Vivian Health’s AI Proposals Boosts Candidate Sourcing Speed by 12x and Response Rates by 3x
PPLI•Vivian Health launched AI Proposals within its AI Assistant, enabling recruiters to source candidates nearly 12x faster with up to 3x higher response rates and 1.7x proposal-to-application conversions. It leverages a 2.8 million clinician marketplace and extends prior tools that drove 15% higher application-to-placement rates and 37% more recruiter engagement.
1. AI Proposals Launch
Vivian Health introduced AI Proposals as a new capability within its existing AI Assistant, allowing recruiters to generate tailored candidate outreach proposals. This launch aims to streamline outbound recruiting by combining AI-powered matching with personalized messaging that recruiters can review and approve before sending.
2. Efficiency Gains in Beta Testing
Beta users reported sending proposals nearly 12 times faster, achieving up to 3x higher candidate response rates and realizing 1.7x greater proposal-to-application conversion. These efficiency gains free recruiters to focus on high-value relationship building and strategic placement activities.
3. Integration with Vivian’s Marketplace
AI Proposals taps into a network of 2.8 million healthcare professionals on the Vivian platform. It builds on last year’s AI Assistant features, which already boosted application-to-placement rates by 15% and increased recruiter engagement by 37%, further enhancing both inbound and outbound recruiting workflows.




