Founders across the United States are learning to thrive amid uncertainty by leaning heavily on artificial intelligence. A recent Mercury survey of 1,500 early‑stage entrepreneurs reveals that companies that integrate AI most deeply are operating under a markedly different economic reality than those that do not.
Confidence and Funding
Overall, 84% of respondents said they feel more confident about their business prospects year over year. The gap widens dramatically when AI adoption is considered: 91% of significant AI adopters report improved confidence versus just 60% of non‑adopters, a 31‑point difference.
Access to venture capital has tightened for many, but AI‑focused firms are outpacing the crowd. While only 7% of non‑adopters raised venture capital, 31% of heavy AI users secured VC funding. Moreover, AI adopters are twice as likely to close a round of at least $1 million (72% versus 35%).
Hiring Trends
Contrary to media narratives that AI will eliminate junior jobs, the survey shows a net‑positive hiring impact. Among AI‑using companies, 56% say they are hiring more because of AI, and another 38% say hiring plans remain steady. When asked about hiring entry‑level talent (0‑3 years of experience), 26% report hiring more, 56% about the same, and only 10% hiring less. Overall, 82% of AI‑heavy startups are maintaining or expanding junior staff.
AI is also reshaping roles: 82% of adopters have adjusted compensation or job structures to accommodate AI tools.
Cost and ROI
AI adoption does bring higher expenses. Seventy‑seven percent of respondents said AI‑related spend rose over the past year, most commonly by 25‑50%. A small slice of heavy users (4%) saw costs climb 200% or more. Still, 85% believe AI tools deliver better return on investment than traditional alternatives, and 87% are confident they can sustain AI capabilities without raising prices or cutting elsewhere.
Vendor Dependence Risks
While AI fuels growth, founders express concern over vendor stability. Sixty‑five percent worry that price changes, contract shifts, or shutdowns could harm their business, and 29% say more than half of their AI reliance rests with a single vendor. Heavy AI adopters are three times as likely to be very concerned about this risk.
Broader Economic Impact
AI is also influencing startup formation. Fifty‑seven percent say AI tools helped them decide to leave a previous job and launch their own company. Notably, 31% of founders running $10 million‑plus revenue firms say AI made starting their business possible.
Across the board, 95% of respondents report using AI agents for tasks such as data analysis (52%), marketing (49%) and customer support (48%). Companies with over 100 employees all report deploying AI agents.
The survey underscores that AI adoption is becoming a decisive factor in startup economics, shaping confidence, funding, hiring and operational strategy for the next generation of American entrepreneurs.
Original reporting: KEYT (Ventura/Santa Barbara) — read the source article.
