Decisions built on self-report.
The resume is the candidate's account. The interview is a performance of it. Hire on those alone and you're betting a six-figure placement on one side of the story.
Resumes and interviews only tell you the candidate's side. RepLabIQ's Automated Candidate References surface the rest — a structured, behavioral voice-AI interview, delivered as a client-ready brief before the offer.

Most hiring decisions rest almost entirely on what the candidate tells you. The one step that could add independent signal — the reference check — is usually unstructured, easy to coach, and leaves nothing on the record.
The resume is the candidate's account. The interview is a performance of it. Hire on those alone and you're betting a six-figure placement on one side of the story.
More than half of candidates embellish — and AI-written resumes, coached interviews, and fabricated histories are widening the gap between what's claimed and what's real.
Run without a framework, reference calls are phone tag for a few polite non-answers — different questions every time, nothing comparable. So when the hiring manager wants confidence before the offer, there's no consistent, credible artifact to hand over, and the deal stalls.
When a placement doesn't last, the agency pays — a free replacement search, a clawed-back fee, and a client who remembers. A skipped or shallow reference check is the cheapest mistake to make and the most expensive to absorb.
Most reference processes catch none of it. A standardized, behavioral framework — run before the decision — is the only fix.
RepLabIQ emails your candidate and their references on your behalf. Each reference completes the interview on their own schedule — no calls to coordinate, no recruiter time spent, references back in 48 hours instead of weeks.
Every reference answers the same psychology-backed, role-calibrated questions — drawn from our proprietary question set and asked as a natural conversation by voice AI, not a form. It probes for the specifics a survey can't reach and a polite human call won't pursue, surfacing rich qualitative signal. Themes only, never a score, so you stay clear of automated-decision rules.
Themes, verbatim quotes, improvement areas, and recommended follow-ups — synthesized across all references and human-reviewed before it reaches you. It moves the reference check from paperwork filed after the offer to intelligence you have before the decision.
A redacted sample. Names, firms, and specifics are anonymized; the structure is exactly what your client receives.
Across five references, A.B. reads as a hands-on systems thinker with disproportionate impact on engineering culture during stage-change. The picture is consistent: high written-communication fluency, calm under technical ambiguity, and a deliberate hiring bar at the staff+ level. Two areas warrant follow-up — the candidate's posture in cross-functional escalations, and a mixed read on long-tail people management at scale.
The model that worked, the model that didn't, the model we're trying — they'll walk you through all three without flinching.
We doubled headcount and the writing actually got better. That's not what usually happens.
The board reads what they write. That's a real thing — most VPs at this level can't do it.
They will leave a req open for six months. I've seen it. They don't compromise on staff.




Structured, behavioral reference protocols — designed properly — materially improve predictive validity over unstructured calls (Schmidt & Hunter, 1998; Sackett et al., 2022). Most reference processes don't do this. Ours does.
Every call follows a standardized, psychology-backed protocol grounded in behavioral interviewing — our proprietary question set, calibrated to the role and candidate and built to surface evidence rather than opinions. We don't ask 'what are their strengths and weaknesses.'
We don't score candidates. We surface qualitative patterns — themes, contradictions, signal density — using methodology traceable to structured-interview research. Surfacing rather than scoring is also what keeps RepLabIQ outside automated employment decision tool regulation.
Designed for professional and executive search, where a fall-off triggers a free replacement search and your reputation rides on the recommendation — not high-volume req-filling.
Reference intelligence for a fraction of your placement fee — and your insurance against a bad hire. Begin with your first candidate on us.
* Subscriptions are billed monthly on a 12-month agreement. Pay the annual term in full, up front, and two months are free.
** Each candidate includes up to 3 references.
A voice-AI interviewer trained on our standardized, behavioral framework. Calls are 5–10 minutes, voice-only, and follow a research-grounded protocol. The synthesis and brief are human-reviewed before delivery.
Yes. Every call opens with a disclosure that the interviewer is an AI agent operating on behalf of the recruiter, and that the call is being recorded. References can decline at any time.
Yes. We handle TCPA notice, two-party consent in states that require it (CA, MA, FL, and others), and disclosure language for AI-conducted calls. The compliance layer is built in.
For most agencies, the real comparison isn't AI vs. expert human — it's a standardized AI-led call vs. a 15-minute human call running on autopilot. The behavioral framework is the differentiator. The AI is the delivery mechanism.
No — and that's deliberate. We produce qualitative themes, supporting quotes, improvement areas, and recommended follow-ups. Because we never assign a score or ranking, the brief sits outside automated employment decision tool rules — an increasingly important distinction as regulators sharpen their scrutiny of algorithmic candidate scoring.
Roughly 1% of a typical placement fee — priced as insurance on the placement, not as a per-seat tool. Start with your first reference free; see full pricing above.
Both. The brief is designed to be a deliverable you pass to your corporate client. You decide what to share, when, and how.
We're built for recruiting agencies and executive search firms placing professional and executive talent. We're not a corporate TA tool, a high-volume reference platform, or a candidate-scoring service.
Tell us a little about your firm. We'll run one reference free on a live candidate and show you exactly what the RepLabIQ Brief looks like on a role that matters to you.