Buyers want conversion, not volume

Finance hiring buyers are asking vendors a simpler question: do you improve conversion rates, or just deliver more applicants? (theglobeandmail.com) That shift follows a surge in application volume as candidates use artificial intelligence tools to tailor resumes and apply faster. Kerry Royer, vice president of talent acquisition at TD Bank, told The Globe and Mail that AI is making it easier for candidates to apply, but “it doesn’t necessarily mean they’re applying to roles that are a real fit for them.” (theglobeandmail.com) Recruiters are also under pressure to process bigger pipelines with leaner teams. Greenhouse said in its March 2026 benchmark report that it analyzed more than 640 million applications across 6,000 companies and found applications flooded pipelines while organizations had fewer recruiters per company. (greenhouse.com) That is pushing talent teams toward funnel metrics they can defend in a budget review: application-to-interview, interview-to-offer, and offer-to-acceptance. The National Association of Colleges and Employers calls interview-to-offer and offer-to-acceptance “some of the most basic metrics” for judging recruiting operations. (naceweb.org) The same logic now reaches campus hiring. NACE’s March 2025 Internship & Co-op Report said employers use internship programs as an efficient way to identify future employees, and more than 70% of organizations expected to increase or maintain intern hiring even as overall intern hiring was projected to fall 3.1%. (naceweb.org) In practice, that makes internship-to-full-time conversion a boardroom metric, not a campus-program footnote. NACE says recruiting teams use these benchmarks to identify where programs are working, where they are leaking candidates, and where they need changes. (naceweb.org) Governance is rising alongside efficiency. The Equal Employment Opportunity Commission said in April 2024 that federal employment discrimination laws still apply when employers use artificial intelligence in hiring, and its earlier technical guidance said employers should watch for adverse impact when automated tools screen candidates. (eeoc.gov) (govdelivery.com) That legal backdrop helps explain why enterprise buyers want auditable systems and measurable time savings, not just bigger top-of-funnel counts. The Globe and Mail reported that recruiters may spend about 60 seconds reviewing a resume, and Greenhouse said recruiters now manage heavier application loads with smaller teams. (theglobeandmail.com) (greenhouse.com) LinkedIn’s leadership change underscores how central hiring data has become to the broader artificial intelligence market. The Indian Express reported on April 23, 2026 that Daniel Shapero took over as LinkedIn chief executive as Microsoft pushes artificial-intelligence products to business customers and hiring markets absorb more algorithmic screening. (indianexpress.com) For vendors selling into banks and other large employers, the pitch is narrowing fast. Show higher accepted-offer yield, better interview conversion, cleaner intern-to-full-time outcomes, or recruiter hours saved under clear controls — or risk losing to a tool that can. (naceweb.org) (eeoc.gov)