Small business▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
0%from 2% in September 2026
Inside the floor by 11 pointsRank 11 → 29 of 80
10 categories · RankedParadox
192Judge labels
1First choices
36Negative labels
14 / 14Models named it
10Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Best standing
2% in AI recruiting assistants for enterprise buyers
Rank 17 of 90 in the mid-market standingaccepted challenger
0 of 14 models made it the first choice on the direct prompt; 22% of its 27 labels there were negative.
What the models named instead of Paradox →By buyer segmentRead the same way at every buyer size.
Small business73 of 90
0%8 labels
under the label threshold
Mid-market17 of 90
0%27 labels
accepted challenger
Enterprise8 of 76
2%28 labels
accepted challenger
In ai recruiting assistants · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading
Standing by category
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 | Since September 2026 |
|---|---|---|---|---|---|---|---|
| AI recruiting assistants | Talent acquisition | 0% | 17 of 90 | 22% | 27 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Interview scheduling | Talent acquisition | 0% | 20 of 75 | 10% | 20 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| HR AI assistants | Onboarding and employee experience | 0% | 22 of 142 | 0% | 9 | under 10 labels · led by MeBeBot at 21% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Recruitment marketing and career sites | Talent acquisition | 0% | 24 of 104 | 0% | 5 | under 10 labels · led by Teamtailor at 23% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Applicant tracking systems | Talent acquisition | 0% | 48 of 65 | 0% | 1 | under 10 labels · led by Greenhouse at 40% | newNew since September 2026: not ranked then, 0% now. |
| Candidate assessment | Talent acquisition | 0% | 103 of 118 | 100% | 1 | under 10 labels · led by TestGorilla at 52% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Internal talent marketplace | Performance and talent management | 0% | 74 of 102 | 0% | 1 | under 10 labels · led by Fuel50 at 47% | newNew since September 2026: not ranked then, 0% now. |
| Recruiting CRM and sourcing | Talent acquisition | 0% | 57 of 111 | 0% | 1 | under 10 labels · led by Gem at 15% | newNew since September 2026: not ranked then, 0% now. |
| Talent intelligence | Performance and talent management | 0% | 69 of 90 | 0% | 1 | under 10 labels · led by Pin at 27% | newNew since September 2026: not ranked then, 0% now. |
| Video interviewing | Talent acquisition | 0% | 47 of 66 | 0% | 1 | under 10 labels · led by Spark Hire at 50% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, Paradox held within the floor in all ten categories: no change cleared 13 points.
Best category · AI recruiting assistants · by segment
Mid-market=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 13 pointsRank 21 → 15 of 84
Enterprise▼−2Since September 2026: 5% → 3%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
3%from 5% in September 2026
Inside the floor by 11 pointsRank 6 of 74, unchanged
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| AI recruiting assistants | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 21 → 17 of 90 |
| Interview scheduling | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 17 → 20 of 75 |
| HR AI assistants | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 24 → 22 of 142 |
| Recruitment marketing | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 31 → 24 of 104 |
| Applicant tracking syste | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 48 of 65, unchanged |
| Candidate assessment | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 43 → 103 of 118 |
| Internal talent marketpl | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 74 of 102, unchanged |
| Recruiting CRM | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 57 of 111, unchanged |
| Talent intelligence | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 69 of 90, unchanged |
| Video interviewing | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 27 → 47 of 66 |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 13 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
By model
How each model treated Paradox across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
How each model treated Paradox across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 1 | 0 | 3 |
| GPT-5.4 mini | 0 | 3 | 1 | 0 | 4 |
| Gemini 3.5 Flash | 1 | 3 | 3 | 3 | 10 |
| Perplexity Sonar | 0 | 3 | 1 | 0 | 4 |
| Grok 4.1 Fast | 0 | 2 | 4 | 1 | 7 |
| Mistral Small | 0 | 0 | 3 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 4 | 2 | 1 | 7 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 1 | 3 | 1 | 2 | 7 |
| Kimi K2 | 1 | 3 | 0 | 0 | 4 |
| GLM 4.7 FlashX | 0 | 2 | 2 | 1 | 5 |
| MiniMax M2.5 | 0 | 0 | 3 | 1 | 4 |
| GPT-6 Luna | 0 | 3 | 0 | 0 | 3 |
| Muse Glimmer 30B | 0 | 3 | 1 | 0 | 4 |
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 labelsNone
Paraphrase20 labels1
Comparative82 labels6not counted in share
Budget-constrained10 labelsNone
Scale-constrained20 labelsNone
Negative29 labelsNone
First choiceAlternativeMentionNegative192 labels in all, every segment counted; 1 of the 7 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.
“Perhaps the most recognizable conversational AI... Need to reduce administrative burden? Look at Paradox” Qwen 3.7 Flash · AI recruiting assistants · comparative prompt · first choice
“The market leader in conversational recruiting, now natively integrated into Workday's HCM suite.” Gemini 3.5 Flash · AI recruiting assistants · comparative prompt · first choice
“Paradox Olivia — Best for Recruiting” Kimi K2 · HR AI assistants · comparative prompt · first choice
“Best for high-volume, frontline hiring ... Paradox (Olivia) uses conversational text/AI to instantly screen and schedule candidates.” Gemini 3.5 Flash · Interview scheduling · scale 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.
“Critics argue that interpreting text messages for personality traits lacks scientific rigor” Qwen 3.7 Flash · AI recruiting assistants · negative prompt · hard negative
“don't require the massive budgets or long implementation timelines of enterprise-scale platforms (like Workday’s newly acquired Paradox or HiredScore)” Gemini 3.5 Flash · AI recruiting assistants · paraphrase prompt · soft negative
“It is enterprise-only and pricing is fully custom (no published rates), making it inaccessible for most mid-market or small companies.” GLM 4.7 FlashX · Interview scheduling · negative prompt · soft negative
“General red flags across AI recruiting tools (e.g., screening, chatbots like Paradox's Olivia, video interview platforms)” Grok 4.1 Fast · AI recruiting assistants · negative prompt · soft negative
Named alongside
The products named in the same answers as Paradox, over the 192 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.ShowHide
Named alongside
The products named in the same answers as Paradox, over the 192 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.
ShowHideProductSame answerTook the first choice insteadHead to head
A head-to-head page exists where both products are among a category's top eight. 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, five of the fourteen in this edition, so these counts come from 179 of the 192 answers that named Paradox and are not a share of its labels.
Domains cited
lever.co64
peoplemanagingpeople.com63
pin.com55
hiretruffle.com46
metaview.ai46
selectsoftwarereviews.com44
cal.com41
sapia.ai41
joveo.com39
resources.rework.com39
478 of the 478 domain citations in answers naming Paradox came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
paradox.ai is not in Google's top ten for any of the category's searches. In the answers, Paradox takes 0% of first choices and Manatal takes 31%.ShowHide
Search and answers
paradox.ai is not in Google's top ten for any of the category's searches. In the answers, Paradox takes 0% of first choices and Manatal takes 31%.
ShowHideIn search
Google, US estimatesPosition for “ai recruiter”
–
not in the top ten
Position for “best ai recruiter”
–
not in the top ten
- Searches for its name, Google
- 165,000 a month (“paradox”)
- AI search demand for its name, est.
- 27,047 a month
- Organic visits to its site
- about 62,844 a month
- Searches its site ranks for
- 976 · 177 in the top three
- Sites linking to it
- 4,930
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This editionShare of first choices
0%
rank 17 of 90 in AI recruiting assistants
Segment leader
31%
Manatal
- First choices
- 1 across its categories
- Named in
- 192 answers
- Its own site cited
- in 179 of the answers that named it
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
What it publishes
ShowHide
What it publishes
ShowHideAddresses on paradox.ai
763
subdomains included
Content
506
counted in the table below
Documentation
2
Product · Integration
24 · 4
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 179 | undated | |||
| News or press | 74 | 0 | 2025-08-11 | ||
| Case study | 71 | undated | |||
| Webinar or virtual event | 57 | undated | |||
| Conference or event | 57 | undated | |||
| Report or ebook | 48 | undated | |||
| Podcast or video | 17 | undated | |||
| Comparison | 1 | undated | |||
| Template or tool | 1 | undated | |||
| Glossary or explainer | 1 | undated |
Most recent
- 2025-08-11Paradoxs new immersive job preview named 2025 top hr product of the year by hr executive news or press
- 2025-02-05Chipotle ceo discussing ai hiring transformation with ava cado news or press
- 2025-02-05Conversational ai leader paradox acquires people analytics platform eqtble to advance ai vision news or press
- 2024-10-22Chipotle introduces new ai hiring platform to support its accelerated growth news or press
- 2022-02-031 000 hr related jobs opened within 23 minutes recruiters need assistance news or press
- 2021-06-28Celebrating 100 solutions from sap io startups available on sap store news or press
How it is countedHide how it is counted
Every page paradox.ai exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
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/Olivia 3Paradox Olivia 2Paradox's Olivia 2Paradox (Olivia AI) 1Paradox AI 1
Follow Paradox
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
The company
Paradox is its own company.ShowHide
The company
Paradox is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- Conversational hiring software that gets work done for you
- For
- global enterprise, mid-sized businesses, franchise
- Certifications
- internationally recognized security standardsISO 27001SOC 2 Type IIData Privacy Framework
- Customers named
- Checkers & Rally'sChipotleFlynn GroupAce HardwareTractor Supply7-ElevenMedtronicHouston Methodist
- Not stated on the pages read
- Price, starting price, free plan or trial, integrations, hosting
What Paradox's own pages state, read September 28, 2026: paradox.ai, paradox.ai/legal/security, paradox.ai/products/surveys, paradox.ai/partners/integrations. A claimed page can correct any of them.
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.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for Paradox by email, built from the raw record of the edition. It shows:
- where Paradox is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name Paradox, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.