Every category where a model named Paradox for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant
AI recruiting assistants	Talent acquisition	0%	21 of 84	12%	16	accepted challenger
HR AI assistants	Onboarding and employee experience	0%	24 of 119	19%	16	accepted challenger
Interview scheduling	Talent acquisition	0%	17 of 72	31%	13	criticized challenger
Recruitment marketing and career sites	Talent acquisition	0%	31 of 81	0%	5	under 10 labels · led by Teamtailor at 16%
Candidate assessment	Talent acquisition	0%	43 of 101	0%	1	under 10 labels · led by TestGorilla at 68%
People analytics	Workforce planning and analytics	0%	52 of 99	0%	1	under 10 labels · led by HiBob at 15%
Video interviewing	Talent acquisition	0%	27 of 40	0%	1	under 10 labels · led by Spark Hire at 55%

Movement

This is the first edition on this tier, so no move can be computed for Paradox yet. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated Paradox across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	First choice	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	0	1	1	0	2
GPT-5.4 mini	0	1	1	0	2
Gemini 3.5 Flash	0	5	2	2	9
Perplexity Sonar	0	2	1	0	3
Grok 4.1 Fast	1	0	3	2	6
Mistral Small	0	2	3	1	6
DeepSeek V4 Flash	0	4	1	1	6
Llama 4 Maverick	0	0	0	1	1
Qwen 3.7 Flash	0	2	1	1	4
Kimi K2	0	4	1	0	5
GLM 4.7 FlashX	0	2	2	0	4
MiniMax M2.5	0	3	1	1	5

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct31 labels1

Paraphrase18 labels2

Comparative69 labels1not counted in share

Budget-constrained13 labelsNone

Scale-constrained12 labelsNone

Negative22 labelsNone

First choiceAlternativeMentionNegative165 labels in all, every segment counted; 3 of the 4 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“Choose based on pain points—e.g., recruiting volume (Paradox)” Grok 4.1 Fast · HR AI assistants · comparative prompt · first choice

“Paradox is known for its conversational AI assistant called Olivia... Many organizations use Paradox for high-volume hiring environments” Claude Haiku 4.5 · Candidate assessment · comparative prompt · alternative

“If your hiring is more high-volume, candidate-experience, and scheduling/chatbot-driven, Paradox is often the better fit.” GPT-5.4 mini · AI recruiting assistants · direct prompt · alternative

“conversational AI leader Paradox acquired Eqtble. It provides incredibly deep insights into candidate pipelines” Gemini 3.5 Flash · People analytics · direct prompt · alternative

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

“Using this tool puts candidate data at cybersecurity risk and leaves you blind to potential biases in its conversational screening.” DeepSeek V4 Flash · AI recruiting assistants · negative prompt · hard negative

“Recent 2025 data exposure incident due to poor authentication, exposing applicant data.” Grok 4.1 Fast · HR AI assistants · negative prompt · hard negative

“completely gated, non-transparent pricing and frequently require long-term, multi-year contracts” Gemini 3.5 Flash · Interview scheduling · negative prompt · soft negative

“Why to be cautious: Degraded Candidate Experience... creates severe candidate friction” Gemini 3.5 Flash · AI recruiting assistants · negative prompt · soft negative

Named alongside

The products named in the same answers as Paradox, over the 165 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Paradox was named but was not.

ProductSame answerTook the first choice insteadHead to head

HireVue60 of 1652Not in the top three

GoodTime52 of 16525Not in the top three

Eightfold AI52 of 16512Not in the top three

Calendly42 of 1656Not in the top three

Greenhouse38 of 1652Not in the top three

ModernLoop37 of 1651Not in the top three

Leena AI31 of 16513Not in the top three

candidate.fyi30 of 16515Not in the top three

Phenom27 of 1653Not in the top three

SeekOut23 of 1652Not in the top three

A head-to-head page exists where both products are in a category's top three. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Paradox. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 132 of the 165 answers that named Paradox and are not a share of its labels.

Domains cited

hiretruffle.com52

selectsoftwarereviews.com42

peoplemanagingpeople.com35

candidate.fyi34

metaview.ai34

greenhouse.com33

goodtime.io27

lever.co27

bestrecruitingtools.com26

pin.com26

336 of the 336 domain citations in answers naming Paradox came from somebody else's page.

Pages cited

greenhouse.com/blog/best-ai-recruiting-software29

hiretruffle.com/blog/ai-recruiting-software25

humand.co/en/compare/best-ai-powered-hr-software-tools25

lindy.ai/blog/best-ai-recruiting-tools-202425

candidate.fyi/interview-scheduling-software24

lever.co/insights/best-interview-scheduling-software24

goodtime.io/blog/talent-operations/best-interview-scheduling-software20

cal.com/blog/best-interview-scheduling-software19

Pages are listed as the models cited them.

Names read as Paradox

What the judge wrote, as written, with how often. The vendor table decides that these count as Paradox; a claim can dispute any of them.

Paradox (Olivia) 26Paradox's Olivia 2Paradox (Olivia AI) 1Paradox (via Eqtble) 1Paradox / Olivia 1Paradox Olivia 1Paradox/Olivia 1

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Paradox's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Paradox, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at paradox.ai is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.