DATASETS / LIVE
App Intelligence · 6,000,000+ apps × 155 countries · iOS + Android Top charts · all categories · daily refresh · 30+ countries on hourly Per-app metrics · downloads · revenue · MAU/DAU · rating · review velocity · publisher ASO intelligence · keyword rankings · search-suggest · screenshot A-B-test diffs · description history Reviews + sentiment · multilingual · version-correlated · star-distribution time series App Intelligence · 6,000,000+ apps × 155 countries · iOS + Android Top charts · all categories · daily refresh · 30+ countries on hourly Per-app metrics · downloads · revenue · MAU/DAU · rating · review velocity · publisher
Dataset / Mobile App Intelligence

App Store + Mobile Intelligence 6M+ apps · 155 countries

Apple App Store + Google Play across 155 countries and every category. Rankings, downloads, revenue, ASO keyword position, screenshot + description A-B-test diffs, review velocity by version, publisher portfolios. CSV+Parquet + API. Daily refresh on top charts, hourly on watched apps. Pricing on request — send your app list + countries, quote in 24h.

app_intel_finance_de.csv · row 1 of 4,200
app_id: "com.n26.android" store: "google_play", country: "DE" publisher: "N26 GmbH" category: "finance" rank_today: 8 // up from 12 yesterday downloads_est_30d: 420000 mau_est: 3800000 revenue_est_30d_eur: 285000 rating: 4.32 // 134K reviews review_velocity_7d: 412 // new reviews/week aso_keywords_top10: 47 // keywords ranking top 10 screenshot_change_30d: true // new hero screen captured_at: "2026-05-20T04:18Z"
Coverage

Both stores. Every country worth covering.

Apple App Store + Google Play across 155 countries × all 30+ categories × all chart positions (Top Free / Paid / Grossing). Long-tail apps available on request. Daily refresh on top charts globally, hourly refresh on watched apps. Multilingual review extraction and sentiment grading.

Apps tracked
6,000,000+
~4.2M Android · ~1.8M iOS · all categories · publisher-keyed
Country coverage
155
All Apple + Google country stores · localized titles + descriptions preserved
Daily data points
18M+
Rank updates · download/revenue estimates · review additions · ASO position deltas
Refresh cadence
Daily / Hourly
Top charts daily · watched apps hourly · review stream near-real-time
What's Inside

Five data layers per app

Each app row is a composite of five layers — store metadata, market position, audience scale, content (ASO + screenshots + descriptions), and reviews. Joinable on app_id + country + date for time-series analysis.

📱 Store Metadata

app_idbundle_idpublishercategorypriceIAP tiersversionsizelast_update

📊 Market Position

top-free ranktop-paid ranktop-grossing rankcategory ranksubcategory ranktrending velocity

👥 Audience Scale

downloads_estMAU estDAU estrevenue_estARPU estinstall velocity

🎯 ASO + Content

keyword rankingssearch-suggest positionscreenshot historydescription diffsicon changesvideo preview

⭐ Reviews + Sentiment

star distributionreview velocityaspect sentimentversion correlationdeveloper response %multilingual

🏢 Publisher Portfolio

all apps by publishertotal downloadstotal revenueportfolio diversitygrowth trajectory

📈 Time-series Deltas

rank moves D-1/W-1/M-1downloads deltarevenue deltarating driftversion-release impact

🔔 Signal Alerts

rank breakoutscreenshot redesignprice changeIAP changenegative-review spikeversion-uptake
Schema

Every column an ASO or M&A team would use

Two related tables: app_metrics (one row per app × country × day) + reviews (one row per review, joinable on app_id). Plus a publisher_portfolio rollup. Schema designed to drop into your data warehouse — fact-table-ready.

idapp_idAcumix internal
strbundle_idcom.x.app / 1234567890
enumstoreapp_store / google_play
strcountryISO-2 country store
strapp_namelocalized title
strapp_name_encanonical EN
strpublisherpublisher entity
strcategorystore category
strsubcategorymore granular
strpriceUSD / EUR / local
jsoniap_tiersin-app purchase prices
strversioncurrent version
intsize_mbapp size
tslast_updatelast release
intrank_top_freeoverall
intrank_top_paidoverall
intrank_top_grossingoverall
intrank_categorycategory
intrank_delta_1dvs yesterday
intrank_delta_30dvs 30d ago
intdownloads_est_30dmonthly est
intdownloads_est_totallifetime est
intmau_estmonthly active
intdau_estdaily active
intrevenue_est_30dmonthly est
floatarpu_estper user
floatrating1-5 stars
intreview_counttotal reviews
intreview_velocity_7dnew/week
jsonstar_distribution5/4/3/2/1 split
intaso_kw_top10kws ranking top 10
jsonaso_keywordskw + rank list
jsonscreenshot_urlslist w/ change-detect
boolscreenshot_change_30dvisual A-B test
booldescription_change_30dcopy A-B test
strpublisher_idportfolio join key
intpublisher_app_countportfolio size
datedateday of snapshot
tscaptured_atUTC timestamp
Sample Data

CSV preview · 5 real apps across 5 markets

Real rows. Free 500-app unredacted sample for any country/category combination — just specify the slice.

# DE · Google Play · Finance · neobank · top 10
{"app_id":"com.n26.android","store":"google_play","country":"DE",
 "app_name":"N26 — Bank von heute","publisher":"N26 GmbH","category":"finance",
 "rank_category":8,"rank_delta_1d":4,"downloads_est_30d":420000,
 "mau_est":3800000,"revenue_est_30d_eur":285000,
 "rating":4.32,"review_count":134000,"review_velocity_7d":412,
 "aso_kw_top10":47,"screenshot_change_30d":true}

# UAE · App Store · Food & Drink · regional delivery
{"app_id":"id1170564289","store":"app_store","country":"AE",
 "app_name":"Talabat: Food & Grocery","publisher":"Talabat General Trading",
 "category":"food_drink","rank_top_free":3,"rank_top_grossing":2,
 "downloads_est_30d":2800000,"revenue_est_30d_aed":14200000,
 "rating":4.78,"review_count":2140000}

# US · Google Play · Photography · viral breakout (rank up 142 in 7d)
{"app_id":"co.lumalabs.dream","store":"google_play","country":"US",
 "app_name":"Luma Dream Machine","publisher":"Luma AI Inc",
 "category":"photography","rank_top_free":42,"rank_delta_7d":142,
 "downloads_est_30d":1200000,"review_velocity_7d":8400,
 "signal":"rank_breakout"}

# UK · App Store · Productivity · enterprise-tier
{"app_id":"id1306005959","store":"app_store","country":"GB",
 "app_name":"Notion - notes, projects, AI","publisher":"Notion Labs, Inc",
 "category":"productivity","rank_category":12,
 "downloads_est_30d":340000,"mau_est":9200000,
 "rating":4.61,"description_change_30d":true // AI feature promo added}

# BR · Google Play · Music · growth-stage local
{"app_id":"br.com.deezer.mobile","store":"google_play","country":"BR",
 "app_name":"Deezer: Música e podcasts","publisher":"Deezer Mobile",
 "category":"music_audio","rank_top_grossing":5,
 "mau_est":4100000,"revenue_est_30d_brl":8400000,
 "aspect_sentiment":{"audio_quality":0.81,"price":-0.42}}
Use Cases

Who buys this and why

Six proven buyer segments. The pattern is the same: filter the 6M-app universe to your competitive set or watchlist, get pinged when something material happens.

01 / MOBILE PUBLISHERS

Competitive intelligence

"All Finance apps in DE/FR/UK ranking top-100 with their downloads + revenue + ASO position" — your weekly competitor scorecard for product + growth teams.

02 / ASO AGENCIES

Keyword + creative tracking

Keyword rank tracking across portfolio clients · screenshot + description A-B-test detection on competitors · cross-country search-suggest position changes for white-label client reports.

03 / AD NETWORKS

Inventory + LTV pricing

For mobile DSPs: which apps drive monetizable inventory in which countries · revenue-per-install benchmarks · genre-by-country pricing tables for media-planning teams.

04 / VC / GROWTH PE

Due diligence + sourcing

Pre-investment: validate any app/publisher's actual download & revenue trajectory. Source: identify rank-breakout apps in target categories before they raise their next round.

05 / M&A ADVISORS

Acquisition pricing

Independent valuation for app M&A. Per-publisher portfolio downloads + revenue trajectory + cohort retention proxies. Standard inputs for any mobile-app deal model.

06 / EQUITY RESEARCH

Tickerized app intel

For public-co analysts covering Meta · Spotify · Netflix · Tinder · DraftKings · Uber · Lyft · Snap: weekly app-level downloads + revenue + DAU/MAU as alt-data signals into earnings models.

Pricing

Three tiers. Quote in 24h.

Pricing is per use-case — number of apps tracked, country footprint, refresh cadence, signal-alert volume, license scope. Send your watchlist + countries + use-case; we send a written quote within one business day. Free 500-app unredacted sample on first contact.

Tier 01 / Watchlist
100 apps · 10 countries · monthly
Request quote

Track up to 100 apps across 10 country stores with monthly snapshot + weekly signal alerts. For ASO agency client reporting, competitor scorecards, or growth-team weekly reviews.

  • 100 apps × 10 countries · iOS + Android
  • Full schema · monthly snapshot + weekly delta
  • Webhook on rank breakout + screenshot change
  • CSV + Parquet · 24-72h initial delivery
  • Custom app additions on request
Request Quote →
Tier 03 / Enterprise
Full universe · daily · annual
Request quote

All 6M+ apps × 155 countries × daily refresh. For mobile-data platforms, ad networks, M&A advisors, and equity research desks. Lookup API + bulk delivery + signal stream + white-label terms available.

  • All 6M+ apps · 155 countries · iOS + Android
  • Daily refresh + hourly on top-1K per country
  • Lookup API + Snowflake share + S3 + Kafka
  • Custom modeling on request (LTV / cohort / retention)
  • License covers SaaS resale + derivative signals
Talk to us →
Honest Caveats

What you're actually buying

Three things to know before you wire this to your competitive-intel stack.

Downloads & revenue are MODELED
Not actual transaction data

Apple and Google do not publish per-app downloads or revenue. Our estimates are a regression model trained on disclosed ARR / DAU benchmarks + rank position + chart velocity. Calibrated quarterly against publicly disclosed numbers (10-K, app conference talks). Typical error band ±25%. The rank + review velocity data is direct-observed, not modeled.

Coverage depth
Top 50K per market is gold

Coverage is rock-solid for the top 50,000 apps per country per category — daily refresh, full schema, low staleness. Long-tail (apps below top-50K rank) is available but with weaker download estimates and weekly-not-daily refresh. Per-country coverage tier shipped in the README.

ASO + review parsing
LLM-graded, source kept

Review aspect-sentiment (price / UX / performance / support) is graded by LLM with stability cross-check. Original review text always shipped alongside the graded score so you can re-grade with your own model. Multilingual reviews (40+ languages) auto-translated and tagged.

6M+ apps × 155 countries.
Send a watchlist — quote in 24h.

Tell us the apps + countries + use-case. We send back a 500-app unredacted sample within 24h plus a written quote on whichever tier fits.

Request Free Sample