HR AI Index

Index › Vendors › Peoplebox · September 2026 Edition

3 categories · Named, not ranked

Peoplebox

14Judge labels

2First choices

0Negative labels

7 of 12Models named it

3Categories

September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.1, every buyer segment counted.

Standing

6 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Peoplebox was named 6 times in Goals and OKRs and 2 other categories, where Tability led with 29%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small businessnot named

No model named it for this buyer.

Mid-market29 of 54

under the label threshold

Enterprise30 of 53

under the label threshold

In goals and okrs · 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 Peoplebox 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
Goals and OKRs	Performance and talent management	0%	29 of 54	0%	2	under 10 labels · led by Tability at 29%
Performance management	Performance and talent management	0%	32 of 60	0%	2	under 10 labels · led by Lattice at 41%
Succession planning	Performance and talent management	0%	46 of 99	0%	2	under 10 labels · led by Lattice at 31%

Movement

This is the first edition on this tier, so no move can be computed for Peoplebox 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 Peoplebox across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

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

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

Direct5 labels1

Paraphrase1 labelNone

Comparative5 labelsNone

Budget-constrained3 labels1

Scale-constrained0 labelsNone

Negative0 labelsNone

First choiceAlternativeMentionNegative14 labels in all, every segment counted; 2 of the 2 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.

“Peoplebox helps track high-potential employees and is ideal for small to medium-sized businesses” Claude Haiku 4.5 · Succession planning · 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.

No model argued against it.

Named alongside

The products named in the same answers as Peoplebox, over the 14 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Peoplebox was named but was not.

ProductSame answerTook the first choice insteadHead to head

Lattice7 of 142Not in the top three

PerformYard5 of 140Not in the top three

Profit.co4 of 141Not in the top three

15Five4 of 140Not in the top three

Risely3 of 142Not in the top three

Boon Health3 of 141Not in the top three

Paycor3 of 141Not in the top three

Tability3 of 141Not in the top three

Teamflect3 of 141Not in the top three

BambooHR3 of 140Not 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 Peoplebox. 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 14 of the 14 answers that named Peoplebox and are not a share of its labels.

Domains cited

peoplemanagingpeople.com7

gartner.com5

workhuman.com5

boon-health.com4

coachhub.com4

g2.com4

peoplebox.aiYour site4

performancereviewssoftware.com4

talentguard.com4

capterra.com3

Forty of the forty-four domain citations in answers naming Peoplebox came from somebody else's page.

Pages cited

boon-health.com/learn/resources/best-enterprise-coaching-platforms4

coachhub.com/4

peoplemanagingpeople.com/tools/best-succession-planning-software4

performancereviewssoftware.com/software/succession-planning4

talentguard.com/blog/10-best-role-readiness-planning-software-for-20254

coachstackhub.ai/compare/business-coaching-platforms3

gartner.com/reviews/market/okr-software3

joingenius.com/leadership/succession-planning-tools3

Pages are listed as the models cited 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 Peoplebox'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 Peoplebox, 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 peoplebox.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.