Andreessen Horowitz partner Olivia Moore released a new report on Monday detailing the top 100 consumer AI applications, highlighting companies like Suno, ElevenLabs, and market leader ChatGPT. While current consumer AI revenue relies heavily on subscriptions and API token usage, Moore argues that the sector requires alternative monetization strategies beyond direct out-of-pocket consumer subscription dollars.

The report notes that only 2.2 percent of United States households currently pay for artificial intelligence services, prompting discussions about advertising models and lower-cost infrastructure. Moore points out that utilizing lightweight models and open-source alternatives can help reduce the high marginal costs associated with AI services, especially as consumer companies expand into enterprise markets much faster than traditional software businesses.

This analysis matters because it sheds light on the shifting economic models, monetization hurdles, and infrastructure cost challenges shaping the future of consumer-focused artificial intelligence applications.