Ployo vs HireVue: a recorded interview, or a live one?

What HireVue actually is today

HireVue is the company most of this category gets measured against. It has been majority-owned by The Carlyle Group since an October 2019 growth investment, with original investors including Sequoia and TCV retaining minority stakes, and it names Unilever, IKEA, Hilton, Delta, GE, Staples, Oracle, Carnival and Anheuser-Busch among its customers. HireVue states its customer base includes over 60% of the Fortune 100, its platform supports 40+ languages, and it holds FedRAMP authorization for US government use, a compliance bar almost nothing else in this comparison cluster reaches.

The product itself is broader than the reputation. HireVue's own platform page frames it as both live and on-demand video interviewing, so scheduled, two-way video calls have long sat alongside the recorded format. But the recorded, AI-scored interview, transcribed, then evaluated for keyword relevance, structural specificity and language patterns against a job-specific model, is what built the company's name and is still what most people mean when they say 'HireVue'. Skills tools are sold alongside it: game-based assessments, CodeVue coding tests, and language proficiency tests, none of which Ployo offers.

The live AI Interviewer, and a date we won't assert

In March 2026, HireVue acquired the technology behind Hireguide specifically to accelerate an agentic, voice-based AI interviewer product, confirmed directly by HireVue's own press release. That is a real, material shift: the company that defined the recorded-interview category is now building the live, adaptive kind Ployo already runs.

A specific launch date of 2026-06-18 for this product circulates widely, but it could not be independently confirmed against HireVue's own site in the research behind this page, so this page states only what is confirmed: the acquisition happened, and its stated purpose is a live, agentic AI interviewer. If a hard date or feature set matters to your evaluation, verify it directly with HireVue before relying on the commonly repeated one.

The honest read is that this move is itself evidence for the case Ployo makes: live, adaptive interviewing is where the category is heading, and the incumbent is spending an acquisition to get there rather than iterating its recorded format further.

Facial analysis, discontinued, and what replaced it

Through March 2020, HireVue's algorithmic scoring model used facial-expression analysis, things like a furrowed brow or a smile, as part of how it evaluated recorded answers. The company publicly announced discontinuing this in January 2021, following a Federal Trade Commission complaint filed by the Electronic Privacy Information Center (EPIC) in November 2019, which alleged the practice was 'unfair and deceptive' under the FTC Act, citing unproven predictive validity, potential bias against non-native English speakers and people with disabilities, and a lack of transparency into the scoring algorithm.

No confirmed FTC enforcement ruling on that complaint was found in this research; it appears to have prompted a policy change rather than a formal FTC action. Then-CEO Kevin Parker stated the company now primarily assesses transcribed answer content, with speech pauses and tonality retained only as minor factors, and no public evidence found in this research indicates facial analysis has returned as of 2026.

Regulation that applies to us too, not just to them

Illinois has regulated this category specifically since its Artificial Intelligence Video Interview Act took effect on 1 January 2020: employers using AI to analyse video interviews must notify applicants, explain how the AI works and what it evaluates, obtain consent before evaluation, restrict who can see the video, delete a candidate's video within 30 days of request, and, if AI is the sole basis for advancing applicants, report applicant race and ethnicity annually to the state.

That law was broadened effective 1 January 2026 by House Bill 3773, amending the Illinois Human Rights Act. It moves beyond video specifically to require notice whenever AI influences any employment decision, disclosure of the AI product, its developer and the data it used, and treats a violation as a civil-rights violation under the Human Rights Act rather than a narrower video-specific rule.

This is worth stating plainly rather than leaving implied: these laws are written to cover any AI used in an employment decision involving an Illinois candidate, not specifically HireVue and not specifically recorded video. They apply to Ployo exactly as they apply to HireVue, and to every other vendor in this comparison cluster. Being newer, smaller, or live rather than recorded does not exempt a vendor from disclosure and consent obligations, and a buyer evaluating any AI screening tool for Illinois hiring should ask every vendor, including us, how it meets them.

What the evidence on candidate reaction actually says, and does not

The peer-reviewed research here is real but thin, and it is worth being precise about what it measured. Brenner, Ortner and Fay (2016, Frontiers in Psychology) ran a mock three-question asynchronous video interview with 106 German-speaking participants, not real job applicants, and found acceptance was driven by perceived usefulness and ease of use, with async video rated in the same favorability range as other 'non-interactive' selection procedures like personality inventories or cognitive tests, less favourably than interactive, synchronous methods. It did not run a direct head-to-head comparison against a live interview. Zibarras and colleagues (2018, MedEdPublish) interviewed 10 UK medical-school applicants after a real asynchronous video multiple-mini-interview and found they judged the format broadly fair, standardised and consistent, but raised the loss of two-way interaction, technical glitches penalising performance, and a 'digital divide' disadvantaging less tech-savvy candidates; all ten said async video should supplement, not replace, face-to-face interviews. A more recent study, Falls et al. (2025, International Journal of Selection and Assessment), found applicants generally react less favourably to asynchronous than synchronous video interviews, though its full methodology sits behind a paywall and could only be checked against its public abstract.

On completion rates specifically, be sceptical of any number either side of this category quotes. No rigorous, independently audited, apples-to-apples comparison of completion or drop-off rates between asynchronous and live interviews was found anywhere in this research. The commonly repeated '60 to 70 percent' completion figure for async video traces to unsourced vendor-blog claims, not a named study or dataset, and should be treated as industry lore rather than evidence. HireVue's own October 2025 white paper on applicant dropout reports that completion rates have stayed relatively stable over time, with passive candidates dropping out earliest and stronger performers more likely to finish, but it is a vendor-authored source, not an independent one, and it does not publish a figure compared against live interviews. Independent reviewer sentiment on Capterra describes the recorded format as efficient for hiring teams but frequently 'impersonal' or robotic-feeling to candidates. The honest summary is that neither format currently has credible, independently verified data proving it completes at a higher rate than the other, and that gap is itself worth knowing before either vendor, us included, cites a number.

Who each is actually built for

HireVue is the safer, more procurement-ready choice for a Fortune 100, government, or heavily regulated buyer. FedRAMP authorization, a decade-deep ATS bench, and assessment types beyond video (coding, game-based, language) are real institutional depth that a newer vendor cannot manufacture quickly.

Ployo is built for a different buyer: a team that wants to run one role now, live, without a sales cycle or a volume floor, and that wants to check the reasoning behind a verdict rather than trust a scored transcript. Neither of those is the wrong shape of buyer. They are different buyers, and this comparison is only useful once you know which one you are.