How do you handle data delivery and integration?

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.

How do you guarantee data uptime and quality when apps are constantly updated?

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.

How do you address the legal and compliance risks of scraping?

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.

Is your architecture ready to scale with our needs?

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.

How does the TCO of your service compare to building our own solution?

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.

How do you ensure compliance with GDPR and mobile app terms of service?

Our foundation: 100% legal and reputational safety We understand that compliance is non-negotiable. Our process is built on a foundation of legal and reputational safety for your business. We strictly extract publicly available business information (e.g., company names, addresses, services, prices) and never process personal data as defined by GDPR. Our legal team reviews every project against app Terms of Service to ensure our methods are fully compliant. We operate as a secure data processor, effectively shielding you from risk.

What are your guarantees on data quality and lead duplication?

Our guarantee: high-quality, unique leads Your team's time is too valuable to waste on bad data. We guarantee data quality through a multi-stage validation process, backed by SLA. Our proprietary deduplication algorithm cross-references key data points to ensure every lead delivered to your CRM is unique. We work with you to set the ideal data refresh frequency, so your team is always working with the most current market information.

How does your service translate into real sales KPIs? Can you show me a case study?

We don't sell data. We drive revenue. , Our goal is to deliver a clear and compelling ROI. Here is a typical result from a client in the Food Delivery industry after just three months of using our mobile app data: + 40% Increase in Qualified Sales Pipeline by accessing a complete database of restaurants not yet on their platform. + 85% Reduction in Lead Research Time, allowing their sales team to focus exclusively on selling instead of manual prospecting. + 15% Increase in Conversion Rate by using competitor pricing and menu data to create more effective sales pitches. We would be happy to build a custom ROI simulation for your specific business case.

What does the CRM integration process look like and how much IT involvement is needed?

Fast, effortless integration with your CRM Our integration process is designed to be fast and require minimal effort from your IT team. We provide several "plug-and-play" options: Native Connectors for major CRMs like Salesforce and HubSpot. A simple REST API that can be easily connected to any system. A fully managed integration where our technical team handles the entire setup for you. In 90% of cases, we have a fully automated data flow running directly into a client's CRM in less than 5 business days, with near-zero involvement required from their IT department.

How do you handle app updates and extract complex, interactive data?

Uninterrupted lead flow, guaranteed We understand that mobile scraping is complex, and a broken scraper means a dead lead pipeline. Our SLA guarantees a maximum 24-hour response time to any app update to ensure your data flow is continuous. Furthermore, our technology simulates real user interactions. We can navigate menus, apply filters, and click through multiple screens to extract the deep, valuable data you need, not just surface-level information.

How do you turn raw pricing data into actionable insights for my team?

We deliver actionable intelligence, not just data. We understand that raw data is a problem, not a solution. Our service is designed as a competitive intelligence engine, not just a data scraper. You receive insights, not just numbers. Our system automatically tags and compares competitor pricing plans on a feature-by-feature basis. Instead of a CSV file, you get automated alerts via Slack or email that look like this: "Alert: Competitor ABC just raised their Premium plan by 10% but added an XYZ integration. This is an opportunity to win their price-sensitive customers." We focus on delivering ready-to-use insights that drive immediate action.

How does your service fit into our existing sales and BI workflows?

Seamless integration with your tech stack Our solution is built for integration, not isolation. We ensure our data flows directly into the tools your teams already use every day. For your Sales Team: We provide dedicated API endpoints that plug directly into your CRM (Salesforce, HubSpot, etc.). A sales rep can see a competitor's live, up-to-the-minute offer directly on a customer's card during a negotiation, without ever leaving the CRM. For your Analysts: We offer native connectors for Power BI and Tableau. This allows your team to instantly blend our market data with your internal sales data to measure the direct impact of competitor price changes on your own conversion rates.

How do you guarantee geo-specific accuracy for different countries?

We see exactly what your local customers see This is critical. Our infrastructure uses a distributed network of real mobile proxies, not datacenter servers. This allows us to make requests from local, residential IPs in any country you operate in, whether it's Germany, Poland, or the Czech Republic. We see the exact same geo-targeted prices, currencies, and promotions that a real user in Berlin or Prague sees. We use advanced device fingerprinting and masking techniques to bypass anti-bot mechanisms, ensuring our data accuracy is consistently at 99.9%.

Can you monitor changes in product features, not just the price?

Yes. We track the "value war", not just the price war. We know that price without context is meaningless. Our algorithms don't just read numbers; they parse and structure the entire pricing screen, including feature lists, usage limits, and descriptions. Our system versions this data and alerts you to any change whether it's the price itself or a subtle shift in wording like a competitor changing their "Standard" plan from "up to 10 reports" to "unlimited reports." This allows you to respond strategically to changes in value, which are often more important than price alone.

What is the ROI, and do you offer strategic support beyond the API?

We are your revenue optimization partner Our goal is your success. Beyond the technology, your subscription includes a dedicated Customer Success Manager who acts as an extension of your analytics team. Quarterly, they will deliver a market trends report, helping you identify optimal price points and spot which features are becoming market standards. We will work with you to define and track concrete KPIs, such as "increase margin on Product X by 2% with better price positioning" or "reduce sales decision time by 15%." Our success is measured by your success.

How do you deal with constant app updates to ensure my data flow isn't interrupted?

Uninterrupted data, no matter what We have a dedicated team that proactively monitors our clients' target apps. For us, updates are a normal part of the job, not an emergency. We guarantee data continuity in our contract (SLA) and take full responsibility for all technical adjustments. You never have to worry about it.

Can you track prices and promotions that are only available in the mobile app?

Yes, we specialize in "App-Only" deals. That's a key part of our service. We are experts at identifying and separately reporting on "app-only" promotions and pricing. This gives you the complete picture of your competitor's strategy, including the tactics that are completely invisible from a web browser.

How is the data delivered? Will I get ready-to-use alerts and reports?

You get actionable insights, not raw data files Our goal is to give you information you can act on immediately. Our standard service includes personalized alerts (via email or Slack) for critical events like competitor price drops or out-of-stock (OOS) issues, along with clean, easy-to-read reports. We provide a fully managed analytical service, not a DIY tool.

How do you ensure your process is compliant with app Terms of Service and GDPR?

Our process is 100% compliant and safe. Our process is fully compliant by design. We only scrape publicly available data, simulating the behavior of a normal app user. We do not log into accounts or process any personal data. Our legal team regularly reviews the terms of major platforms to ensure complete legal safety for you and for us.

Does your service differentiate between iOS and Android, or different countries?

Absolutely. We track both OS and location. We monitor data from both iOS and Android separately, because we know that prices, rankings, and promotions can differ between them. Furthermore, we can simulate traffic from any geographic location you need, allowing you to check regional pricing or product availability in your international market

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.

Talk to an expertUnlock the power of data

Book A Session

In-app capture

on device

Pasta Fresca · 4.7
Sushi Bar · 4.5
Green Bowl · 4.8
Taco Loco · 4.4
Bao House · 4.6
Pasta Fresca · 4.7
Sushi Bar · 4.5
Green Bowl · 4.8
Taco Loco · 4.4
Bao House · 4.6

app: iOS 18 · build 412
venues: streamed
schema: normalised

We scrape data from over 5 000 sources

CHALLENGES

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.

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.

Airline Route & Network Analysis

Unlock critical insights for Airline Route & Network Analysis in the Airlines sector. Our managed data scraping and matching service delivers precise, real-time competitive intelligence, enabling superior strategy. Book a demo today.

Pack Size Matrix & Unit Pricing

Gain competitive edge with precise Pack Size Matrix & Unit Pricing data for FMCG. Our managed service provides clean, reliable insights for smarter strategies. Book a demo today.

Fee Delivery Tracking for the Food Delivery Industry

Gain a competitive edge with our expert fee delivery tracking service. We provide accurate, real-time data to help you optimize pricing and protect margins. Book a demo.

Exclusive vs. Shared Content

Master audiobook content strategy. Our managed data service tracks Exclusive vs. Shared Content, providing precise, real-time insights for competitive advantage. Book a demo today.

Event Gap Analysis (Missing Content)

Identify missing content with Event Gap Analysis for Ticketing. Our managed data scraping delivers precise, clean competitor data, powering your content strategy. Book a demo today.

ETA Benchmarking

Enhance your Food Delivery strategy with accurate ETA Benchmarking. Our managed data service provides real-time competitor insights, enabling smarter operational and pricing decisions. Request a demo.

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.

Feature comparison
Total Cost of Ownership (TCO)
High	Very High
Internal Team Workload
Low	Very High
Reliability & Guarantees (SLA)
Very High	Medium
Scalability & Performance
Very High	High
Time-to-Value
Medium	Very Low
Ideal For
Enterprises focused on high-volume data outcomes, not operations.	Enterprises requiring total process ownership.
Data Quality & Accuracy
Very High	High
Support & Partnership
Very High	N/A
Legal & Compliance
Risks imposed on data provider	Full responsibility for legal aspects

Feature comparison
Features	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 For	Enterprises 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 & Compliance	Risks imposed on data provider	Full responsibility for legal aspects	Full responsibility for legal aspects	Full responsibility for legal aspects	Risks 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.

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.

DATA AUDIT

Get your free data audit now

Identify gaps and optimize your web & mobile data pipeline. It's completely free and without obligation.

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.

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

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.

Mobile scraping services

Frequent API changes and ongoing reverse engineering needs

We keep the data flowing

Gaps in infrastructure scaling & mobile fingerprinting know-how

Access to a global, enterprise-grade Mobile Proxy Network

Lack of structure and consistency in raw data

You get clean, analysis-ready data

Legal risk, security and GDPR compliance

Security and compliance by design

Airline Route & Network Analysis

Pack Size Matrix & Unit Pricing

Fee Delivery Tracking for the Food Delivery Industry

Exclusive vs. Shared Content

Event Gap Analysis (Missing Content)

ETA Benchmarking

See the "App-Only" market

Get data that’s ready to use

Outsource the technical complexity

Guaranteed delivery & security

Get your free audit now

Strategy & Data scoping

Infrastructure & Proxy setup

Infrastructure & Proxy setup

Reverse engineering & data extraction

Data parsing & structuring

Data parsing & structuring

ML-powered data matching

Optional: Manual data enrichment

Optional: Manual data enrichment

Rigorous data validation & QA

Secure data delivery & integration

Secure data delivery & integration

Optional: Data visualization & insights

Proactive pipeline monitoring

Proactive pipeline monitoring

Data Accuracy

Data Points Extracted

System Uptime

Processed Monthly

01How do you handle data delivery and integration?

02How do you guarantee data uptime and quality when apps are constantly updated?

03How do you address the legal and compliance risks of scraping?

04Is your architecture ready to scale with our needs?

05How does the TCO of your service compare to building our own solution?

01How do you ensure compliance with GDPR and mobile app terms of service?

02What are your guarantees on data quality and lead duplication?

03How does your service translate into real sales KPIs? Can you show me a case study?

04What does the CRM integration process look like and how much IT involvement is needed?

05How do you handle app updates and extract complex, interactive data?

01How do you turn raw pricing data into actionable insights for my team?

02How does your service fit into our existing sales and BI workflows?

03How do you guarantee geo-specific accuracy for different countries?

04Can you monitor changes in product features, not just the price?

05What is the ROI, and do you offer strategic support beyond the API?

01How do you deal with constant app updates to ensure my data flow isn't interrupted?

02Can you track prices and promotions that are only available in the mobile app?

03How is the data delivered? Will I get ready-to-use alerts and reports?

04How do you ensure your process is compliant with app Terms of Service and GDPR?

05Does your service differentiate between iOS and Android, or different countries?

Turn the mobile app "black box" into competitive intelligence