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Job advertising and distribution · October 2026 Edition

JobTarget vs Broadbean

One of fourteen models named JobTarget first on the direct prompt; zero named Broadbean. JobTarget was named by twelve of the fourteen models and Broadbean by nine and JobTarget carries 26 labels and Broadbean 11, so the shares are not directly comparable.

JobTarget

accepted challenger

Named in one category this edition.

Broadbean

accepted challenger

Named in one category this edition.

First-choice share23%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate8%9%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#7A position in a field of 14; printed, not drawn.
Labels2611A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, JobTarget reading right to left. Rank and label count are printed, not drawn.Appcast was named alongside these two in eleven of the fourteen direct answers. JobTarget vs Appcast · JobTarget vs Joveo · JobTarget vs Talroo

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the job advertising and distribution page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
JobTargetFirst choices, of fourteen modelsBroadbean
Direct10
Paraphrase511 against JobTarget · 1 against Broadbean
Comparative00
Budget-constrained501 against JobTarget
Scale-constrained10
Negative00
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Across every category in the October 2026 Edition, JobTarget and Broadbean were named in the same answer fifteen times, of the 55 answers naming JobTarget and the 28 naming Broadbean. In those answers Broadbean took the first choice one time and JobTarget six.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where JobTarget and Broadbean stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
Claude Haiku 4.5
GPT-5.4 mini
Gemini 3.5 Flash
Perplexity Sonar
Grok 4.1 Fast
Mistral Small
DeepSeek V4 Flash
Llama 4 Maverick
Qwen 3.7 Flash
Kimi K2
GLM 4.7 FlashX
MiniMax M2.5
GPT-6 Luna
Muse Glimmer 30B
JobTarget Broadbean first choice named as an alternative argued againstblank: not namedEach cell is one answer, JobTarget on the left and Broadbean on the right.

The direct prompt

The plain question, one answer per model, grouped by where JobTarget and Broadbean stood in it.

JobTarget first, Broadbean not the choice

1 of 14 modelsBroadbean was named in the answer but not as the choice, or not at all.
GLM 4.7 FlashXJobTarget alternatives: Appcast, Joveo, PandoLogic, Recruitics

Neither was the first choice, one was named

3 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5Joveo alternatives: Appcast, JobTarget
GPT-5.4 miniJoveo alternatives: Appcast, JobTarget, Talroo, Veritone Hire
Gemini 3.5 FlashAdway alternatives: JobTarget, Joveo, Veritone Hire

Neither was named

10 of 14 modelsThe answer made no first choice from these two in this category.
Perplexity SonarStackAdapt alternatives: 6sense, Appcast, Demandbase
Grok 4.1 FastPandoLogic alternatives: Appcast, Recruitics
Mistral SmallAdaptive Talent alternatives: JobAdX, TalentBurst
DeepSeek V4 FlashAppcast alternatives: Joveo, Talroo, VONQ
Llama 4 Maverickno first choice
Qwen 3.7 FlashAppcast alternatives: Joveo, LinkedIn Ads, Talroo
Kimi K2Joveo alternatives: Appcast
MiniMax M2.5Appcast, LinkedIn Talent Solutions alternatives: Adway, Indeed Programmatic, PandoLogic
GPT-6 LunaJobTarget Programmatic+ alternatives: Appcast
Muse Glimmer 30BJoveo alternatives: Appcast

Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
JobTarget leads by twenty-four points.
JobTarget24%#1 of 13
Broadbean0%#– of 13
The full small business standing →
Mid-marketThe figures above
JobTarget leads by twenty-one points.
JobTarget23%#1 of 14
Broadbean2%#7 of 14
The full mid-market standing →
Enterprise
The order flips: Broadbean leads at enterprise.
Broadbean7%#3 of 11
JobTarget2%#– of 11
The full enterprise standing →

What the models said about JobTarget

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.

“best overall for automated programmatic distribution plus attribution-ready reporting, but it is generally more oriented to larger teams” Muse Glimmer 30B · budget prompt · soft negative
“may overkill pricing/setup for most SMBs” Grok 4.1 Fast · paraphrase prompt · soft negative
“Highly geared toward mid-market teams managing 15 to 50 concurrent openings, offering flexible budgeting and unified analytics.” Gemini 3.5 Flash · scale prompt · first choice
“My default recommendation is JobTarget, especially if you hire steadily and want job distribution with budget optimization” GPT-6 Luna · paraphrase prompt · first choice
“JobTarget stands out as the best programmatic job advertising platform for companies with limited budgets.” Grok 4.1 Fast · budget prompt · first choice

What the models said about Broadbean

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.

“buying a massive, standalone enterprise distribution tool (like Broadbean or Appcast) is often overkill and highly inefficient” Gemini 3.5 Flash · paraphrase prompt · soft negative
“I'd recommend Broadbean if your priority is reliable multi-channel job distribution” Perplexity Sonar · paraphrase prompt · first choice
“Excellent if you want a hybrid of traditional job posting (flat-fee boards) and programmatic performance-based posting in a single interface.” Gemini 3.5 Flash · scale prompt · alternative
“Broadbean is a solid alternative when repeatable feed-based multiposting is the priority.” Muse Glimmer 30B · budget prompt · alternative
Also compared

Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.