HR AI Index

Index › Vendors › SmartDreamers · September 2026 Edition

1 category · Named, not ranked

SmartDreamers

10Judge labels

1First choices

5Negative labels

5 of 12Models named it

1Category

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

Standing

7 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. SmartDreamers was named 7 times in Recruitment marketing, where Teamtailor led with 16%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business72 of 90

under the label threshold

Mid-market18 of 81

under the label threshold

Enterprise50 of 72

under the label threshold

In recruitment marketing · 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 SmartDreamers 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
Recruitment marketing and career sites	Talent acquisition	2%	18 of 81	43%	7	under 10 labels · led by Teamtailor at 16%

Movement

This is the first edition on this tier, so no move can be computed for SmartDreamers 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 SmartDreamers 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	1	0	0	0	1
GPT-5.4 mini	0	0	0	0	0
Gemini 3.5 Flash	0	0	0	0	0
Perplexity Sonar	0	1	0	0	1
Grok 4.1 Fast	0	0	0	0	0
Mistral Small	0	0	0	0	0
DeepSeek V4 Flash	0	0	0	1	1
Llama 4 Maverick	0	0	0	0	0
Qwen 3.7 Flash	0	1	1	1	3
Kimi K2	0	0	0	0	0
GLM 4.7 FlashX	0	0	0	1	1
MiniMax M2.5	0	0	0	0	0

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

Direct4 labels1

Paraphrase0 labelsNone

Comparative1 labelNone

Budget-constrained0 labelsNone

Scale-constrained0 labelsNone

Negative5 labelsNone

First choiceAlternativeMentionNegative10 labels in all, every segment counted; 1 of the 1 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.

“Ideal for mid-sized to large enterprises seeking to modernize their recruitment marketing strategies through AI-driven automation.” Claude Haiku 4.5 · Recruitment marketing · direct prompt · first choice

“SmartDreamers is a strong alternative if you want a more mid-market-friendly, AI-driven solution” Perplexity Sonar · Recruitment marketing · direct prompt · alternative

“Best for Advanced Branding & AI: SmartDreamers” Qwen 3.7 Flash · Recruitment marketing · 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.

“Platforms like SmartDreamers currently have very limited third-party reviews (e.g., G2 has only 1\u20132 reviews)” Qwen 3.7 Flash · Recruitment marketing · negative prompt · soft negative

“there are red flags for new buyers: Limited Public Reviews” GLM 4.7 FlashX · Recruitment marketing · negative prompt · soft negative

“Media markup opacity | Appcast, SmartDreamers” DeepSeek V4 Flash · Recruitment marketing · negative prompt · soft negative

Named alongside

The products named in the same answers as SmartDreamers, over the 10 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and SmartDreamers was named but was not.

ProductSame answerTook the first choice insteadHead to head

Phenom5 of 103Not in the top three

Greenhouse4 of 100Not in the top three

Appcast3 of 100Not in the top three

Avature3 of 100Not in the top three

Beamery3 of 100Not in the top three

Teamtailor3 of 100Not in the top three

Lever2 of 100Not in the top three

iCIMS2 of 100Not in the top three

Jobvite1 of 101Not in the top three

MokaHR1 of 101Not 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 SmartDreamers. 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 10 of the 10 answers that named SmartDreamers and are not a share of its labels.

Domains cited

g2.com8

joveo.com6

selectsoftwarereviews.com6

learn.g2.com5

mokahr.io5

recruiterflow.com4

hirium.com3

recruitcompare.io3

rfp.wiki3

askmebazaar.com2

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

Pages cited

g2.com/categories/recruitment-marketing7

joveo.com/blog/top-recruitment-marketing-platforms6

selectsoftwarereviews.com/buyer-guide/recruitment-marketing-software6

learn.g2.com/best-recruitment-marketing-platforms5

mokahr.io/articles/en/the-best-recruitment-marketing-platforms5

hirium.com/blog/recruitment-software-red-flags3

recruiterflow.com/blog/best-recruitment-marketing-tools3

rfp.wiki/hr-office/talent-acquisition-recruiting-suites/recruitment-marketing-platforms/sm3

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 SmartDreamers'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 SmartDreamers, 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 smartdreamers.com 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.