LinkedIn Hiring Assistant 2: Features, Cost, Limits and Compliance

By The Professions Cloud Editors Updated October 2026 · 6 sources · 3 min read

Prices and facts checked October 13, 2026. We don't accept payment for rankings.

What happened: at the end of September 2026, LinkedIn announced Hiring Assistant 2, an upgrade to its recruiting AI agent with memory of how you hire, voice pre-screening, verification signals and more explanation of why candidates match (HR Dive, Oct 2, 2026). A competitor's analysis reports it rolls out to existing Hiring Assistant customers from November 2026 at no extra charge (HeroHunt).

Why it matters today: Hiring Assistant is LinkedIn's bet that recruiters will hand off sourcing and first-round screening to an agent. LinkedIn says more than 20,000 companies now use its agentic hiring tools (HR Dive).

How we got here

What it does

• Builds criteria from a job description's must-haves and nice-to-haves, refined in plain language (Recruiting News Network)
• Sources candidates and explains which skills match
• Drafts personalized outreach
• Pre-screens with basic questions on competency, work authorization and location, now including voice
• Remembers your preferences (version 2), such as location, industry and seniority patterns from past hires (HR Dive)
• Evaluates ATS candidates alongside LinkedIn members: Greenhouse, Lever, SmartRecruiters, Zoho Recruit and others are listed, with iCIMS and Workday described as coming (HeroHunt)

LinkedIn's reported results from early users: 4+ hours saved per role, 62% fewer profiles reviewed, and higher InMail acceptance (LinkedIn). These are LinkedIn's own figures, not independent measurements.

Who can get it and what it costs

Source: HeroHunt analysis of LinkedIn's G-Cloud rate card (note: HeroHunt sells a competing product).

Limits worth knowing

• It only reaches LinkedIn members and your ATS, not the open web.
• Outreach runs in batches (up to 25 candidates), with caps on qualifications per project.
• In the EU, instant outreach is disabled for EU-located projects.
• Data handling for pre-screen answers and memory controls isn't fully documented publicly.

Source: HeroHunt.

The compliance questions

Sourcing is low-risk. Pre-screening and match scoring are where hiring laws start to apply:

1. NYC: if fit scores substantially help decide who advances, ask whether the tool counts as an automated employment decision tool needing a bias audit (NYC DCWP; our guide).
2. California: automated-decision rules cover agents of employers and require keeping records for four years (our guide).
3. Colorado, from January 2027: notice, explanations and human review for covered tools (our guide).
4. Litigation trend: lawsuits against Workday and Eightfold target scoring and screening (our explainer).

Practical rule: let the agent find and message people, but have a recruiter decide who's rejected, and document it.

Comparing other sourcing tools? See the best AI sourcing tools for recruiters.

FAQ

Is Hiring Assistant 2 a separate purchase?

Reports say it's included at no extra charge for existing Hiring Assistant customers. Hiring Assistant itself is a paid add-on.

Can Recruiter Lite users get it?

No. It requires Recruiter Corporate or Professional Services Plus.

Does it work outside English?

Version 1 supports several languages. Version 2 starts with English, and other languages vary by feature.

Changelog: Oct 13, 2026: first published.