We extract Android application packages, version histories, cryptographic signatures, architectures, and changelogs from APKMirror. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake.
Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.
Complete list of extractable fields for App Metadata objects from apkmirror.com. All fields typed and schema-versioned.
"app_name": "WhatsApp Messenger", "developer": "WhatsApp LLC", "category": "Communication", "latest_version": "2.23.18.79", "total_versions": 4192, "play_store_link": "com.whatsapp"
| # | app_id | app_name | developer | category | total_versions | latest_version |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Version Releases objects from apkmirror.com. All fields typed and schema-versioned.
"version_string": "2.23.18.79 beta", "release_date": "2023-09-12", "is_beta": true, "min_android_version": "Android 5.0+", "target_android_version": "Android 13", "variants_count": 4
| # | version_string | release_date | is_beta | min_android_version | target_android_version | variants_count |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for APK Variants objects from apkmirror.com. All fields typed and schema-versioned.
"architecture": "arm64-v8a", "dpi": "nodpi", "file_size_bytes": 84592102, "md5_hash": "d41d8cd98f00b204e9800998ecf8427e", "sha256_hash": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", "min_android": "Android 5.0+"
| # | variant_id | version_string | architecture | min_android | dpi | file_size_bytes |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Cryptographic Signatures objects from apkmirror.com. All fields typed and schema-versioned.
"apk_hash": "e3b0c44298fc", "signature_v1": true, "signature_v2": true, "certificate_fingerprint": "38:A0:F7:D5:05:FE:18:FE:C6:4F:66:C3:6C:5A:5C:A0", "issuer": "WhatsApp LLC", "valid_from": "2010-08-30"
| # | apk_hash | signature_v1 | signature_v2 | signature_v3 | certificate_fingerprint | issuer |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Developer Profiles objects from apkmirror.com. All fields typed and schema-versioned.
"developer_name": "Google LLC", "total_apps": 142, "total_uploads": 84921, "verified_badge": true, "website_url": "https://about.google", "recent_upload_date": "2023-10-24"
| # | developer_id | developer_name | developer_url | total_apps | total_uploads | recent_upload_date |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our APKMirror scraper handles every layer of the platform: developer catalogues, nested version histories, cryptographic signatures, and variant mapping, with Cloudflare circumvention built in.
Extract full taxonomy of developers and their applications, including total upload counts and verified status.
Capture historical releases, beta branches, and alpha builds for any app, spanning years of upload data.
Map specific architectures, DPIs, and Android target SDKs to their respective file variants.
Scrape MD5, SHA1, and SHA256 hashes for security validation and integrity checking.
Extract release notes and changelog text across sequential version updates.
Log APK signature schemes v1/v2/v3 and certificate fingerprints for authenticity verification.
Detect new APK uploads within minutes of publication via scheduled streaming modes.
Bypass advanced anti-bot protections using residential proxies and TLS fingerprinting.
Resolve dynamic download tokens for automated file retrieval workflows.
Brief in. Clean data out.
Provide app package names, developer URLs, or category targets. We design the extraction schema together.
We configure Scrapy crawlers, Cloudflare bypass logic, proxy rotation, and session management.
Schema validation, hash integrity checks, and variant mapping verification before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
APKMirror employs aggressive Cloudflare protection and complex variant nesting. Here is how we maintain stable extraction.
APKMirror uses strict Cloudflare rules. We utilise residential proxies and TLS fingerprinting to bypass WAF challenges without triggering bot mitigations.
Apps are split into multiple variants based on CPU architecture and DPI. We recursively traverse these nested pages to map every variant back to its parent version.
We validate scraped MD5, SHA1, and SHA256 strings against expected cryptographic formats to ensure zero truncation or corruption in the data payload.
We maintain a state index of known APK variants. Subsequent crawls only emit records for newly uploaded APK variants, reducing downstream processing load.
Deep historical crawls trigger rate limits. We distribute request timing across multiple IP pools to maintain steady throughput during full catalogue extractions.
Ingest APK hashes and signatures to update threat intelligence databases and verify app integrity.
Track competitor release velocity, beta testing phases, and changelog feature rollouts.
Maintain internal repositories of historical APK version metadata for compatibility testing reference.
Correlate architecture and DPI requirements with specific hardware configurations.
Monitor developer uploads for anomalous signature changes indicating potential compromise.
Analyse app update frequencies and beta-to-stable cycle times across different categories.
"APKMirror holds the most comprehensive historical archive of Android application packages, but navigating its variant structure requires purpose-built infrastructure."
Most teams underestimate the complexity of scraping APKMirror. Beyond the aggressive Cloudflare protection, the site relies on heavily nested variant pages categorised by architecture, DPI, and Android API levels. DataFlirt manages the proxy rotation, session handling, and schema normalisation so your engineers receive clean metadata.
Everything supported by our apkmirror.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.
Open-source tooling on proven cloud infra — no vendor lock-in, full observability.
Scrapy handles crawl orchestration. Playwright manages JavaScript execution and Cloudflare challenge resolution.
ISP-grade residential IPs rotated per request to bypass WAF and rate limits without triggering blocklists.
Pipelines run on AWS ECS. Airflow handles scheduling and dependency management. Postgres stores state.
Data delivered to where your team already works — no new tooling required.
About apkmirror.com scraping, legality, and pipeline operations.
Ask us directly →Public metadata extraction is generally permissible. We do not bypass authentication or extract copyrighted binaries without consent. Clients should consult legal counsel for specific use cases.
No. We extract the metadata, version histories, hashes, and variant structures. We do not download or store the underlying binary files.
We utilise TLS fingerprint spoofing, residential proxies, and Playwright for challenge resolution to maintain stable extraction rates.
Yes. Pipelines can be configured to monitor specific developer profile URLs for new uploads on a defined cadence.
Streaming pipelines can detect new APK uploads within 15 to 30 minutes of publication on the platform.
Yes. We can crawl the complete pagination history for any given application to build a full version archive.
Yes. The pipeline captures release channels and flags pre-release variants accordingly.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a historical archive of Android app metadata or real-time alerts for new version uploads, we scope, build, and operate the pipeline. Tell us what you need.
