App Developer Lead Scraper — 6 app stores

Find the companies behind apps — with their website, email and phone — so you can reach out to them. Covers Google Play, the Apple App Store, the Chrome Web Store, Firefox Add-ons, the Microsoft Store and the VS Code Marketplace. No login, no API key, no coding.

$0.004 per lead ($4 / 1,000).

Not just another email scraper

Most "app email scrapers" do one store and dump a list of addresses. This one is a full prospecting pipeline across six stores, with lead scoring and CRM-ready exports built in.

	Typical email scraper	App Developer Lead Scraper
Stores covered	Google Play only	Google Play + App Store + Chrome + Firefox + Microsoft Store + VS Code
Company + website	sometimes	✅ every lead
Email	raw list	✅ + bestEmail, corporate vs free, named vs role, MX-verified
Phone	❌	✅ where published
Lead score / priority	❌	✅ leadScore 0–100 + hot/warm/cool/cold, sorted hottest-first
App activity signal	❌	✅ active / aging / abandoned (skip dead apps)
Dedupe by company	❌	✅ one row per company, apps grouped, across stores
Quality filters	❌	✅ installs, rating, dev size, has-email, no-website
Tech stack + socials	❌	✅ Premium (Shopify, Stripe, LinkedIn, X, …)
Ready outreach line	❌	✅ outreachIcebreaker
CRM export	CSV dump	✅ flat CSV + Contacts dataset view

If you sell to app makers — SDKs, dev tools, design/marketing agencies, monetization, QA, localization — this finds and qualifies them in one run.

How to use it (3 steps)

1. Pick a store — Google Play, App Store, Chrome Web Store, Firefox Add-ons, Microsoft Store, VS Code Marketplace, both mobile stores, or all of them. (Google Play and Firefox publish the most emails directly.)
2. Type what apps you want — words like meditation, crm, invoicing. Add as many as you like.
3. Choose how many apps per word, then click Start.

That's it. You get a clean list: company, website, email, phone, rating, installs and more — ready to download as Excel, CSV or JSON.

Example

{
  "store": "all",
  "keywords": ["meditation", "habit tracker"],
  "maxAppsPerQuery": 50
}

Everything else is optional — the defaults work out of the box.

What you get for each company

Company name, website, email(s), phone, app rating, install count, category, ads / in-app-purchase signals, last-updated date, a LinkedIn search link, and the store page link. If a company makes several apps, they're grouped into one row.

Lead qualifiers & enrichment

On top of the core contact fields, the Actor can add:

• leadScore (0–100) + leadTier (hot/warm/cool/cold) + reasons — results are sorted hottest-first so sales can work the best prospects first.
• emailType (corporate vs free) and emailValid (MX-verified domain).
• emailRole (personal named mailbox vs generic role like info@) and bestEmail — the single best contact to import into a CRM.
• activityStatus (active / aging / abandoned) + monthsSinceUpdate — how actively the app is maintained. Active developers reply more; filter with onlyActiveApps.
• outreachIcebreaker (optional) — a ready, personalized opening line for cold email/DM, built from the app name, installs and rating.
• companySize (indie / small / mid / large / enterprise) from installs.
• installs / installsInt — Google Play install count.
• phone — developer phone from the Google Play contact block.
• containsAds / hasInAppPurchases — monetization signals.
• developerAppCount — how many apps the studio has published.
• techStack — tech / marketing tools on the developer's site.
• socials (premium) — LinkedIn/Twitter/Facebook/Instagram/etc.
• linkedinSearchUrl — one-click LinkedIn company lookup.

Filters (only pay for leads that match)

minInstalls, minRating, minDeveloperApps, companySize, requireEmail, onlyWithoutWebsite. Skipped leads are never charged.

More reach

countries (multi-country discovery) and includeSimilarApps pull more unique companies from a single keyword. dedupeAcrossRuns remembers what you already got so daily runs never repeat a company.

Plans

	Basic — $4 / 1,000	Premium — $8 / 1,000
Company, website, email, phone	✅	✅
Installs, rating, category	✅	✅
Ads / in-app-purchase signals	✅	✅
Website tech stack (Shopify, Next.js, Stripe…)	—	✅
Social profiles (LinkedIn, Twitter/X, Facebook, Instagram, YouTube, TikTok, GitHub)	—	✅
Extra emails scraped from the website	—	✅
Developer app count (studio size)	—	✅
LinkedIn company link	✅	✅

Set "tier": "premium" to turn it on. Premium auto-enables all enrichment, so you don't need to toggle the advanced options yourself.

Inputs

Field	Description
store	googleplay, appstore, chrome, firefox, msstore, vscode, both (mobile), or all (every store)
keywords	Words describing the apps you want
maxAppsPerQuery	How many apps per word (start at 50, up to 1000)
discoverBy	keyword (default) or category
keywords	Search terms (keyword mode)
categories	Category names (category mode): games, finance, productivity, business, health-fitness, social-networking, …
country	Two-letter store code (us, gb, de, …)
maxAppsPerQuery	Target apps to collect per keyword/category (1–1000). For keywords, the Actor expands the term and multiplexes across store countries to get well past the store's ~30/query search cap (one keyword can yield ~900 apps).
requireEmail	Skip apps with no discoverable email (not charged)
onlyWithoutWebsite	Keep only app makers without a website — ideal if you sell web design and want prospects who still need a site
outputFields	all, contacts (email/phone/socials), email only, or phone only
flatOutput	Flatten nested data into simple columns for clean CSV/Excel
dedupeByCompany	One row per company, no duplicate rows (default on)
dedupeByCompany	Merge all apps from one developer into a single lead with an apps[] array (cleaner for CRM). Default on.
addLinkedin	Add a linkedinSearchUrl (company search by domain)
developerAppCount	Count the developer's other apps (studio-size signal)
detectTech	Visit the developer's site and detect its tech / marketing stack
appStoreFindEmail	Auto-find a contact email for App Store apps from their website (default on). Apple doesn't publish emails directly.
includeWebsiteEmails	Also scrape the developer's site for emails (slower, more coverage)
maxConcurrency	Parallel requests

Lead qualifiers & enrichment

On top of the core contact fields, the Actor can add:

• installs / installsInt — Google Play install count (lead size).
• phone — developer phone from the Google Play contact block.
• containsAds / hasInAppPurchases — monetization signals.
• developerAppCount — how many apps the studio has published.
• techStack — tech / marketing tools on the developer's site (e.g. Shopify, Next.js, React, HubSpot, Stripe, Segment, GA, FB Pixel).
• linkedinSearchUrl — one-click LinkedIn company lookup.
• One lead per company (default) — apps from the same developer are merged into one record with apps[], appCount, stores[], totalInstalls.

Output (one row per app/developer)

{
  "store": "googleplay",
  "appId": "com.getsomeheadspace.android",
  "appName": "Headspace: Sleep & Meditate",
  "company": "Headspace for Meditation, Mindfulness",
  "website": "https://headspace.com",
  "websiteDomain": "headspace.com",
  "email": "help@headspace.com",
  "emails": ["help@headspace.com"],
  "phone": "+1 415-237-1054",
  "installs": "50,000,000+",
  "installsInt": 50000000,
  "rating": 4.3,
  "ratingCount": 310245,
  "category": "Health & Fitness",
  "containsAds": false,
  "hasInAppPurchases": true,
  "lastUpdated": "Jun 2, 2026",
  "storeUrl": "https://play.google.com/store/apps/details?id=com.getsomeheadspace.android"
}

Fields per lead:

• Contact — company, website, websiteDomain, email, emails[], phone
• Scale / qualifiers — installs (Google Play), rating, ratingCount, containsAds, hasInAppPurchases, price/isFree
• Listing — category, lastUpdated, storeUrl, developer page
• App Store adds: contentRating, minOsVersion, languages, releaseDate

Install counts and developer phone are available on Google Play. For the App Store, the Actor automatically visits each app's website to find a contact email (appStoreFindEmail, on by default). Some large brands hide email behind contact forms, so App Store email coverage is lower than Google Play.

Where the data comes from

• Google Play publishes a developer contact email on every listing — the strongest source for emails, plus install counts and phone.
• Firefox Add-ons publish the developer homepage and support email directly in the listing — excellent email coverage, no website visit needed.
• Chrome Web Store shows a developer contact email (and often a website) on each extension's page.
• VS Code Marketplace exposes the publisher name, verified website domain and a GitHub link; email is found from the publisher's website. Great for reaching developer-tool companies.
• Apple App Store and Microsoft Store expose the developer company name and website but not an email, so the Actor visits the developer's website to find one automatically (appStoreFindEmail, on by default). Some large brands hide email behind contact forms, so coverage there is lower.

Use cases

• B2B outreach to app & extension publishers — SDK, API, analytics, monetization, push/notification, A/B-testing and crash-reporting vendors selling to mobile and browser-extension developers.
• Agency prospecting — ASO, user-acquisition, mobile design, QA/testing and localization agencies building a pipeline of app-maker clients.
• Developer-tool go-to-market — reach Chrome/Firefox extension publishers and VS Code Marketplace authors (a clean ICP of software companies).
• Market mapping — list every company in a category or keyword across all six stores, with installs, ratings and tech stack.
• Partnership & competitive research — find who builds what, and how to contact them.

FAQ

How is this different from a Google Play email scraper? It covers six stores (Google Play, Apple App Store, Chrome Web Store, Firefox Add-ons, Microsoft Store, VS Code Marketplace), not one — and it scores and de-duplicates leads, finds the best contact email, flags abandoned apps, and exports CRM-ready rows, instead of dumping a raw address list.

Can I get Chrome extension or VS Code developer contacts? Yes. Set store to chrome, firefox, vscode, or all. Extension and dev-tool publishers are a high-value B2B audience that single-store scrapers miss.

Do I get emails for App Store / Microsoft Store apps? Apple and Microsoft don't publish a developer email, only the website. The Actor visits that website to find a contact email automatically (appStoreFindEmail).

Can I import the results straight into a CRM? Yes — use the Contacts dataset view or flatOutput for a clean CSV ready for HubSpot, Pipedrive, Salesforce, Lemlist, Instantly, etc.

Is there an API / Python SDK? Yes — see the Python SDK on GitHub.

Notes

• You are charged per lead returned; skipped/failed apps are not billed.
• Public data only. Use lawfully and in line with each store's terms, anti-spam laws (CAN-SPAM, GDPR, CASL) and the recipient's preferences.