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HR AI Index
Index › Products › Harver · October 2026 Edition
6 categories · Ranked

Harver

55Judge labels
6First choices
14Negative labels
13 / 14Models named it
6Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Best standing
13% in Candidate assessment for enterprise buyers
Rank 16 of 118 in the mid-market standingaccepted challenger
0 of 14 models made it the first choice on the direct prompt; 0% of its 10 labels there were negative.
What the models named instead of Harver →
By buyer segmentRead the same way at every buyer size.
In candidate assessment · 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 Harver 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.
CategoryFunctionShareRankNegative rateLabelsQuadrantSince September 2026
Candidate assessmentTalent acquisition0%16 of 1180%10accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
AI recruiting assistantsTalent acquisition0%43 of 900%1under 10 labels · led by Manatal at 31%goneNot named this edition; 0% in September 2026.
Interview schedulingTalent acquisition0%43 of 750%1under 10 labels · led by Calendly at 20%newNew since September 2026: not ranked then, 0% now.
Staffing agency platformsTalent acquisition0%76 of 1360%1under 10 labels · led by Zoho Recruit at 22%
Talent intelligencePerformance and talent management0%80 of 90100%1under 10 labels · led by Pin at 27%
Video interviewingTalent acquisition0%62 of 66100%1under 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, Harver held within the floor in all six categories: no change cleared 13 points.

Best category · Candidate assessment · by segment

Small business=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 85 → 78 of 80
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 15 → 16 of 115
Enterprise▲+7Since September 2026: 5% → 12%, +7 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
12%from 5% in September 2026
Inside the floor by 6 pointsRank 6 → 3 of 67

All categories · Mid-market

CategorySeptember 2026NowChangeReadingRank
Candidate assessment0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Within noiseRank 15 → 16 of 118
AI recruiting assistants0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Within noiseRank 73 → 43 of 90
Interview scheduling0%0%newNew since September 2026: not ranked then, 0% now.New this editionRank 43 of 75, unchanged
Staffing agency tools0%0%newNew since September 2026: not ranked then, 0% now.New this editionRank 76 of 136, unchanged
Talent intelligence0%0%newNew since September 2026: not ranked then, 0% now.New this editionRank 80 of 90, unchanged
Video interviewing0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Within noiseRank 31 → 62 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 Harver across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
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ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500101
GPT-5.4 mini00000
Gemini 3.5 Flash00101
Perplexity Sonar00101
Grok 4.1 Fast01102
Mistral Small01102
DeepSeek V4 Flash00101
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K201113
GLM 4.7 FlashX01001
MiniMax M2.500101
GPT-6 Luna00000
Muse Glimmer 30B01012

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
Direct14 labels4
Paraphrase5 labelsNone
Comparative12 labelsNone
Budget-constrained8 labels2
Scale-constrained5 labelsNone
Negative11 labelsNone
First choiceAlternativeMentionNegative55 labels in all, every segment counted; 6 of the 6 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.

“Best for: High-volume recruiting with AI-driven scheduling and candidate matching.” Mistral Small · Interview scheduling · comparative prompt · alternative
“Predictive assessments, gamified tests, realistic job previews.” Muse Glimmer 30B · AI recruiting assistants · comparative prompt · alternative
“Built for high-volume hiring with advanced analytics” GLM 4.7 FlashX · Candidate assessment · paraphrase prompt · alternative
“Harver - Best for Enterprise Volume” Kimi K2 · Candidate assessment · comparative 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.

“Pymetrics, acquired by Harver, is implicated in ongoing age/disability discrimination litigation” Muse Glimmer 30B · Talent intelligence · negative prompt · hard negative
“What to Avoid: ... Harver — Better suited for high-volume hourly/retail hiring” Kimi K2 · Video interviewing · paraphrase prompt · hard negative

Named alongside

The products named in the same answers as Harver, over the 55 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Harver was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Criteria Corp29 of 556Not among the top eight
TestGorilla27 of 557Not among the top eight
HireVue26 of 554Not among the top eight
SHL24 of 556Not among the top eight
HackerRank19 of 550Not among the top eight
Codility17 of 550Not among the top eight
The Predictive Index16 of 551Not among the top eight
Vervoe14 of 550Not among the top eight
iMocha11 of 552Not among the top eight
Mercer | Mettl9 of 551Not among the top eight
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 Harver. 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 53 of the 55 answers that named Harver and are not a share of its labels.

Search and answers

harver.com is not in Google's top ten for any of the category's searches. In the answers, Harver takes 0% of first choices and TestGorilla takes 52%.
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In search

Google, US estimates
Position for “assessment platforms”
–
not in the top ten
Position for “pre-employment assessment platform”
–
not in the top ten
Searches for its name, Google
1,300 a month (“harver”)
AI search demand for its name, est.
136 a month
Organic visits to its site
about 8,635 a month
Searches its site ranks for
3,053 · 107 in the top three
Sites linking to it
4,263
Paid Google search
3 searches its ads show for, about 24 clicks and $1,218 a month (estimate)
Ads on GoogleDetailLess
11 ads · 11 text · 6 shown in the last 30 days

First shown June 2025, as Outmatch Inc, verified. Ads started 2025-10 to 2026-09: 10 in the year, 1 before.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
0%
rank 16 of 118 in candidate assessment
Segment leader
52%
TestGorilla
First choices
6 across its categories
Named in
55 answers
Its own site cited
in 53 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

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Addresses on harver.com
985
subdomains included
Content
871
counted in the table below
Documentation
3
Product · Integration
24 · 3
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog72252026-09-24Performance management, Applicant tracking syste
Report or ebook5202025-09-08
Webinar or virtual event3502026-04-20
News or press2702023-01-25
Comparison1502025-07-21
Conference or event702020-12-17
Glossary or explainer402026-04-21
Podcast or video402018-11-29
Case study3undated
Template or tool2undated
How it is countedHide how it is counted

Every page harver.com 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 Harver

What the judge wrote, as written, with how often. The vendor table decides that these count as Harver; a claim can dispute any of them.
Harver/Plum 1Pymetrics / Harver 1

Follow Harver

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

Harver is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
Talent Assessment Platform for Faster, Better Hiring; hiring technology platform focused on assessments, automation, analytics, candidate experience, and responsible AI in hiring
For
enterprise teams; leading BPOs, contact centers, and retail organizations
Customers named
Brinker InternationalChalhoub GroupAlbert HeijnPenn State Hershey Medical CenterGroupMKellyConnectMC SonaeSage
Not stated on the pages read
Price, starting price, free plan or trial, integrations, certifications, hosting

What Harver's own pages state, read September 28, 2026: harver.com, trust.harver.com, harver.com/solutions/use-case/deib, harver.com/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 Harver'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 Harver, 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 Harver by email, built from the raw record of the edition. It shows:

  • where Harver 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 Harver, 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.
The subscriber app

A verification link goes to your work email; an address at harver.com is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.