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Job advertising and distribution · September 2026 Edition

Joveo vs Indeed

Eight of twelve models named Joveo first on the direct prompt; zero named Indeed. Both were named by all twelve models and Joveo carries 26 labels and Indeed 29, so the shares are not directly comparable.

Joveo

accepted challenger

Named in four categories this edition.

Indeed

criticized challenger

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 rate19%34%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#5A position in a field of 11; printed, not drawn.
Labels2629A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Joveo reading right to left. Rank and label count are printed, not drawn.Appcast was named alongside these two in ten of the twelve direct answers. JobTarget vs Joveo · JobTarget vs Indeed · Joveo vs Appcast

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.
JoveoFirst choices, of twelve modelsIndeed
Direct801 against Indeed
Paraphrase01
Comparative191 against Indeed
Budget-constrained004 against Joveo · 1 against Indeed
Scale-constrained001 against Joveo
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.

Across every category in the September 2026 Edition, Joveo and Indeed were named in the same answer twenty-two times, of the 136 answers naming Joveo and the 119 naming Indeed. In those answers Indeed took the first choice three times and Joveo ten.

Every model, every framing

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

The direct prompt

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

Joveo first, Indeed not the choice

8 of 12 modelsIndeed was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5Joveo alternatives: Appcast, JobTarget
GPT-5.4 miniJoveo alternatives: Appcast, JobTarget, Talroo
Grok 4.1 FastJoveo alternatives: Appcast, Radancy, Recruitics
Mistral SmallJoveo alternatives: Adaptive Talent, Appcast
DeepSeek V4 FlashJoveo alternatives: Appcast
Llama 4 MaverickJoveo alternatives: MindMatch
Qwen 3.7 FlashJoveo alternatives: Appcast, JobTarget, Recruitics
Kimi K2Joveo alternatives: Recruitics

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.
Gemini 3.5 FlashAdway alternatives: Appcast, JobTarget, Joveo
Perplexity SonarJobTarget alternatives: Appcast, Joveo, Recruitics
GLM 4.7 FlashXJobTarget alternatives: Appcast, Joveo, Recruitics
MiniMax M2.5Appcast, JobTarget alternatives: Joveo, Talroo

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
Joveo leads by fifteen points.
Joveo15%#2 of 9
Indeed0%#7 of 9
The full small business standing →
Mid-marketThe figures above
Joveo leads by eighteen points.
Joveo21%#2 of 11
Indeed3%#5 of 11
The full mid-market standing →
Enterprise
Joveo leads by fourteen points.
Joveo14%#2 of 9
Indeed0%#8 of 9
The full enterprise standing →

What the models said about Joveo

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

“What to avoid on a limited budget - Joveo — typically $1,000–$5,000/month” DeepSeek V4 Flash · budget prompt · hard negative
“Avoid enterprise-heavy ones like Joveo/Appcast” Grok 4.1 Fast · budget prompt · hard negative
“such as Joveo, Recruitics, or Veritone Hire—are designed for high-volume, enterprise hiring and require high monthly software licensing fees or steep minimum ad spend commitments.” Gemini 3.5 Flash · budget prompt · soft negative
“For a mid-market B2B company specifically, Joveo stands out for its emphasis on quality and full-funnel optimization” Claude Haiku 4.5 · direct prompt · first choice
“Known for a transparent media exchange, full-funnel optimization that looks beyond the click to applies and hires” Claude Haiku 4.5 · comparative prompt · first choice
“Joveo stands out as the best programmatic job advertising platform for mid-market B2B companies” Mistral Small · direct 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.