Mines App Store and Google Play data via the Crawlora API — app details, reviews, ratings, store rankings, and similar apps — as clean JSON. Use when the user wants mobile-app reviews, ratings, store charts/rankings, or competitive ASO (app store optimization) research without scraping store pages.
文档
Sonar ASO
试用App Store Optimization data for AI agents via the Sonar API — keyword research with difficulty and popularity scores, app lookup and search, ASO audits, revi...
它能做什么
App Store Optimization data for AI agents via the Sonar API — keyword research with difficulty and popularity scores, app lookup and search, ASO audits, review mining, and revenue estimates for iOS and Android apps. Use when asked about app store keyword research, ASO, app rankings, keyword difficulty or popularity, app reviews analysis, competitor apps, or app revenue estimates on the iOS App Store or Google Play.
技能文档
Sonar — App Store Optimization
Sonar answers app-store questions with real data instead of guesses: how hard a keyword is to rank for, how much search demand it has, what an app's listing is missing, what users complain about in reviews, and roughly what an app earns.
Setup
All calls need an API key in the SONAR_API_KEY environment variable (format aso_...). Get one at https://trysonar.app/developers — new accounts include free credits, no subscription required.
Base URL: https://trysonar.app. Auth header on every request:
curl -s -H "Authorization: Bearer $SONAR_API_KEY" "https://trysonar.app/api/v1/..."
Responses are JSON envelopes: { "data": ... } on success, { "error": { "code", "message" } } on failure. Every response includes X-Credits-Cost and X-Credits-Remaining headers so you can track budget without extra calls.
Core endpoints
Keyword research (the flagship — difficulty 0-100, popularity 0-100, plus ~10 related keyword ideas; costs 10 credits):
curl -s -H "Authorization: Bearer $SONAR_API_KEY" \
"https://trysonar.app/api/v1/keywords/search?q=meditation%20app&store=ios&country=us"
Keyword metrics (difficulty + popularity for keywords you already have; 1 credit per keyword, bulk up to 25 with comma-separated q):
curl -s -H "Authorization: Bearer $SONAR_API_KEY" \
"https://trysonar.app/api/v1/keywords/metrics?q=habit%20tracker,sleep%20tracker&store=ios&country=us"
Autocomplete suggestions (what users actually type; 1 credit):
curl -s -H "Authorization: Bearer $SONAR_API_KEY" \
"https://trysonar.app/api/v1/keywords/suggestions?q=fitness&store=android&country=us"
App lookup (metadata, rating, reviews count, installs on Android; 1 credit). iOS id = numeric track ID, Android id = package name:
curl -s -H "Authorization: Bearer $SONAR_API_KEY" \
"https://trysonar.app/api/v1/apps/lookup?store=android&id=com.spotify.music&country=us"
App search (store search results in ranking order; 1 credit):
curl -s -H "Authorization: Bearer $SONAR_API_KEY" \
"https://trysonar.app/api/v1/apps/search?q=recipe%20app&store=ios&country=us&num=20"
ASO audit score (0-100 with itemized checks on title, subtitle, description, screenshots, ratings; 1 credit):
curl -s -H "Authorization: Bearer $SONAR_API_KEY" \
"https://trysonar.app/api/v1/apps/aso-score?store=ios&id=389801252&country=us"
Extract keywords from a listing (what an app is optimizing for; 1 credit):
curl -s -H "Authorization: Bearer $SONAR_API_KEY" \
"https://trysonar.app/api/v1/apps/extract-keywords?store=ios&id=389801252&country=us"
Reviews (recent reviews with scores; 1 credit):
curl -s -H "Authorization: Bearer $SONAR_API_KEY" \
"https://trysonar.app/api/v1/apps/reviews?store=android&id=com.spotify.music&country=us&num=50"
Revenue estimate (monthly revenue + confidence grade and methodology; 1 credit per app, bulk up to 25 ids):
curl -s -H "Authorization: Bearer $SONAR_API_KEY" \
"https://trysonar.app/api/v1/apps/revenue?store=ios&ids=389801252&country=us"
Working style
- Prefer
keywords/metrics(1 credit/keyword) overkeywords/search(10 credits) when the user already knows which keywords to evaluate —keywords/searchis for discovering NEW keyword ideas. - Difficulty ≤30 with popularity ≥40 is the classic "opportunity keyword" zone for small apps.
- For competitor analysis:
apps/searchto find competitors →apps/extract-keywordson each →keywords/metricson the union. - Bulk endpoints (
keywords/metrics,apps/revenue) accept up to 25 items per call — always batch instead of looping. - Country codes are ISO 3166-1 alpha-2 (
us,gb,de,jp...). Metrics differ per country; ask the user which market they care about if unclear.
MCP alternative
If the agent host supports MCP, the same tools are available natively: npx -y @sonarapp/mcp (stdio) or hosted at https://trysonar.app/mcp (streamable HTTP, Authorization: Bearer aso_...). Docs: https://trysonar.app/docs/mcp
Full plan features
Subscribers (Full plan) also get org-scoped endpoints for persistent tracking — daily rank history, competitor keyword gap analysis, alerts, and a dashboard. See https://trysonar.app/docs/api for the complete reference.
相关技能
When the user wants to audit or optimize an App Store or Google Play listing. Also use when the user mentions 'ASO audit,' 'app store optimization,' 'optimiz...
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Collect and analyze public Apple App Store data
An Apple App Store API alternative on fetcher.sh — pay-per-call in USDC via x402, or prepaid credits with a Bearer key, no Apple Developer Program membership. Use when the user wants to search iOS apps by keyword in any country's storefront, fetch an app's or app bundle's full details, reviews sorted by recent/helpful, apps similar to a given app, search or fetch app bundles, or fetch a developer's app catalog. Also covers iOS app store optimization (ASO) research, competitor app monitoring, localized storefront comparison, and app discovery without Apple Developer Program access.
Beginner-friendly App Store Optimization guide covering keyword research, screenshot design, rating management, and A/B testing for iOS and Android. By @WeiYipei — practical ASO for indie developers and small teams.