AI for Talent Acquisition Specialists

Generate 15 LinkedIn InMail variants for sourcing a [role] at [company stage]. Each variant takes a different opening angle (mutual-connection introduction, recent-promotion timing, competitor-acquisition signal, conference-talk signal, open-source-contribution signal, employer-brand-fit signal, career-arc-relevance signal). Each message: 80-90 words, candidate-specific, ending with a 30-minute call ask. Role context: [paste]. Candidate-segment context: [paste].

Generate 8 Boolean search-string variants for LinkedIn Recruiter targeting [role] in [location]. Each variant: the syntax, the expected hit-volume range, the precision-versus-recall trade-off, the negative-keyword discipline that filters the false-positive pool, the refinement step if the pool runs too narrow or too broad. Output should pass the syntax-quality bar a senior sourcer would write. Role context: [paste]. Must-have-skills list: [paste].

Draft the structured interview kit for the 5-stage loop for [role]. Stages: recruiter screen, hiring-manager screen, technical or domain assessment, peer interview, executive review. For each stage: the duration, the interviewer role, the 5-7 structured questions, the per-question rubric anchors at the 1-5 scoring level with the EEOC-defensible behavioral examples, the calibration-discussion prompts for the post-loop debrief, the candidate-experience touchpoints the interviewer owns. Role spec: [paste].

Draft the external job posting for [role] including the pay-transparency salary disclosure required for posting location [state or city]. Sections: the role purpose in 2 sentences, the 4 outcomes the hire owns in their first 12 months, the must-have qualifications, the nice-to-have qualifications, the salary range disclosure compliant with [California SB 1162 / Colorado Equal Pay Act / Washington / New York / New Jersey / Illinois / DC / the relevant local rule], the EEO statement, the application instructions. Voice: clear, candidate-respectful, the way a strong employer-brand posting reads. Role context: [paste].

Research the 2026 compensation benchmark for [role] at [company stage] in [location]. Output the Pave, Levels.fyi, and the industry-association data with the sourced links and the date of the most-recent benchmark refresh, the equity-grant ranges for the comparable stage, the variable-comp structure for sales or revenue-aligned roles, the local pay-transparency disclosure requirement for the posting jurisdiction, the recommendation for the comp band with the strongest 3 negotiation anchors for the offer conversation. Role and stage context: [paste].

Draft the offer-letter copy and the offer-call preparation for [candidate]. Inputs: the role and band, the candidate's current comp and the counter-ask signals from the recruiter-screen, the timing constraints, the start-date and signing-bonus negotiation room, the relationship-history with the candidate. Output: the offer-letter draft in the firm's standard template, the offer-call preparation script with the 3 likely candidate counter-asks and the response per ask, the closing language for the verbal accept, the next-step flow if the candidate asks for time to consider. Voice: warm, specific, the way a strong recruiter closes a candidate. Inputs: [paste].

Generate the 14-day sourcing-sprint plan for [new req]. Inputs: the req's must-have skills, the talent-market signal for the role and location, the pipeline-target the recruiter is held to, the existing sourcing-platform stack (LinkedIn Recruiter, Gem, hireEZ, SeekOut, Findem, Eightfold). Output: the daily-target by pipeline-stage, the channel-allocation across the platforms, the 25 initial sourced contacts with the personalization-angle per contact, the daily hiring-manager update template, the closure criterion for moving to the next phase if the pipeline does not develop. Req context: [paste].

Help me triage this candidate pipeline for [role]. Pipeline data: [paste]. Output the prioritization: the 5 candidates worth advancing today and the reasoning, the 8 candidates in the second-priority bucket with the next-step per candidate, the 12 candidates to disposition with the disposition reason, the 3 candidates worth re-engaging from prior pipelines. Voice: rigorous, the way a senior recruiter triages a pipeline at the end of week 2.

Translate this hiring-manager intake conversation into the structured req kickoff. Intake notes: [paste]. Output: the role-purpose paragraph, the 4 outcomes the hire owns in the first 12 months, the 5 competencies the loop assesses against, the 3 traits the loop rejects for, the must-have and nice-to-have qualifications, the comp band recommendation against 2026 benchmarks, the loop structure with the interviewer roles, the candidate-experience expectations, the timeline-and-decision-cadence agreement.

Generate the post-loop debrief template for the 5-stage interview loop. Inputs: the role and the structured rubric, the per-stage scorecard input expected from each interviewer, the calibration-discussion structure for the post-loop call, the decision-cadence agreement, the candidate-experience touchpoint for the offer-or-pass decision. Output: the debrief-meeting agenda, the calibration-question prompts, the decision-documentation template that supports EEOC and NYC LL 144 bias-audit readiness. Role context: [paste].

Draft 8 candidate-reactivation outreach variants targeting [silver-medalist segment]. Each variant takes a different angle (new-req-fit signal, prior-loop-feedback resonance, market-signal that addresses the candidate's reason for declining last time, role-evolution-since-last-conversation signal, team-growth signal, product-momentum signal). Each message under 100 words. The cohort context: [paste candidates and their prior-pipeline history].

Help me think through whether [candidate] is the right hire. Inputs: the structured scorecard inputs across the loop, the calibration-discussion notes, the candidate-experience signals, the reference-check synthesis, the offer-acceptance probability and the timing pressure. Walk through: the strengths and the development-area pattern the loop surfaced, the realistic ramp expectations against the role's first-12-month outcomes, the team-fit signal, the 2 reasons to extend the offer and the 2 reasons to decline, the recommendation with the reasoning. Frame as advice from a senior recruiter and a hiring-manager peer I would actually trust.