data.ai

What is data.ai?

data.ai is a mobile app market data platform. It was founded in 2010 as App Annie and rebranded to data.ai in 2022. The platform provides app market estimates (download and revenue estimates by app and category), consumer behavior data (usage patterns, demographic segmentation), and competitive intelligence (competitor performance tracking).

data.ai's "State of Mobile" annual report is one of the most-cited industry research publications in mobile apps. Trade press, VC firms, and analyst reports frequently quote data.ai's market sizing numbers as the authoritative source.

How does data.ai relate to App Store screenshot work?

data.ai's ASO features are lighter than AppTweak, MobileAction, or Sensor Tower. The platform's strength is market and consumer intelligence, not keyword research. For screenshot teams specifically, data.ai is more useful for understanding category-level trends (what's growing in installs, what's growing in revenue) than for tactical keyword research.

The platform also has a feature called Creative Intelligence that tracks competitor screenshot changes over time, similar to MobileAction's Creative Intelligence. For teams tracking competitor screenshot iteration patterns specifically, MobileAction is typically the choice; data.ai's Creative Intelligence is bundled into broader enterprise contracts.

Why the legacy name "App Annie" still matters

A significant share of pre-2022 industry research, case studies, and academic papers cite App Annie as the data source. When reading older mobile app marketing literature, App Annie and data.ai refer to the same company. The 2022 rebrand was partly a regulatory response: the company settled with the SEC for misrepresenting how revenue estimates were calculated. The new branding emphasizes the broader digital market scope beyond mobile apps.