Consumer AI is still waiting for its true mass-market breakthrough
consumer AI
AI products made for individual users.
prosumer
A person who uses a personal tool for serious work.
subscription
A payment made regularly to keep using a service.
What Moore sees now
Olivia Moore, a partner at Andreessen Horowitz, or a16z, studies consumer AI. The firm recently published a top-100 list of consumer AI apps. ChatGPT, OpenAI’s chatbot, remains far ahead of the other apps. Music tool Suno and voice company ElevenLabs also show staying power.
The more surprising finding is what the list does not contain. Several everyday categories have almost no strong AI entrant. Moore sees that gap as an opportunity. She also argues that consumer AI is still at an early stage, despite the attention around it.
“Consumer” often means work software
OpenAI has moved some attention back toward enterprise customers, or businesses. Moore does not describe that as abandoning consumers. She sees it as an expansion. The same company can build consumer products while selling heavily to businesses.
That shift reflects where the money is. Most AI revenue so far has come from subscriptions and token usage. Those payments are concentrated among businesses and powerful individual users. Many so-called consumer apps are really prosumer tools. People start using them personally, then use them for coding, marketing, or work management.
Moore points to products such as Gamma, ElevenLabs, and Cursor. They began with individual users, but quickly developed large business markets. This is different from the older idea of a consumer app made mainly for leisure or daily personal use.
Why subscriptions are not enough
An a16z market report cited in the discussion put the share of U.S. households paying for AI at 2.2 percent. Moore does not think the answer is simply making every household buy a subscription. Many people may prefer free access with advertisements. They could pay later to remove the ads.
The cost problem is unusually difficult. AI services need expensive computing when people use them. Their extra cost per user remains higher than the cost of classic internet services. Companies therefore need more than a large audience. They need a way to serve ordinary tasks cheaply.
Moore sees several possible paths. Companies can use cheaper models for simple requests. They can build on open-source models. She also points to ChatGPT Go, priced at $8 per month, as an example of a lower-cost tier. The interview does not establish which model powers that plan.
Large gaps remain
The top-100 list had no notable entrant in categories including social apps, dating, marketplaces, retail, travel, finance, and health. That does not prove these categories cannot support AI products. It shows that the most visible consumer AI has concentrated elsewhere, especially in creation and work.
What is confirmed, and what is not
The interview supports a clear conclusion: consumer AI has room to grow, but its business model is unsettled. Subscriptions and API charges alone may not support broad consumer access. Moore’s comments do not identify one winning model. They also do not show that advertising will work without harming trust.
The next test will be practical. Watch whether new apps appear in the empty categories. Check whether free products clearly explain advertisements and recommendations. The important question is not only whether AI becomes smarter. It is whether companies can make everyday AI useful, affordable, and trustworthy at the same time.
Consumer AI needs more than monthly fees
📰 Full story: Consumer AI is still waiting for its true mass-market breakthrough
Consumer AI means AI products made for individual people. An expert says the market needs new ways to pay for these services.
consumer AI
AI products made for regular people.
subscription
A regular payment for a service.
open-source model
An AI model that others can build on.
💡 The gist
- AI becomes expensive when more people use it.
- Monthly fees and business payments may not be enough.
- Ads and cheaper models could widen access.
Consumer AI is AI made for regular people. It can answer questions, write text, make music, or create voices. ChatGPT, OpenAI’s chatbot, is still the biggest app in this market.
Olivia Moore studies consumer AI at Andreessen Horowitz, or a16z. This is an investment firm that backs new companies. Its list of the top 100 consumer AI apps found an important gap. Many everyday categories still have few strong AI products.
Some popular AI tools are not truly consumer products. People may start using them at home. Then they use them for coding, advertising, or managing work. These users are sometimes called prosumers. They use a personal product for serious work.
This matters because AI costs money every time it works. Companies pay for powerful computers. More users can mean larger bills. Today, much of the money comes from subscriptions. Companies also pay when they connect their software to an AI service.
An a16z report said 2.2% of U.S. households paid for AI. Moore does not say everyone must become a paying subscriber. Many people may prefer free access with advertisements. They could pay to remove those ads later.
That plan has a risk. An AI might recommend what earns money, instead of what helps the user. People need clear information about ads and recommendations.
Companies can also lower costs. They can use cheaper models for easy tasks. They can use open-source models, which others can build on. Moore mentioned the $8 ChatGPT Go plan as one lower-cost example.
The list found few major AI products for social life, dating, shopping, travel, money, or health. These gaps may become the next big opportunity. They may also prove difficult to solve.
The market is still early. The next signs will be new apps, clearer prices, and honest recommendation labels. Success will require useful AI, affordable service, and user trust together.
How can everyday AI keep running?
📰 Full story: Consumer AI is still waiting for its true mass-market breakthrough
AI helpers cost money to run. Companies are looking for fair ways to pay for them.
consumer AI
AI helpers made for ordinary people.
advertisement
A message that tells people about a product.
Let’s start
Consumer AI means AI helpers for ordinary people. They can answer questions and make things.
Andreessen Horowitz is a company that supports new companies. Olivia Moore studies AI apps there.
AI companies can charge monthly fees. Businesses can also pay to use AI.
But many people like free tools. They may watch advertisements instead.
An advertisement tells people about a product. It is not always a helpful suggestion.
An AI might suggest something because it earns money. People should ask why it made that suggestion.
Many everyday activities still have few AI helpers. Shopping, travel, and health may change later.
Everyday AI is still growing. The best tools must help people and stay affordable.