Do App Store keyword research from Claude
Ask Claude what people type before they find apps like yours. MetaRun reads App Store autocomplete, checks where you rank in each storefront, tracks the keywords you pick, and lints the keyword field before you stage a change.
Setup checked October 2026 against Claude custom connectors
Connect Claude once
01 · Add a custom connector
In Claude, open Customize, then Connectors, and choose Add custom connector. Name it MetaRun and paste the server URL:
https://metarun.dev/api/mcp02 · Connect
Click Connect. Claude opens MetaRun in your browser to sign in; pick read-only or read and change.
03 · Team and Enterprise
An Owner adds the connector once under Organization settings, Connectors. Each member then clicks Connect and signs in to their own MetaRun account.
What Claude handles here
Apple doesn't publish search volume. The signals you do have are autocomplete suggestions, where you rank today, which apps hold the top spots, and, once enabled, Apple's own search impression reports for your app.
MetaRun turns those into tools. Claude can research terms, track them, check ranks on demand, and write keyword fields that fit in 100 characters without repeating what your name already covers.
Before you start
- Seed terms that describe your app.
- The storefronts you care about.
- For measured search data: an Admin key, once, to enable Apple's analytics reports.
How it runs
- 01
Research
Claude expands seed terms with autocomplete and checks who ranks for them.
- 02
Pick and track
Tracked keywords are checked on a schedule by MetaRun's rank Sentinel, which reports moves of five places or more and entries into the top ten.
- 03
Write the field
The agent drafts keywords and the lint checks them before the localization preview stages the change.
- 04
Measure
With search analytics enabled, Apple's own impression and conversion data shows whether the change moved anything.
An example session in Claude
What keywords should my app target?
- aso_suggest_keywordsAutocomplete for 'habit' in the US storefront.
- aso_keyword_leadersThe apps holding the top five spots for each candidate.
- aso_track_keywords15 terms tracked in the US and UK.
- aso_lint_metadataKeyword field: two words repeat the subtitle.
- apple_preview_set_version_localizationPreview: English (U.S.) keywords, 99 of 100 characters.
- Claude asks before running apple_apply_set_version_localization. You read the preview above and approve.
- apple_apply_set_version_localizationApplied.
Illustrative: your apps, versions and numbers will differ. The tool names and their order are real.
The MetaRun tools Claude calls
| Tool | What it does |
|---|---|
| aso_suggest_keywordsread | App Store autocomplete for a seed term in a storefront. |
| aso_check_rankread | Where the app ranks for a term right now. |
| aso_track_keywordsMetaRun | Track terms over time, per storefront. |
| aso_keyword_historyread | Rank history for a tracked term. |
| aso_keyword_leadersread | Which apps hold the top spots for a term. |
| aso_lint_metadataread | Rulebook check: wasted characters, repeats, limits. |
| aso_get_search_performanceread | Apple's measured search impressions and conversion, once reports are enabled. |
| aso_scan_rivalsMetaRun | What changed in competitors' listings since the last scan. |
Each preview has an apply twin (the same name with apply instead of preview) that only runs with the confirm token from a fresh preview, and refuses if App Store Connect changed in between. MetaRun tools save to your MetaRun workspace only (studio projects, tracked keywords), never to Apple.
What Apple enforces, and how MetaRun handles it
The keyword field is 100 characters
Commas count. Spaces after commas are wasted, and words in your name or subtitle are already indexed, so repeating them spends characters for nothing.
Ranks differ per storefront
A term can rank 4th in the US and 60th in the UK. MetaRun tracks and checks per storefront.
Search analytics take a day or two
Apple's analytics reports need a one-time request with an Admin key, and the first reports arrive one to two days later.
Extra languages add keyword room
Storefronts index more than one listing language. The US indexes nine besides English (U.S.), each with its own keyword field.
What to ask Claude
- Ask Claude: What keywords should my app target?
- Ask Claude: How do I rank for 'meal planner' right now?
- Ask Claude: Is my keyword field wasting characters?
How Claude asks before a change
Claude asks before it calls a connector's tool unless you've set that tool to always allow. Keep MetaRun's apply tools on ask: that's the moment you see the change and decide, and it needs the confirm token from a fresh preview either way.
Frequently asked questions
Does MetaRun show keyword search volume?
No, because Apple doesn't publish it and any number would be an estimate. MetaRun uses autocomplete, live ranks, who holds the top spots, and Apple's own impression data for your app once enabled.
How often are tracked keywords checked?
The rank Sentinel scans tracked keywords on a schedule and records findings such as moves of five or more places. Claude can also check any term on demand.
Can Claude change my keywords directly?
It stages the change through the same localization preview as any listing edit. You approve it, and it's in your history if you want it back.
How many keywords can I track?
25 on Starter, 200 on Pro, unlimited on Studio, and 10 during the 14-day trial.
How do I connect Claude to App Store Connect?
In Claude, open Customize, Connectors, Add custom connector, paste https://metarun.dev/api/mcp and click Connect to sign in to MetaRun. After that, ask for "aso keywords" in plain words and Claude picks the MetaRun tools.
Does Claude see my App Store Connect key?
No. Your App Store Connect API key stays envelope-encrypted on MetaRun's servers and is decrypted per request. Claude holds a MetaRun token that you can revoke in Settings at any time.
More with Claude
Claude
Localize your listing
Name, subtitle, keywords and description in every App Store language, limits checked.
OpenClaude
Reply to reviews
Triage App Store reviews, find the themes, and post replies you've approved.
OpenClaude
Screenshots
Design, caption, translate and upload App Store screenshots from a prompt.
OpenClaude
Release notes
Write What's New from your changelog and stage it in every language.
OpenASO keywords with another agent
In depth: ASO rank tracking
Agent access
14-day free trial with agent access. No credit card. Your Apple key stays encrypted on MetaRun.