AppGoat vs StellarFirm

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

AppGoat compared with StellarFirm
Detail	AppGoat	StellarFirm
What it does	App store intelligence for your AI agent	AI Agents that take on the work, from plan to finished result
Stage	Not given	Not given
Founded	Not given	Not given
Based in	DE	GR
Pricing model	Freemium	Not given
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	Alpha is free with free credits for new accounts. Credit packs available: 1,000 credits, 5,000 credits, 20,000 credits. Plans coming soon.
Key features	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	Approval system for all outputs before publishing Cloud-based workspace accessible from browser Desktop application for Mac and Windows Slack integration for assistant communication
What makes it different	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	Human approval required for all outputs that publish or spend money Agents hand work to each other automatically Agents work continuously even when you sleep Choice of cloud hosting or local machine execution
Community votes	0	0
DR (Domain Rating by Ahrefs)	33 +1 (up) since last check	29 +1 (up) since last check
Trust Flow (Majestic)	3	5
Citation Flow (Majestic)	21	38
Referring domains (Majestic)	4	12

5 details filled in for both companies.

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