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Job advertising and distribution · September 2026 Edition

JobTarget vs LinkedIn

Three of twelve models named JobTarget first on the direct prompt; zero named LinkedIn. JobTarget was named by eight of the twelve models and LinkedIn by eleven and JobTarget carries 15 labels and LinkedIn 19, so the shares are not directly comparable.

JobTarget

accepted challenger

Named in one category this edition.

LinkedIn

criticized challenger

Named in five categories this edition.

First-choice share21%3%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%32%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#6A position in a field of 11; printed, not drawn.
Labels1519A 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.Joveo was named alongside these two in twelve of the twelve direct answers. JobTarget vs Joveo · JobTarget vs Appcast · JobTarget vs ZipRecruiter

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 twelve models made each the first choice, per way of asking, and how many argued against it.
JobTargetFirst choices, of twelve modelsLinkedIn
Direct30
Paraphrase01
Comparative01
Budget-constrained40
Scale-constrained10
Negative036 against LinkedIn
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.

Every model, every framing

The seventy-two answers behind the chart above, one cell each: where JobTarget and LinkedIn 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
JobTarget LinkedIn first choice named as an alternative argued againstblank: not namedEach cell is one answer, JobTarget on the left and LinkedIn on the right.

The direct prompt

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

JobTarget first, LinkedIn not the choice

3 of 12 modelsLinkedIn was named in the answer but not as the choice, or not at all.
Perplexity SonarJobTarget alternatives: Appcast, Joveo, Recruitics
GLM 4.7 FlashXJobTarget alternatives: Appcast, Joveo, Recruitics
MiniMax M2.5Appcast, JobTarget alternatives: Joveo, Talroo

Neither was the first choice, one was named

4 of 12 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
Gemini 3.5 FlashAdway alternatives: Appcast, JobTarget, Joveo
Qwen 3.7 FlashJoveo alternatives: Appcast, JobTarget, Recruitics

Neither was named

5 of 12 modelsThe answer made no first choice from these two in this category.
Grok 4.1 FastJoveo alternatives: Appcast, Radancy, Recruitics
Mistral SmallJoveo alternatives: Adaptive Talent, Appcast
DeepSeek V4 FlashJoveo alternatives: Appcast
Llama 4 MaverickJoveo alternatives: MindMatch
Kimi K2Joveo alternatives: Recruitics

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 nineteen points.
JobTarget19%#1 of 9
LinkedIn0%#8 of 9
The full small business standing →
Mid-marketThe figures above
JobTarget leads by eighteen points.
JobTarget21%#1 of 11
LinkedIn3%#6 of 11
The full mid-market standing →
Enterprise
JobTarget leads by two points.
JobTarget2%#– of 9
LinkedIn0%#9 of 9
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. Three of four in this category shown.

“JobTarget: Highly popular for mid-market companies; offers scalable programmatic tiers (like JobTarget360) and plays very well with mid-market ATS systems.” Gemini 3.5 Flash · scale prompt · first choice
“the best choice is usually JobTarget if you want programmatic job advertising with budget control and self-serve flexibility” GPT-5.4 mini · budget prompt · first choice
“JobTarget stands out as the best option for a company with a limited budget seeking a programmatic job advertising platform.” Grok 4.1 Fast · budget prompt · first choice

What the models said about LinkedIn

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

“Scams are commonly carried out through Facebook, Instagram, TikTok, WhatsApp, Telegram, LinkedIn, and similar channels, especially when the recruiter contacts you first.” Perplexity Sonar · negative prompt · soft negative
“98 percent of scam vacancies analyzed were found on LinkedIn, though this doesn't mean LinkedIn itself is unsafe” Claude Haiku 4.5 · negative prompt · soft negative
“Stick to well-established, reputable job boards with strong verification systems, such as LinkedIn, Indeed, Monster, Glassdoor, and CareerBuilder.” Mistral Small · negative prompt · first choice
“Stick to well-known boards with strong verification (LinkedIn, Glassdoor, FlexJobs is human-reviewed” DeepSeek V4 Flash · negative prompt · first choice
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.