App competitor analysis for AI stores
App competitor analysis in gaintage shows which competitor apps rank above you in ChatGPT, Claude, Muse and MCP registries, their share of voice in chat suggestions, and what they changed in their listing. Add your competitors once and they appear on every chart next to your app.
monday.com8.7%+1.48.4619227
Metricool3.1%−0.414.616311Compare your share of voice, keyword ranks and listing changes against every competitor. gaintage logs every change a competitor makes to their listing, with the date.
Share of voice in chat
How often each app is suggested for a topic, as a share of all suggestions.
Competitor ranks
Each competitor's position by keyword and by category, next to yours.
Listing change log
Every change a competitor makes to its name, description, starter prompts or category, with the date.
Share of voice shows your app's share of all ChatGPT suggestions for the prompts you track.
Share of voice is how often ChatGPT suggests your app out of all app suggestions for the prompts you track. It equals your suggestions divided by all app suggestions for those prompts. Share of voice comes from tracking prompts in AI prompt tracking.
Add competitors and start comparing in three steps. You see competitor data alongside your own on every chart.
- 01
We suggest competitors from your category and your prompts.
- 02
Confirm them or add your own.
- 03
See their rank moves and listing changes next to yours each week.
gaintage surfaces new competitors as they start ranking for your keywords. New apps arrive every week.
Claude added 118 connectors in July 2026 and 112 in August. The official MCP Registry added 3,886 servers in September 2026 alone. gaintage flags each new app that starts to rank for your keywords.
Then find the keywords they rank for and you don't. The app keyword gap lists them by win chance.
Frequently asked questions.
Do you see competitors' installs?
No. Competitor installs are not public. We show ranks, chat suggestions and public listing data.
How do you find competitors?
We look at the apps in your categories and the apps suggested for your prompts. You can add any app by hand.
Is competitor data on every plan?
Growth includes part of it and Enterprise includes all of it. Starter does not include it.
Related features. Use them with competitor analysis.
- App keyword gap
Keywords your competitors rank for that you don't.
- AI prompt tracking
Which user questions and conversation topics make the assistant suggest your app.
- App ranking tracker
Daily position for each keyword in ChatGPT, Claude and MCP registries.
Weighing tools? Compare gaintage with other tools side by side.
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