Restless Bandit

Name: Restless Bandit
Brand: Restless Bandit

Combining machine learning and AI to algorithmically match perfect healthcare professionals to perfect opportunities.

Est 2014|Valuation $32M|Raised $10M

LinkedIn 2K|Website|FTEs 3|HQ San Francisco, California, US

MarketsSourcing & Recruitment Marketing

Where Restless Bandit may be useful: - If the product effectively connects to ATS data and ranks prior candidates with acceptable accuracy, rediscovering prior applicants can reduce sourcing spend and time to fill for repeatable roles. Where competitors may be preferable: - Vendors such as Beamery, Phenom, and Avature typically offer broader CRM, recruitment marketing, career-site management, campaign automation, and reporting ecosystems. - Eightfold AI and similar vendors are positioned for talent intelligence that spans internal and external talent pools with skills inference and internal mobility support. Evidence limitations: Most public competitor comparisons are generic; direct, current comparative performance data for Restless Bandit was not available in the sources reviewed.

01Competitive Landscape

Narrative analysis

Where Restless Bandit may be useful:

If the product effectively connects to ATS data and ranks prior candidates with acceptable accuracy, rediscovering prior applicants can reduce sourcing spend and time to fill for repeatable roles.

Where competitors may be preferable:

Vendors such as Beamery, Phenom, and Avature typically offer broader CRM, recruitment marketing, career-site management, campaign automation, and reporting ecosystems.
Eightfold AI and similar vendors are positioned for talent intelligence that spans internal and external talent pools with skills inference and internal mobility support.

Evidence limitations: Most public competitor comparisons are generic; direct, current comparative performance data for Restless Bandit was not available in the sources reviewed.

	Restless Bandit	Phenom (Talent CRM)	Beamery (Talent Lifecycle Mgmt)
Starting Price	Historically reported enterprise annual pricing (not current)	Custom / request pricing	Enterprise; pricing not public
Intended Use	Enterprises aiming to reuse prior applicants in ATS (rediscovery)	Large employers seeking an end-to-end talent CRM and experience layer	Enterprises needing talent CRM, pipelines, marketing, workflows
Key Capabilities	Focus on identifying past applicants within ATS and ranking them for open roles	Broad platform: CRM, fit scoring, campaigns, talent experience	CRM and workflow capabilities with talent marketing features
Key Limitations	Limited public documentation and independent reviews; current product maturity unclear	Typically high cost and implementation complexity	Pricing opacity; potentially long implementations