Pricing

from $10.00 / 1,000 app records

App Store Revenue & Download Estimator - iOS and Google Play

Estimate App Store and Google Play downloads and revenue from public signals (rank, rank history, ratings velocity, review deltas). Per-app records, modeled estimate bands, and publisher rollups. For app devs, UA/growth teams, and investors - the gated Sensor Tower/data.ai layer, priced per call.

Pricing

from $10.00 / 1,000 app records

Rating

0.0

(0)

Developer

Seibs.co

Actor stats

Bookmarked

Total users

Monthly active users

7 days ago

Last modified

0.1 - 2026-06-12 - Initial release

Four modes: app_estimate (default), publisher_rollup, top_charts, estimate_monitor.
Apple App Store via the official free iTunes lookup / search / developer endpoints and the marketing RSS top-free / top-paid charts (top-grossing has no v2 feed, so it degrades to top-free + ratings-velocity revenue, verified live 2026-06-12).
Google Play (no official API) via a logged-out public app-page scrape with curl_cffi Chrome impersonation, parsing the ld+json and AF_initDataCallback (ds:5) blobs defensively; any failure becomes a fetch_error and the run continues.
Estimator (src/estimator.py): download bands from Play install buckets, chart-rank power law, ratings velocity, or lifetime ratings count; gross revenue bands for paid apps and category-coefficient IAP/grossing revenue; stated confidence (low/medium/high), a methodology sentence, and caveats on every estimate. All calibration in one cited CALIBRATION dict.
Time-series accuracy: per-app history KVStore (app-estimate-history, capped 90 entries); estimate_monitor writes it, every mode reads it, so estimates tighten on scheduled re-runs.
Cost-control: pre-flight caps, _RunBudget guard (1500s compute cap, low-rev abort, 800-record hard cap), demo-mode soft-fail, hardcoded PPE prices.
Monitor mode (scheduled-run delta digest + Slack webhook), next-actions, and OUTPUT artifacts.
Logged-out, public-data-only posture; firmographic (app/publisher) data, PII minimized. Not affiliated with Apple, Google, Sensor Tower, or data.ai.

App Store Revenue & Download Estimator - MCP Server

seibs.co/mcp-app-store-revenue-estimator

MCP server for app-store-revenue-estimator. AI-agent tools for App Store and Google Play download/revenue estimates, rank history, and publisher rollups. x402 (USDC on Base) and Skyfire agentic-payment ready. For app devs, UA teams, and app investors.

Seibs.co

App Store & Google Play Scraper

dataharvest/app-store-scraper

Scrape app listings and reviews from Google Play and Apple App Store.

Alex v

Google Play Store App Search Scraper

scrapapi/google-play-store-app-search-scraper

ScrapAPI

App Store + Google Play Reviews & ASO Scraper

renzomacar/app-store-scraper

Scrape Apple App Store and Google Play app metadata, ratings, and reviews by country, in one run, with no API key. ASO research, review monitoring, and sentiment data — a pay-per-result Sensor Tower & data.ai alternative.

Renzo Madueno

Google Play Store App Search Scraper

simpleapi/google-play-store-app-search-scraper

Google Play Store App Search Scraper provides clean app data from Play Store search queries. Extract rankings, ratings, install ranges, and app details for competitive research, trend monitoring, and mobile app strategy planning.

SimpleAPI

Google Play Store App Search Scraper

scraply/google-play-store-app-search-scraper

🔎 Google Play Store App Search Scraper extracts app search results with titles, ratings, downloads, pricing & more. ⚡ Fast, reliable data for market research, competitor tracking & SEO insights. 📊 Download now!

Scraply

App Store & Play Store Reviews Scraper

focused_vanguard/appstore-reviews-scraper

Extract app reviews from Apple App Store and Google Play Store with dates, ratings, review text. Export to JSON/CSV/Excel. Multi-country support. Perfect for app developers and product managers.

Focused Vanguard

5.0

App Reviews Scraper - App Store & Google Play

thirdwatch/app-reviews-scraper

Scrape public mobile app reviews from App Store RSS feeds and Google Play public pages. Extract rating, author, title, text, version, date, country, and platform.

Thirdwatch

App Store & Google Play Data Scraper

fascinating_lentil/app-store-google-play-data-scraper

Aggregate non-personal Apple App Store and Google Play app metadata, ratings counts, prices, versions, screenshots, and store URLs for ASO and app-market research.

Md Jakaria Mirza

Google Play Store App Search Scraper

scraper-engine/google-play-store-app-search-scraper

Google Play Store App Search Scraper extracts app results directly from Play Store search pages. Collect app names, developers, ratings, reviews count, installs, and categories. Ideal for market research, ASO analysis, and competitive intelligence workflows.