Andreessen Horowitz, or a16z, released the seventh edition of its Top 100 Gen AI Consumer Apps on Oct. 5, adding U.S. consumer card-spending rankings from YipitData for the first time. The headline finding was simple: consumer AI has broad usage, few people pay, and spending among those who do pay is heavily concentrated.
According to the report, the top 1% of payers accounted for 19.5% of observed spending, more than the combined 16.6% contributed by the bottom 50% of payers. The top 10% made up about half of spending. The top 1% spent an average of $903 a month, up 80% over 18 months, while the median payer spent $25 a month with almost no growth. Among users who paid for one AI product, only 13% went on to buy a second one.
Traffic rankings are settling down
a16z said there was little fresh movement in the traffic charts. Only 11 products were new to the ranking, the smallest number across all seven editions. Based on Similarweb data for August 2026, the top 10 web products were ChatGPT, Gemini, Claude, Canva, DeepSeek, Grok, Notion, Character.ai, Gemini Notebook, and Doubao.
ChatGPT’s web visits were roughly twice those of Gemini, compared with 2.7 times in the previous edition. On mobile, the gap in monthly active users remained at 2.5 times.
The paid subscription gap narrowed
In U.S. consumer paid subscriptions, ChatGPT had about three times as many subscribers as Claude or Gemini. In the previous edition, that gap was eight times versus Claude and four times versus Gemini. a16z said Claude briefly moved ahead of Gemini in U.S. consumer subscriptions earlier this year, but the two returned to near parity after Google folded existing paid users into its AI plan.
The report said the most interesting finding in this edition came from higher-priced plans. Spending followed a power-law distribution, meaning a small group generated a large share of the money. a16z described these users as closer to prosumers, heavy individual users buying software as a production tool.
Within that top 1%, spending skewed toward automation and developer tools such as n8n, fal, and Manus, along with creative products including Higgsfield, Figma, and HeyGen.
Limited overlap between spending and traffic
The top five in the spending ranking were OpenAI, Anthropic, Canva, Superhuman, and Higgsfield. Of the top 50 by spending, 29 did not appear on either the web or mobile traffic rankings. Only seven companies appeared across all three lists: ChatGPT, Claude, Suno, Perplexity, Photoroom, Canva, and Notion.
Three caveats in the ranking
The first concerns the data itself. The spending figures only cover the United States and come from a YipitData sample rather than a census. a16z explicitly said the numbers should not be read as total company revenue. Gemini was left out of the spending ranking because its revenue could not be reliably separated from Google’s other consumer revenue, leaving OpenAI and Anthropic without one important rival in that list. a16z also said adult-oriented products were excluded starting in this edition; if they had been included, they would have made up more than 20% of the web traffic leaderboard.
The second concerns conflicts of interest. a16z’s investment list includes ranked companies such as OpenAI, xAI, Cursor, ElevenLabs, Replit, Figma, OpenRouter, OpenEvidence, and Character.AI. The disclosure at the end of the report also said some information came from third parties, including portfolio companies of a16z-managed funds, and had not been independently verified by a16z.
The third is that company momentum may shift faster than the rankings. a16z said Claude weakened during the summer. YipitData’s global desktop sample showed declines in average daily work sessions in July and August, while its U.S. sample showed slower new subscriptions and higher churn. ChatGPT, by contrast, picked up again after launching GPT-5.6 Sol, Terra, Luna, and ChatGPT Work in July.
Personal agents were also highlighted
a16z said numbers around personal agents also need caution. Instinct reportedly passed 100,000 users in three weeks while still operating on an invite-only basis. Founder Noah Shinn said 40% of users linked a credit card within three weeks, and after they began shopping, users spent an average of $1,300 a month through Instinct. He also said annualized transaction volume had surpassed $1 billion, with half tied to travel.
Meta’s Muse launched on Sept. 9. It reportedly reached 250,000 daily active users in its first week and crossed 5 million downloads in less than a month, though it is currently limited to the U.S. and Canada. The article also noted that Threads, when it launched in those two markets, passed 15 million downloads in its first 22 days.
Subscriptions still dominate consumer AI monetization
The report said these numbers matter because consumer AI still relies mostly on subscriptions and usage-based pricing. Across 44 AI-native web products tracked by a16z, 84% offered paid subscriptions and 64% included usage billing or add-on credits. Only 14% had advertising, and just 2% used transaction take rates. Those monetization models were not mutually exclusive.
a16z compared that structure with the previous internet era. In 2025, advertising made up 97.6% of Meta’s revenue and 73.2% of Alphabet’s revenue. The firm said users used to be the product; now users are the paying customer, and that paying base is small, which could limit deeper consumer adoption.
Ads and transaction fees are emerging
a16z said the shift has already started. OpenAI said ChatGPT reached $1 billion in annualized advertising revenue in August, with 1.2 billion weekly active users. Personal agents may move toward transaction take rates, where a service earns a cut when users buy through AI. Instinct and Muse both said they plan to charge in the future, but neither is charging yet.
That model still depends on merchant acceptance. a16z said Amazon cut off Muse’s access in less than two weeks, while Shopify, Instacart, OpenTable, and Expedia signed official integrations.