Replace keyword resume screening with AI candidate signal scoring

Replace keyword resume screening with AI candidate signal scoring targets a $6.0B = 2M businesses × $3K ACV for sourcing/screening tooling (global SMBs & mid-market buyers) total addressable market with high saturation and a year-over-year growth rate of 10% CAGR estimated for talent acquisition tech and AI hiring tools (source: industry reports and market analyses such as LinkedIn talent solutions trends and HR tech reports).

Key trends driving demand: AI for recruiting — LLMs and embedding search enable semantic candidate matching rather than keyword-only searches, creating an opportunity for signal-based ranking.; Data-driven hiring — companies increasingly want measurable improvements in time-to-hire and quality-of-hire, which favors products that close the loop on outcomes.; Integrated workflows — ATS and professional network APIs are maturing, making it easier to embed signal layers directly into hiring workflows and reduce switching friction.; Shift to skills and work-sample evaluation — employers are moving away from credential-only screening toward project-based evidence, which benefits tools that aggregate and evaluate work samples..