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Introducing Lightbox.

Access data on trackers, integrations, vulnerabilities, ownership and more across tens of millions of apps and websites.

Explore what Lightbox enables.

Direct data integration or managed delivery.

Case studies

App X-ray and archive: comprehensive analysis of any iOS app

Identify vulnerabilities, risky SDKs, and privacy exposures in corporate apps, employee-used applications, or any app in the market. Track changes across versions to detect regressions, SDK additions, and permission modifications over time.

Our automated analysis infrastructure performs static and dynamic analysis across tens of millions of app versions. Proprietary signal intelligence detects indicators of credential exposure risks, insecure key handling, certificate issues, potential unintended code exposure, and permission misuse. Historical analysis records for tens of millions of app versions enable longitudinal analysis—comparing versions to detect privacy and security regressions, track SDK adoption patterns, and analyze changes in permissions and data flows. Security teams integrate this intelligence into compliance workflows, vendor risk assessments, forensic investigations, and continuous monitoring of critical or high-risk applications. Delivered via API for direct integration into security, GRC, and IT systems, or as custom reports for one-time assessments.

Case studies

Web X-ray: comprehensive analysis of any website or web asset

Map data flows across any website or web property—cookies, JavaScript files, ad tech requests, RTB endpoints, fingerprinting scripts, and third-party connections. Monitor your own properties or analyze any site on the internet.

Our large-scale crawl network has analyzed hundreds of millions of HTTP requests, JavaScript API calls, and tens of millions of websites and emails. Data flows through our proprietary signal intelligence database with heuristics for tracker identification, script detection, and correlation analysis. Security and compliance teams integrate this intelligence to monitor corporate web properties for unauthorized trackers, validate vendor claims, and ensure regulatory compliance. The platform provides real-time visibility into where specific tracking assets appear across the internet, enabling supply-chain risk assessment and third-party exposure monitoring. Delivered via API for continuous automated monitoring or as on-demand reports for investigations and audits.

Case studies

Competitive intelligence and market benchmarking

Understand SDK adoption trends, third-party integration patterns, and privacy implementation standards across your category. Benchmark your technology stack against market leaders and track ecosystem changes over time.

Our platform analyzes tracking practices, SDK adoption, data flows, and third-party dependencies across industries and peer sets. Product and engineering teams use this market intelligence to inform technical stack decisions, evaluate SDK options against adoption trends, and understand privacy best practices within their category. Continuous monitoring delivers trend analysis and customizable reports that inform product roadmaps, security posture, compliance strategies, and competitive positioning. Aggregated intelligence reveals ecosystem-wide patterns without requiring manual app-by-app research or specialized engineering expertise.

Case studies

Ownership and entity mapping

Access authoritative data mapping ownership of domains, trackers, SDKs, and ad networks. Distinguish first-party from third-party relationships at scale. Firefox, Edge, Chrome, and many others trust this data.

Our LLM-powered entity enrichment engine combines IP/DNS analysis, domain registration data, policy scrapers, and crawling signals to map corporate hierarchies and tracking ecosystems. Identify parent companies, subsidiaries, tracker networks, advertising clusters, and hidden data-sharing relationships. Security and compliance teams integrate this intelligence into vendor risk assessments, supply-chain security reviews, and regulatory reporting to definitively classify third-party exposure. All ownership relationships are manually verified for accuracy. Essential for GDPR, CCPA, and enterprise security workflows requiring evidence-based classification of data flows.

API data as a service.

Skip the integration. We handle the technical work and deliver ready-to-use intelligence to suit your use case.

Case studies

Ship privacy features without building the data layer

Embed production-grade tracker intelligence into your product without building data pipelines. Firefox, Edge, Chrome, and many other organizations trust this data. Your platform can too.

Our large-scale crawling and classification infrastructure continuously analyzes tens of millions of websites, emails, and app versions to identify and categorize tracking, data collection, and privacy threats. Flexible integration of this intelligence enables your product to deliver transparency and protection to customers without building proprietary data collection and analysis pipelines. Organizations embed our tracker classification and ownership mapping to power native privacy features, comply with platform requirements, and differentiate on trust. Protection can be delivered through your branded implementation or via custom extension, with deployment options ranging from direct API integration to white-label solutions, reducing time-to-market from quarters to days.

Case studies

Tracker protection for employees

Integrate continuously updated tracker classification data into your existing security infrastructure. Block trackers from correlating employee online activity with their identities before adversaries can weaponize that data for targeted attacks.

Trackers are embedded in 90% of websites, 90% of apps, and 70%+ of emails, creating persistent digital footprints that AI-driven adversaries aggregate to build employee profiles for malvertising, phishing, and social engineering campaigns. Our API delivers continuously updated tracker classification and ownership data that integrates directly into your existing security infrastructure—DNS filters, VPNs, MDMs, email gateways, or browser extensions. This prevents correlation of online activity and location data with employee identities and employer information, blocking the attack chain before bad actors can purchase and weaponize these profiles. Deployment is flexible, supporting workforce protection across networks, hardware, browsers, and apps with no Disconnect code execution required in your environment.

Case studies

App, website, or tracker reports delivered on demand

Comprehensive intelligence without accessing our API. One-time investigations, quarterly audits, M&A due diligence, litigation support, or board-level reporting delivered in presentation-ready formats.

Tell us what you need analyzed, a specific app, your entire competitive set, apps used by your workforce, or websites in your supply chain, and we deliver formatted reports with executive summaries, technical findings, risk assessments, and actionable recommendations. Results are delivered in PDF, CSV, or presentation formats with no technical setup, no ongoing platform commitments, and no requirement to manage API credentials or build integrations.

Case studies

Custom solutions for specialized requirements

Tailored data pipelines, specialized analysis workflows, and bespoke integrations built to your exact specifications. From proprietary research projects to embedded intelligence in internal tools.

Our team works directly with you to configure custom API endpoints, build specialized analysis modules, create tailored data feeds, or develop white-label solutions that embed our intelligence into your products or workflows. Solutions range from private API deployments to scheduled data exports in proprietary formats to fully embedded white-label implementations, all supported with dedicated technical resources and ongoing consultation.

Intelligence Reports at Your Fingertips

Deep forensic analysis of apps, websites, and trackers. Identify risks, map connections, and ensure compliance with detailed, actionable reports.

SH

SmartHome Pro

IoT Solutions Inc.

v3.2.1 • com.example.smarthome
High

Overall Risk

Critical

Privacy

Medium

Security

High

SDK Risk

Critical Findings

Indicators of potential credential exposure in configuration
Unencrypted data transmission to third-party servers

Positive Indicators

App Transport Security enabled
Certificate pinning implemented

Detected SDKs

Firebase Analytics Facebook SDK Amplitude Crashlytics AppsFlyer

Sample report data for demonstration purposes

Enterprise licensing for Lightbox data outputs.

Licensed datasets, scoped integrations, and reports derived from Lightbox analysis.

What we provide

  • Licensed data outputs derived from Lightbox analysis and classification methodologies
  • Scoped integrations delivering defined data outputs or signals for approved use cases
  • Custom reports or structured exports generated from Lightbox data
  • Commercial license terms and service levels appropriate for enterprise or OEM deployments
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See the Hidden Internet for Yourself

Be first to identify vulnerabilities, track competitive changes, and ensure compliance.