AI visibility for apps: ChatGPT, Claude and Muse
gaintage tracks your AI visibility for apps across ChatGPT, Claude and Muse. It shows your rank in the ChatGPT Plugin Directory, Claude's connector directory, Muse, Meta AI and MCP registries, and how often each assistant suggests your app for the prompts your buyers type. You get three numbers: a visibility score, your position in each store, and your share of voice against competitor apps.
This is a different job from website AI visibility, which tools like Profound and Peec AI measure. It is also different from mobile-app mentions in AI answers, which AppTweak measures. gaintage is built for ranking and visibility of apps inside AI app stores.
AI assistants show your app to users in three places gaintage tracks all three for ChatGPT, Claude and Muse.
Named in answers
A user asks for a tool, and the assistant lists your app in its reply.
Ranked in AI app stores
Your position when users search or browse categories in the ChatGPT Plugin Directory, Claude's directory, Muse or an MCP registry.
Picked in the chat
ChatGPT's plugin picker and Claude's connector suggestions offer your app in the middle of a conversation.
Set up AI visibility tracking for your app in four steps These four steps take you from your first keyword to your first listing fix.
- 01
Add your app.
Pick the stores where it is listed: ChatGPT, Claude, Muse, Meta AI or an MCP registry.
- 02
Add your keywords.
Add store keywords (what users type in directory search) and chat keywords (the prompts buyers type to an assistant). Each chat keyword gets an intent tag.
- 03
gaintage runs each prompt many times a day.
Answers change from one run to the next, so one run proves nothing.
- 04
Read your results and fix the listing.
See your score, store positions and competitors for each keyword, then change the listing fields that hold you back.
See which chats surface your app with AI prompt tracking.
gaintage tracks six metrics for every app across AI stores
Store keyword rank
Your position for each search term in each AI app store. Watch your daily position with the app ranking tracker.
Category rank
Where you sit in each directory category, week by week, in app category rankings.
Chat keywords
How often each assistant suggests you for a prompt, grouped by user intent.
Share of voice
Your share of suggestions against each competitor, as a competitor benchmark. Compare competitors prompt by prompt with app competitor analysis.
Listing fixes
A list of changes to your name, description and prompts, ranked by impact. It also shows the keyword gap between you and competitors. See app listing optimization.
MCP server and API
Ask for your ranks and competitors from Claude or Cursor with the ASO MCP server, or pull the same data into your own reports through the API.
gaintage, GEO tools and AppTweak each track different AI surfaces Website tools measure AI answers; gaintage measures AI answers and the AI app stores where your app is listed.
| What it measures | GEO tools (Profound, Peec AI) | Mobile-app AI visibility (AppTweak) | gaintage |
|---|---|---|---|
| Surface tracked | Web answers | Answers about mobile apps | Answers and AI app stores |
| Store search rank | No | No | Yes |
| Category rank | No | No | Yes |
| Plugin picker and connector suggestions | No | No | Yes |
| Citations and sources | Yes | Yes | — |
| App Store and Google Play | No | Yes | No |
Data checked 3 October 2026.
Tracking mobile apps already? Compare gaintage vs AppTweak side by side.
Ask these six questions before you pick an AI visibility tool The answers separate tools built for AI app stores from tools built for websites.
Does it track the stores your app is in?
If your app is a ChatGPT plugin or a Claude connector, the tool must read those directories, not only chat answers.
Does it run each prompt many times?
One answer is luck, so look for a tool that repeats each prompt and reports a share of runs.
Does it show competitors by prompt?
You need to see which app the assistant picked instead of you, for each prompt.
Does it say what to change in the listing?
A score helps only when it comes with a list of fixes for your name, description and prompts.
Can you pull the data by API or MCP?
Your team should be able to send the data to reports, or ask for it from inside Claude.
Can you see the price before you sign up?
A public price lets you compare tools fast. gaintage starts at $29 a month.
The AI app stores hold thousands of apps and are growing fast These counts come from public data pulled in October 2026.
- Claude connectors in the public list
- 734
- ChatGPT plugins counted by a third-party tracker
- 5,027
- New servers in the official MCP Registry in September 2026
- 3,886
More apps in each store means more competitors for each prompt, which makes app discovery harder.
gaintage is for teams with an app in ChatGPT, Claude, Muse or MCP
gaintage is for SaaS teams, developers and brands with a ChatGPT plugin, a Claude connector, a Muse connector or an MCP server. If your app lives inside an assistant, you need to know where it ranks and how often it gets picked. Shipping to OpenAI? Learn how to rank your plugin in ChatGPT. Listed in Claude? Start with Claude connector optimization. Browse all use cases to see how gaintage helps across platforms.
gaintage is not for a website that only wants mentions in AI answers. Need mentions for a website? Compare alternatives to Profound. It is also not for mobile apps that only care about the App Store and Google Play.
Frequently asked questions
What is AI visibility?
AI visibility is how often an AI assistant names, suggests or ranks you when a user asks for help. For apps, it covers chat answers and the app stores inside ChatGPT, Claude, Muse and Meta AI.
How can I check my AI visibility?
Type the prompts your buyers use and count how often the assistant names you over many runs. Check your score now with the free AI visibility checker, no signup.
Is Google visibility the same as AI visibility?
No. Google ranks web pages for a search. An assistant writes one answer and may suggest an app or plugin, so you can rank first on Google and still be missing from the answer.
How do I get AI to recommend my app?
Write a listing that names the tasks your app does, in the words users type. Write clear tool descriptions, earn mentions on pages assistants read, and track which prompts suggest you so you can fix the gaps. An audit of your listing is a good first step.
Is there an AI visibility rank tracker for apps?
Yes. gaintage tracks your app's rank in ChatGPT, Claude, Muse, Meta AI and MCP registries, plus how often each assistant suggests it in chats.
Why does ChatGPT suggest a different app each time?
Answers change from run to run, and they depend on the chat, the user's linked apps and the tool details. gaintage repeats each prompt many times and reports the share of runs that name you.