Mobile scraping services

Unlock the mission-critical data locked within the world's leading mobile apps. DoubleData provides specialized, scalable, and fully managed mobile app scraping services, delivering the actionable intelligence your enterprise needs for a decisive advantage in the mobile-first economy.

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We scrape data from over 5 000 sources

Challenges (we solve) that lead teams to dedicated mobile app scraping providers

Scraping mobile apps is much harder than websites. You have to defeat private APIs and advanced security that requires a rare skill set most engineering teams don’t have. Trying it yourself is a direct path to wasted resources and delayed projects. When internal data isn't enough, here are the key struggles we solve:

Select your department to see how we transform data into your strategic asset:

PROBLEM

Frequent API changes and ongoing reverse engineering needs

Your data engineers are pros at what they do. They wrangle your data warehouse, build solid ETLs, and work magic with Python and SQL. They aren't mobile reverse engineers. The first attempt to scrape an app in-house goes great, until it doesn't. A silent app update, a new auth token, or sudden certificate pinning, and your pipeline is dead. It always breaks overnight. Now you're the one telling stakeholders their critical data feed just... stopped. It’s a draining, constant battle you can’t win.


SOLUTION

We keep the data flowing

Our dedicated team of mobile security and reverse engineering specialists constantly monitors target app updates. We guarantee data delivery continuity within a strict SLA, taking on the entire burden of adapting to changes in private APIs, authentication methods, and response structures. You focus on data analysis; we handle the acquisition.


Continuous Monitoring: We track every app update to prevent your data pipeline from breaking.

Authentication & Security: We handle all complexities like certificate pinning and token rotation.

Guaranteed SLA: Rely on a 99.5% uptime SLA for consistent, uninterrupted data delivery.

PROBLEM

Gaps in infrastructure scaling & mobile fingerprinting know-how

Getting data from one phone in your office is one thing. Getting it reliably from twenty different countries is another. Mobile apps are built to sniff out and block emulators, rooted devices, and cheap proxies. The cost and complexity of building a real mobile device farm or a clean residential proxy network is insane, and it has nothing to do with your actual business. It’s the classic build vs. buy, but in this case, "build" is a guaranteed money pit.


SOLUTION

Access to a global, enterprise-grade Mobile Proxy Network

We provide access to hundreds of thousands of real mobile IPs from top-tier carriers in over 150 countries. Our platform manages advanced device fingerprinting, user-agent rotation, and session handling to ensure your requests are indistinguishable from real user traffic, without any changes to your infrastructure.

Global Mobile IPs: Use real carrier IPs from any country to bypass geo-restrictions.

Advanced Fingerprinting: Our platform manages device properties to avoid detection and blocks.

Zero Infrastructure Cost: Scale your data collection globally without building or buying any hardware.

PROBLEM

Lack of structure and consistency in raw data

Even if your team gets a 200 OK and a JSON payload, the celebration is short-lived. What you have is a raw, nested, undocumented mess. That's not an asset. It’s a new full-time job for an engineer who now has to parse, clean, and validate that stream of garbage before it can even touch your data warehouse. And every time the app updates, your parser will probably break, too.

SOLUTION

You get clean, analysis-ready data

We don't just hand you a raw output. We deliver fully parsed, cleaned, and structured data according to a pre-defined, stable schema. You get analysis-ready data in your chosen format (JSON, CSV, Parquet) delivered directly to your cloud storage (S3, GCS) or warehouse via native connectors (Snowflake, BigQuery).


Structured & Clean: Receive fully parsed data that's ready for your warehouse, no cleaning needed.

Stable Schema: We maintain a consistent data schema, even when the source app's API changes.

Native Connectors: Deliver data directly into your stack, including Snowflake, BigQuery, and S3.

PROBLEM

Legal risk, security and GDPR compliance

As a manager, you own the risk. Scraping mobile apps in-house is a compliance nightmare waiting to happen. Are you absolutely sure you're not violating a ToS in a way that opens you up to a lawsuit? What's your process for making sure you don't accidentally grab a user's PII? You need a partner who shields you from this, not one that creates more risk.

SOLUTION

Security and compliance by design

We operate on a foundation of ethical data acquisition, targeting only publicly available information. Our standard process includes PII scrubbing and data anonymization to ensure GDPR compliance. All data is encrypted in transit (TLS 1.3) and at rest (AES-256), and we provide full documentation for your legal and compliance teams.

GDPR Compliant: Our process includes automatic PII scrubbing and data anonymization.

End-to-End Encryption: Data is secured in transit with TLS 1.3 and at rest with AES-256.

Legal Transparency: We provide clear documentation and partner with your legal team for compliance.

PROBLEM

Frequent API changes and ongoing reverse engineering needs

Your data engineers are pros at what they do. They wrangle your data warehouse, build solid ETLs, and work magic with Python and SQL. They aren't mobile reverse engineers. The first attempt to scrape an app in-house goes great, until it doesn't. A silent app update, a new auth token, or sudden certificate pinning, and your pipeline is dead. It always breaks overnight. Now you're the one telling stakeholders their critical data feed just... stopped. It’s a draining, constant battle you can’t win.


SOLUTION

We keep the data flowing

Our dedicated team of mobile security and reverse engineering specialists constantly monitors target app updates. We guarantee data delivery continuity within a strict SLA, taking on the entire burden of adapting to changes in private APIs, authentication methods, and response structures. You focus on data analysis; we handle the acquisition.


Continuous Monitoring: We track every app update to prevent your data pipeline from breaking.

Authentication & Security: We handle all complexities like certificate pinning and token rotation.

Guaranteed SLA: Rely on a 99.5% uptime SLA for consistent, uninterrupted data delivery.

USE CASES

Explore our capabilities across industries, and teams

Filter success stories by vertical, use case, or department to find the scenarios that match your needs. Learn how enterprises leverage our custom scraping, matching, and infrastructure to solve their toughest data problems.
COMPARISON

Key sources for acquiring mobile data

Getting data from mobile apps isn't a one-size-fits-all problem. The right approach depends entirely on your team's resources, budget, and data quality requirements. This table breaks down the real-world trade-offs between building in-house, using tools, and partnering with a dedicated service.

Dedicated Scraping Services

In-House Scraping Team

API-based Scraping

No-Code / Low-Code Tools

Off-the-Shelf Datasets

Total Cost of Ownership (TCO)💲💲💲💲
High
💲💲💲💲💲
Very High
💲💲💲
Medium
💲💲
Low
💲
Very Low
Internal Team Workload🟢🟢
Low
🔴🔴🔴🔴🔴
Very High
🔴🔴🔴🔴
High
🟡🟡🟡
Medium
🟢
Very Low
Reliability & Guarantees (SLA)⭐⭐⭐⭐⭐
Very High
⭐⭐⭐
Medium
⭐⭐⭐⭐
High

Very Low
N/A
Scalability & Performance⭐⭐⭐⭐⭐
Very High
⭐⭐⭐⭐
High
⭐⭐⭐⭐
High
⭐⭐
Low
N/A
Time-to-Value⭐⭐⭐
Medium

Very Low
⭐⭐⭐⭐
High
⭐⭐⭐⭐⭐
Very High
⭐⭐⭐⭐⭐
Very High
Ideal ForEnterprises focused on high-volume data outcomes, not operations.Enterprises requiring total process ownership.Developers & tech companies.Non-developers, marketers, & startups.Users needing instant, standard datasets.
Data Quality & Accuracy⭐⭐⭐⭐⭐
Very High
⭐⭐⭐⭐
High
⭐⭐⭐
Medium
⭐⭐
Low
⭐⭐⭐
Medium
Support & Partnership⭐⭐⭐⭐⭐
Very High
N/A⭐⭐
Low

Very Low

Very Low
Legal & ComplianceRisks imposed on data providerFull responsibility for legal aspectsFull responsibility for legal aspectsFull responsibility for legal aspectsRisks imposed on 3rd party
ADVANTAGES

The advantage of mobile app scraping services

Our mobile app data extraction service accesses information your competitors only show inside their apps. Track app-only prices and promotions to get a complete market view with actionable competitor intelligence.
Compliant with Supervision
Authority cloud requirements
Qualified outsourcing partner
under strict regulations
Data Security Management
ISO/IEC 27001

See the "App-Only" market

See what your competitors are only doing inside their apps. We track app-only prices, hidden promotions, and in-app product placement so you can act on the complete market picture.

Get data that’s ready to use

We deliver clean, structured data that’s ready to use instantly. It feeds directly into your CRM, BI tools, and data warehouse, freeing your engineers from all ETL and data cleaning work.

Outsource the technical complexity

We handle the entire technical headache: reverse-engineering private APIs, managing device emulators, and bypassing blocks. This is a fully managed service, not a tool that creates more work for your team.

Guaranteed delivery & security

We navigate the complexities of app terms of service and legal rules like GDPR, absorbing the risk for you. Your data delivery is guaranteed by our SLA, ensuring a stable, secure source for your strategic decisions.

Get your free data audit now

Identify gaps and optimize your web & mobile data pipeline. It's completely free and without obligation. Fill out the form below and our team will reach out to schedule your audit.

PROCESS

From strategy to delivery: How we work

We believe in total transparency. This is our complete process for ensuring your project is executed with precision, covering everything from initial analysis and data validation to secure delivery and proactive maintenance.

1

Strategy & Data scoping

We start by defining your business goals and precise data requirements, mapping the target mobile apps and user journeys to identify key data points.

2

Infrastructure & Proxy setup

We deploy a dedicated infrastructure of mobile emulators and configure specialized mobile proxies (4G/5G) to ensure reliable, undetectable access for data collection.

3

Reverse engineering & data extraction

Our engineers reverse-engineer the app’s private APIs to build custom collectors for scalable and efficient data extraction at its source.

4

Data parsing & structuring

Raw API responses (e.g., JSON) are automatically parsed and transformed. This data structuring process creates a clean, unified schema ready for analysis.

5

ML-powered data matching

Using ML algorithms, we perform precise data matching, linking product or user IDs from the app with your internal systems for a unified view.

6

Optional: Manual data enrichment

For maximum precision, our analysts can perform manual data enrichment by categorizing promotions from screenshots or analyzing user sentiment.

7

Rigorous data validation & QA

Every dataset undergoes a strict data validation and Quality Assurance (QA) process, combining automated checks with expert verification to guarantee accuracy.

8

Secure data delivery & integration

We ensure secure and timely data delivery in your required format (API, Parquet, JSON) and handle the data integration with your tech stack (e.g., Snowflake, BigQuery).

9

Optional: Data visualization & insights

We can transform the data into actionable insights with custom data visualization in dashboards and reports to accelerate your decision-making.

10

Proactive pipeline monitoring

We provide constant data pipeline monitoring for app updates and security changes, proactively maintaining collectors to ensure an uninterrupted flow of information.

99.93%
Data Accuracy
We rigorously cross-check every dataset across multiple sources to ensure entity-level precision. No duplicates, no mismatches - just clean, usable data.
15B+
Data Points Extracted
Our infrastructure handles massive data volume. From granular app content to multi-layered e-commerce listings - at true enterprise-grade scale.
99.89%
System Uptime
Data flows shouldn't stop when your market moves. Our pipelines are designed for high availability, constant monitoring, and instant recovery.
4.2TB+
Processed Monthly
We process and normalize terabytes of structured data every month, optimizing for schema consistency, transformation accuracy, and downstream usability.
FAQ

Frequently Asked Questions

Here you'll find answers to the most common questions about our mobile app scraping services, covering everything from technical implementation and legal compliance to the specific business outcomes we deliver for sales, marketing, and pricing teams.

Choose Department

  • We built our delivery system around flexibility. Our goal is to get analysis-ready data directly into your environment with minimal effort from your team. We offer three primary integration methods:

    - Direct-to-Warehouse: We use pre-configured connectors for major cloud warehouses (Snowflake, BigQuery, Redshift, etc.). After a one-time setup, data is automatically loaded into your specified tables on a set schedule, matching your schema.
    - Dedicated REST API (Pull): We provide a fully documented, secure REST API, allowing your systems to pull data on demand. We guarantee endpoint stability and API versioning, so changes on our end never break your workflows.
    - Webhooks (Push): For near real-time scenarios, we can configure webhooks to proactively send new or updated data (as a JSON payload) to your specified URL the moment it’s available.

  • Our entire platform is designed for the unstable environment of mobile apps. Our approach to reliability rests on three pillars:

    - Automated Monitoring: Our systems provide 24/7 monitoring not just for scraper health, but for data integrity. Alerts are triggered instantly by any anomaly, like empty fields, a change in data format, or a sudden drop in volume.
    - Dedicated Maintenance Team: Every client and target app is assigned a dedicated engineering team that responds to alerts immediately. If an app update breaks a scraper, our internal goal is to begin remediation within 60 minutes.
    - Contractual Guarantee (SLA): Our agreements include a clearly defined Service Level Agreement (SLA) with a 99.5% data availability guarantee. We also define the maximum Time to Resolution based on data criticality. Failure to meet the SLA results in financial penalties.

  • We treat legal and compliance issues with the utmost seriousness. Our methodology is designed to mitigate risk and protect our clients.

    - Public Data Focus: We exclusively scrape data that is publicly available to any user of the application. We do not circumvent paywalls or access personally identifiable information (PII) that is not public.
    - Legal Assessment: Before starting any project, we conduct a thorough review of the application’s Terms of Service (ToS) to assess risk and tailor our data collection strategy accordingly.
    - Advanced Technical Infrastructure: We use a sophisticated, distributed network of residential and mobile proxies combined with advanced device emulation. This allows us to mimic real user behavior, minimizing the risk of detection and protecting our clients’ anonymity. We own and manage this infrastructure, giving us full control over security.

  • Yes. Our cloud-native infrastructure was designed from the ground up to handle massive fluctuations in workload.

    - Horizontal Scalability: Our proxy network and scraper instances can be scaled up or down automatically based on demand. Adding 10 more apps or moving from daily to hourly frequency is a standard operational task for us, not a technical challenge.
    - Transparent Pricing Model: Our pricing reflects your scale of operations. You'll know the cost of adding a new app or increasing frequency upfront. We offer volume discounts, so your unit cost decreases as your needs grow.
    - Guaranteed Performance: Each scraper runs in an isolated environment. This means increased load on one project will never impact the performance of another. We guarantee the same performance parameters regardless of your scale.

  • Our pricing model is straightforward: a monthly fee for maintenance and monitoring per app, plus a fee for data volume. This structure delivers predictable costs and is typically 40-60% lower than the TCO of an in-house solution, all while freeing your best engineers to focus on strategic initiatives.

Turn the mobile app "black box" into competitive intelligence

Our dedicated mobile app data extraction services deliver clean, structured data from any iOS or Android application, creating a cohesive data strategy and strengthening your market position.


Extracting data from mobile apps isn't just collecting records. It’s your path to:

Streamlined operations
Optimized resource allocation
Sharper insights & quicker actions
Maximized value from your analytical initiatives
A true 360° view of your market, including the crucial 'app-only' dimension
Compliant and ethical data acquisition, navigating app store policies and GDPR

Need an NDA first? Just mention it in the form - we’re happy to sign.