Question: Do you know of a platform that provides competitive intelligence and benchmarking for mobile operators and app developers to improve their services?

data.ai is an AI-powered information retrieval system that aggregates data from a variety of sources to provide insights for app development, go-to-market strategies and competitive analysis. It offers features like unified data insights, real-time alerts and integration with cloud data warehouses, and is geared for roles like product management and marketing. It can help you make decisions faster and with more confidence, and offers pricing from free to premium.

Another good option is CellRebel, which offers a broader range of analytics tools for mobile carriers and app developers. It offers modules for network performance analysis, customer experience insights and subscriber behavior analysis. By analyzing billions of data points, CellRebel can provide detailed geospatial information and a Mobile App SDK to fine-tune app settings for each network operator. It requires no upfront costs and is subscription-based, so it's available to a wider range of people.

For those more focused on the app market, Apptopia offers a data intelligence platform geared for competitor analysis and market research. It offers performance data, advertising data, SDK insights, audience data and review analysis. The company updates its data daily to help you understand user behavior and engagement across various industries, and it's good for investors, brands and sales teams.

Last, AppstoreSpy offers a mobile market intelligence tool that scrutinizes millions of apps on the Google Play Store and Apple App Store. It offers features like Market Explorer, Collections, Niche Finder and AppTimeline that let you monitor changes to competitor apps. It's good for app developers, marketers and researchers, and has tiered pricing to accommodate different needs.