AI Visibility Rankings · HR

Applicant assessment software: AI search visibility ranking (2026)

By monitoraeo Last updated July 11, 2026 Refreshed every 30 days

How AI search engines rank applicant assessment software by visibility and citations. 20 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Applicant assessment software used to screen candidates with aptitude, coding, behavioral, language, and role-fit tests during hiring workflows. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →

Avg visibility across category

Avg citation rate

20/20

Brands successfully audited

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When buyers inquire about Applicant assessment software, AI engines frequently point to HireVue as the leading option, followed by TestGorilla and iMocha. HireVue stands out with a visibility rating of 37.5% among conversations, demonstrating its prominence in the industry.

The rankings are influenced by frequently cited sources, such as youtube.com, testtrick.com, and gartner.com. Many of these are aggregator sites and review platforms, which suggest that AI engines prioritize brands with consistent positive mentions and substantial expert analyses.

For buyers evaluating options from this list, it is crucial to consider factors valued by AI engines, such as the recency of reviews and third-party validation. Brands with strong topical authority in the Applicant assessment subcategory may offer more reliable solutions based on comprehensive feedback and expert opinions.

At a glance

Category leader HireVue 38% visibility · named in 3 of 8 AI answers

Most cited brand TestGorilla 38% citation rate · the AI's most-trusted source brand in applicant assessment software

Top cited domain youtube.com Referenced by AI across the applicant assessment software query set — the highest-leverage PR target in this category

Visibility spread 38pp Gap between top and bottom of the ranking · 16 brands at 0% (invisible to the AI)

What we observed in this category

HireVue leads the applicant assessment software category with a visibility score of 37.5%, nearly ten times the category average of 3.8%, and holds a composite score of 30.0 against the next closest brand TestGorilla at 20.0. This gap is significant because it means Google AI Mode is disproportionately surfacing HireVue in generative responses, giving it outsized share of voice relative to the remaining 19 brands. HireVue also rose from rank 3 to rank 1 with a visibility delta of 25.0 percentage points, suggesting this dominance is recent and accelerating.

A clear divergence exists between visibility and citation across this category. Willo holds 0.0% visibility yet achieves a citation rate of 37.5%, matching TestGorilla's citation rate while being entirely absent from named brand mentions in AI responses. Harver shows the inverse pattern: 12.5% visibility but 0.0% citation rate. This means some brands are being trusted as source material by the AI without being explicitly named as recommended products, while others are named but not cited as authoritative sources.

Google AI Mode is the top engine for every brand in this dataset, indicating no meaningful differentiation by engine within this category. Among cited sources, youtube.com and gartner.com appear alongside brand-owned domains such as willo.video and testgorilla.com, suggesting the AI anchors on a mix of third-party review and analyst content alongside direct brand content. The presence of testtrick.com and sparkhire.com as top cited sources points to practitioner-level and niche comparison content influencing AI outputs alongside established analyst platforms.

Movers & shakers since last refresh

Biggest visibility risers

HireVue 12% → 38% · rank #3 → #1
+25pp
iMocha 0% → 12% · rank #5 → #3
+12pp
Harver 0% → 12% · rank #14 → #5
+12pp

Biggest visibility fallers

Willo 12% → 0% · rank #1 → #4
-12pp
Toggl Hire 12% → 0% · rank #4 → #13
-12pp

The ranking

#	Brand	Visibility	Citation	Top engine
1	HireVue hirevue.com	38%	12%	Google AI Mode
HireVue's 37.5% visibility is nearly 10 times the 3.8% category average, yet its 12.5% citation rate trails TestGorilla and Willo, signalling a named-but-less-cited dynamic.
2	TestGorilla testgorilla.com	12%	38%	Google AI Mode
TestGorilla's citation rate of 37.5% exceeds its visibility of 12.5%, making it the most cited brand relative to how often it is named in AI-generated responses.
3	iMocha imocha.io	12%	12%	Google AI Mode
iMocha sits at parity with 12.5% on both visibility and citation, rising from 0.0% visibility previously, though its citation rate dropped 12.5 points in the same period.
4	Willo willo.video	0%	38%	Google AI Mode
Willo has fallen from rank 1 to rank 4 after losing all its visibility, yet retains a 37.5% citation rate, the highest in the category alongside TestGorilla.
5	Harver harver.com	12%	0%	Google AI Mode
Harver jumped nine rank positions to reach 5th with 12.5% visibility, but records a 0.0% citation rate, making it the most visible brand with zero source citations.
6	Criteria criteriacorp.com	0%	0%	Google AI Mode
7	Mercer Mettl mettl.com	0%	0%	Google AI Mode
8	SHL shl.com	0%	0%	Google AI Mode
9	HackerRank hackerrank.com	0%	0%	Google AI Mode
10	Codility codility.com	0%	0%	Google AI Mode
11	Plum plum.io	0%	0%	Google AI Mode
12	Adaface adaface.com	0%	0%	Google AI Mode
13	Toggl Hire toggl.com	0%	0%	Google AI Mode
14	HiPeople hipeople.io	0%	0%	Google AI Mode
15	TestDome testdome.com	0%	0%	Google AI Mode
16	eSkill eskill.com	0%	0%	Google AI Mode
17	Bryq bryq.com	0%	0%	Google AI Mode
18	Canditech canditech.io	0%	0%	Google AI Mode
19	Equalture equalture.com	0%	0%	Google AI Mode
20	Vervoe vervoe.com	0%	0%	Google AI Mode

Sources AI engines trust in this category

Across the 8 buyer-intent queries we ran on applicant assessment software, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.

youtube.comtesttrick.comgartner.comcodesignal.comhirevire.comwillo.videotestgorilla.comsparkhire.com

How to read this ranking

Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.

Visibility = being named

A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer. More on visibility →

Citation rate = being trusted

Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence, different from being named. More on citation rate →

Top engine differs by brand

The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps. How AI engines pick sources →

Rankings move month to month

AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 30 days and refresh this page automatically. How AI search ranking works →

Get your own applicant assessment software brand audited

The brands above were curated from public market-leader lists. Want the same measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.

Audit your applicant assessment software brand → Browse all rankings Methodology →

Frequently asked about applicant assessment software AI visibility

Who leads AI visibility in applicant assessment software?

HireVue leads with a visibility score of 37.5% and a composite score of 30.0, far ahead of the next ranked brand TestGorilla at 20.0. The category average visibility is just 3.8%, making HireVue's position highly concentrated.

Which brands are cited most by Google AI Mode in this category?

TestGorilla and Willo both hold citation rates of 37.5%, the highest in the dataset. Willo achieves this despite having 0.0% visibility, meaning it is used as a source without being named as a recommended product.

What sources does Google AI Mode anchor on for applicant assessment research?

The top cited sources include youtube.com, gartner.com, testtrick.com, sparkhire.com, and brand-owned domains such as willo.video and testgorilla.com. This mix suggests the AI draws from analyst content, practitioner comparison sites, and direct brand pages.

Which brands have gained the most AI visibility recently?

HireVue gained 25.0 percentage points in visibility to reach 37.5%, moving from rank 3 to rank 1. Harver made the largest rank jump, rising nine positions from rank 14 to rank 5 with a visibility delta of 12.5 points.

Are there established brands with zero AI visibility in this category?

Yes, SHL, HackerRank, Codility, Mercer Mettl, and Criteria all record 0.0% visibility and 0.0% citation rate despite being recognised players in the broader HR technology market.

Is there a difference between being named and being cited by Google AI Mode in this category?

Yes, the data shows a clear split. Willo has 0.0% visibility but 37.5% citation rate, while Harver has 12.5% visibility and 0.0% citation rate, confirming that named mentions and source citations represent distinct AI visibility signals.