Most Americans Use AI Every Week, Yet Many Are Missing the Biggest Opportunity
Artificial intelligence has become part of daily life for most Americans. People use it to answer questions, write emails, summarize information, and speed up routine tasks. A new study suggests that many users are stopping there.
Research released by All About Cookies and conducted in partnership with AI app-building platform Base44 found that Americans are embracing AI at record levels. At the same time, very few are using it to create products, launch businesses, or generate new income.
The survey of 1,000 U.S. adults paints a picture of a growing divide. On one side are people using AI as a productivity tool. On the other are early adopters using AI to build software, automate work, and create new revenue opportunities.
The difference between those two groups appears to be producing measurable results.
Millions of Americans Have Ideas They Never Act On
One of the study’s most striking findings is how many people already have technology ideas waiting on the shelf.
Nearly 59 percent of respondents said they have an idea for an app, website, or software tool they would like to build. Those ideas range from personal productivity applications and budgeting tools to software for small businesses.
The interest is clearly there. The execution is not.
Among those with an idea, 80 percent said they would pursue it if coding knowledge was not required.
That finding points to a long-standing issue in technology. Many people have ideas. Few have the technical skills needed to turn those ideas into working products.
According to research cited by All About Cookies, fewer than one in eight Americans can code fluently. That leaves a large number of potentially valuable ideas sitting idle.
For years, the phrase “someone should build that” often translated into “I can’t build that.” AI may be changing that equation.
The Rise of Vibe Coding
A major focus of the survey was “vibe coding,” a term gaining attention across the technology industry.
Vibe coding refers to using AI systems to create software through natural language instructions rather than traditional programming. Instead of writing code line by line, users describe what they want to build, and AI generates much of the technical structure.
Platforms such as Base44 are built around that concept.
The study found that 57 percent of Americans have heard of vibe coding. Awareness is growing.
Actual usage remains low.
Only 13 percent of respondents reported trying it.
That gap between awareness and action may represent one of the largest opportunities in the AI market today.
Many Americans appear interested in creating software. Few have taken the first step.
Technical Skills Are Becoming a Bigger Barrier Than Money
Conventional wisdom says people fail to launch businesses because they lack money or time.
The survey suggests another factor may be gaining importance.
Nearly all respondents, 96 percent, said they want to earn more money in 2026. Many are considering side hustles, business ideas, or additional income streams.
When asked what stops them, 55 percent cited a lack of technical or digital skills.
That figure exceeded respondents who pointed to insufficient startup capital, which came in at 50 percent.
Time was cited by 45 percent.
Fear of failure ranked lower at 35 percent.
Those results suggest that access to technology skills may be becoming a larger obstacle than funding for many would-be entrepreneurs.
That is an important shift. Money shortages can take years to solve. Learning new tools often takes far less time.
Americans Believe AI Is Opening New Doors
Even with those obstacles, optimism around AI remains high.
Nearly 62 percent of Americans said AI has made it easier for the average person to start a business.
That number stands out because many respondents admitted they are still learning how AI works.
The belief is already there. The confidence is growing.
The missing piece appears to be practical knowledge about where to begin.
In many ways, the survey reveals a population that sees opportunity but has not fully connected the dots between AI tools and business creation.
Most People Use AI Like a Search Engine
The survey found that 83 percent of Americans use AI at least weekly.
That level of adoption would have been difficult to imagine just a few years ago.
Yet usage patterns remain fairly basic.
Among regular AI users, 86 percent rely on the technology to answer questions.
Writing assistance ranked second at 53 percent.
Building applications, creating workflows, and developing software ranked far lower.
Only 9 percent of respondents said they have used AI to build apps, tools, or automated systems.
That number helps explain why many people are still missing out on some of AI’s highest-value use cases.
It also reflects self-confidence levels.
Only 5 percent of Americans described themselves as having complete mastery of AI tools. Nearly half considered themselves moderately proficient.
The average user appears comfortable asking questions but less comfortable creating systems.
Early Adopters Are Seeing Career Benefits
The most compelling data in the study may be linked to workplace performance.
Among respondents who use AI at work weekly, 55 percent reported positive career outcomes during the past year.
Those outcomes included stronger performance reviews, salary increases, and promotions.
That finding aligns with what many employers are seeing across industries.
Workers who automate repetitive tasks often gain more time for planning, analysis, strategy, and decision-making.
Managers tend to notice those improvements.
The numbers become even more interesting when looking at advanced users.
Respondents who used AI to build tools or workflows were 30 percent more likely to report positive career outcomes compared to those who did not.
That suggests there may be a meaningful difference between using AI passively and using AI as a creator.
One group saves time. The other creates leverage.
Some Americans Are Already Making Money From AI Projects
The benefits extend beyond traditional employment.
According to the survey, 23 percent of Americans have used AI to create something with income potential.
Almost half of those individuals reported earning money from their projects.
That translates to roughly 10 percent of all respondents generating income from AI-built products, services, or ventures.
The median earnings reported were $500.
Some earned much less. Others earned substantially more.
Still, the results demonstrate that AI-generated income is no longer a theoretical concept. For a growing number of Americans, it is already happening.
Five hundred dollars may not replace a full-time salary, but it can cover bills, fund a side project, or validate a business idea.
For many entrepreneurs, that first dollar matters more than the amount.
Americans Want AI Skills More Than Coding Skills
The survey also explored what Americans want to learn next.
Eighty-five percent said they are interested in acquiring a new technology skill during the coming year.
AI ranked at the top of the list.
One in four respondents identified AI tools and prompting techniques as their primary learning goal.
Ecommerce, video production, and data analysis followed behind.
Views on coding also appear to be shifting.
One-third of Americans said learning to code is no longer an important skill.
Generational differences were clear.
Baby Boomers were the most likely to believe coding is losing importance. Gen Z respondents were far more likely to view coding knowledge as valuable.
That split reflects a larger debate taking place across technology circles.
Some believe AI will reduce the need for traditional programming. Others argue that coding knowledge will remain useful even if AI handles much of the heavy lifting.
The survey suggests most Americans still see value in learning coding fundamentals, even as AI lowers the barriers to creating software.
A Growing Gap That Could Shape the Next Wave of Business Creation
The findings from All About Cookies and Base44 point to a simple reality. Americans are not resisting AI. They are adopting it in large numbers.
The bigger issue is how they are using it.
Most people are treating AI like a smarter search engine. A smaller group is using it to create software, automate tasks, build businesses, and generate income.
The study suggests those early adopters are already seeing advantages in their careers and finances.
That trend deserves attention. Technology shifts often reward people who experiment early. The internet did. Social media did. Search engines did. AI appears to be following a similar pattern.
The gap identified in this survey is not about motivation. It is not about ambition. It is not even about money. It is increasingly about awareness and action.
Millions of Americans already have ideas. AI is making it easier to turn those ideas into something real. The people taking advantage of that opportunity today may have a head start tomorrow.