Job advertising and distribution · September 2026 Edition
JobTarget vs Indeed
Three of twelve models named JobTarget first on the direct prompt; zero named Indeed. JobTarget was named by eight of the twelve models and Indeed by twelve and JobTarget carries 15 labels and Indeed 29, so the shares are not directly comparable.
Named in one category this edition.
Named in six categories this edition.
First-choice share21%3%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%34%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#5A position in a field of 11; printed, not drawn.
Labels1529A 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 modelsIndeed
Direct301 against Indeed
Paraphrase01
Comparative091 against Indeed
Budget-constrained401 against Indeed
Scale-constrained10
Negative017 against Indeed
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 Indeed stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| 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 Indeed first choice named as an alternative argued againstblank: not namedEach cell is one answer, JobTarget on the left and Indeed on the right.The direct prompt
The plain question, one answer per model, grouped by where JobTarget and Indeed stood in it.
JobTarget first, Indeed not the choice
3 of 12 modelsIndeed 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 9Indeed0%#7 of 9Mid-marketThe figures above
JobTarget leads by eighteen points.
JobTarget21%#1 of 11Indeed3%#5 of 11Enterprise
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 Indeed
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Many major platforms (including Indeed and ZipRecruiter) have shifted heavily toward pay-per-click or pay-per-application models. Without strict guardrails... budget vampires” Gemini 3.5 Flash · negative prompt · soft negative
“Sites like Indeed, Monster, and CareerBuilder are not "bad," but they are massive open markets where almost anyone can create a job posting.” Qwen 3.7 Flash · negative prompt · soft negative
“Job search scams target U.S. job seekers on popular platforms like Indeed, LinkedIn, ZipRecruiter, and Handshake” 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
“Commonly ranked as the best overall or #1 by postings volume, making it strongest for reach across many roles.” Perplexity Sonar · comparative prompt · first choice
“Indeed dominates in sheer volume, making it ideal for employers seeking a large pool of applicants quickly.” Mistral Small · comparative 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.