Most disability applicants nearly quit before filing, Quikaid study finds

New research from Quikaid finds that 77% of people considering disability benefits nearly gave up, with many stalling at the eligibility question before an application was ever filed. The survey also shows growing use of AI for first-stop research, even as applicants trust human experts far more.

Why it matters: - The disability claims process appears to lose applicants before they reach Social Security’s backlog, which has eased to 831,000 pending claims in February 2026 from more than 1.26 million in June 2024. - Early confusion, fear of denial and uncertainty about eligibility can prevent people from ever filing a claim. - Younger applicants are especially likely to start with AI, which raises the stakes for accurate early guidance.

What happened: - Quikaid surveyed 1,100 U.S. adults who had researched, considered or taken steps toward disability benefits in the past three years. - Seventy-seven percent said they considered giving up at some point. - Eighty-eight percent of Gen Z respondents said they considered quitting, compared with 56% of baby boomers. - Determining eligibility was the most common breaking point at 31%, followed by fear of denial at 25%. - Seventy percent said they were extremely or very concerned about being denied benefits despite genuinely needing them.

The details: - Search engines and government websites were the most common first stops, at 27% each. - Twelve percent turned to an AI tool first, ahead of a friend or family member at 10%, an attorney or disability advocate at 9%, and a healthcare provider at 7%. - Gen Z was the most likely to start with AI, at 21%, while 42% of baby boomers went straight to a government website. - Only 26% found reliable information quickly and felt confident right away. - Thirty-four percent had to do extra research before feeling ready to move forward, 10% found conflicting sources and 7% still did not feel informed enough to proceed. - Just 11% had sought professional help with their claim. - Only 24% expected approved benefits to fully cover monthly living expenses. - Fifty-one percent worried AI-generated information about disability benefits could be inaccurate or misleading.

Between the lines: - The data points to a process where the biggest barrier is not the wait for a decision but the uncertainty before filing. - Applicants trust healthcare providers and disability advocacy organizations most, at 74% each, but fewer than half trust AI tools at 49%. - Even so, AI appears to function as a triage tool: 53% of AI users said it steered them toward a professional or official source, and 55% said it helped them realize they had questions worth asking an expert. - Only 39% said the process is more confusing than it should be or too confusing to navigate without professional guidance, while 15% said it is easier than most people think. - Women reported more difficulty than men across several measures, including where to start and whether the process can be handled without help. - Social Security denied 68% of disabled-worker claims filed from 2014 through 2023, which helps explain the anxiety around approval.

What's next: - Younger applicants are likely to keep leaning on AI and search tools first, which could shape how and when claims get filed. - If early answers are inaccurate or incomplete, the study suggests some applicants may never move from research to application. - Quikaid’s report points to a gap between the people applicants trust most and the people they actually contact first.

The bottom line: - The hardest part of a disability claim may be the first question: whether a person should apply at all.