings with audit logs
  • Human-in-the-loop with secure handoffs
  • Password vault for credential management
  • CAPTCHA handling
  • Agent self-improvement through reflection
  • Detailed spend analytics per model and agent
  • Role-based access control and governance
  • 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
  • Anyone can build agents without coding, not just technical teams
  • Full observability and control over AI spend with credit-based billing
  • Agents run in real browser with full web access and integration capabilities
  • Enterprise-grade security with VPC deployment and data ownership
  • 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)75 no change since last check33 +1 (up) since last check
Trust Flow (Majestic)193
Citation Flow (Majestic)4921
Referring domains (Majestic)42734

6 details filled in for both companies.

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