# Job advertising and distribution for enterprise buyers: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "programmatic job advertising platform" and as "job posting distribution tool", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Page: https://www.gane.ai/index/hr/talent/job-advertising-and-distribution/enterprise

**Standing:** Appcast leads with 45% of first choices; verdict clear leader. 51 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Appcast](https://www.gane.ai/index/hr/vendors/appcast/index.md) | 45% | 7% | 58 |
| 2 | [Joveo](https://www.gane.ai/index/hr/vendors/joveo/index.md) | 18% | 0% | 49 |
| 3 | [JobTarget](https://www.gane.ai/index/hr/vendors/jobtarget/index.md) | 12% | 6% | 18 |
| 4 | [Broadbean](https://www.gane.ai/index/hr/vendors/broadbean/index.md) | 8% | 0% | 19 |
| 5 | eQuest | 6% | 0% | 10 |
| 6 | [Radancy](https://www.gane.ai/index/hr/vendors/radancy/index.md) | 2% | 5% | 22 |
| 7 | [SmartRecruiters](https://www.gane.ai/index/hr/vendors/smartrecruiters/index.md) | 2% | 0% | 10 |
| 12 | [Recruitics](https://www.gane.ai/index/hr/vendors/recruitics/index.md) | 0% | 3% | 32 |
| 13 | [PandoLogic](https://www.gane.ai/index/hr/vendors/pandologic/index.md) | 0% | 5% | 19 |
| 14 | [Phenom](https://www.gane.ai/index/hr/vendors/phenom/index.md) | 0% | 0% | 10 |
| 15 | [Talroo](https://www.gane.ai/index/hr/vendors/talroo/index.md) | 0% | 0% | 11 |
| 16 | [Veritone Hire](https://www.gane.ai/index/hr/vendors/veritone-hire/index.md) | 0% | 10% | 10 |

Rank is by share of first choices among all 82 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: Appcast, Joveo; alternatives Radancy
- GPT-5.4 mini: Appcast, Joveo; alternatives Radancy
- Gemini 3.5 Flash: Appcast; alternatives Joveo, Radancy, Recruitics, Veritone Hire
- Perplexity Sonar: Appcast; alternatives Joveo, Radancy, Recruitics
- Grok 4.20: Appcast; alternatives Joveo, Phenom, Recruitics
- Mistral Small: Appcast; alternatives Adway, Joveo, Recruitics
- DeepSeek V4 Flash: Appcast; alternatives Joveo, PandoLogic, Recruitics
- Llama 4 Maverick: Appcast
- Qwen 3.7 Flash: Appcast; alternatives Joveo, PandoLogic
- Kimi K2: Appcast; alternatives Adway, PandoLogic
- GLM 4.7 FlashX: Appcast, Joveo; alternatives Recruitics, VONQ
- MiniMax M2.5: Joveo; alternatives Appcast, JobTarget, Recruitics, Veritone Hire
- GPT-6 Luna: Joveo; alternatives Appcast, Recruitics
- Muse Glimmer 30B: Appcast, Joveo; alternatives Radancy

## Sources the answers cite

79 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- g2.com: 49 answers, 117 citations
- joveo.com: 45 answers, 78 citations
- guideflow.com: 32 answers, 39 citations
- jobtarget.com: 27 answers, 42 citations
- selectsoftwarereviews.com: 24 answers, 24 citations
- github.com: 22 answers, 22 citations
- revenuebase.ai: 16 answers, 17 citations
- appcast.io: 15 answers, 22 citations

Pages named in the most answers:

- https://g2.com/categories/programmatic-job-advertising/enterprise (24 answers)
- https://guideflow.com/blog/programmatic-job-advertising-software (24 answers)
- https://github.com/Ninjahire/hrtech-landscape/blob/main/job-boards.md (22 answers)
- https://g2.com/discussions/what-are-the-highest-rated-programmatic-job-advertising-platforms-for-cost-effective-candidate-sourcing-at-enterprise-teams-with-demanding-requirements (21 answers)
- https://selectsoftwarereviews.com/buyer-guide/programmatic-job-advertising-software (21 answers)
- https://jobtarget.com/programmatic-job-advertising (20 answers)
- https://g2.com/discussions/which-programmatic-job-advertising-platforms-are-the-highest-rated-for-cost-effective-candidate-sourcing-for-enterprise-talent-teams-that-need-to-hire-at-volume-without-blowing-the-recruitment-marketing-budget (12 answers)
- https://joveo.com/programmatic-job-advertising-the-ultimate-guide (12 answers)
- https://guideflow.com/blog/recruitment-marketing-platforms (11 answers)
- https://joveo.com/blog/best-programmatic-job-advertising-platforms (11 answers)

## Warned against

- Indeed: 12 of 22 labels negative. "Indeed (and similar aggregators like CareerBuilder or Monster in some markets): Often criticized for overwhelming volumes of unqualified, bot-driven, or irrelevant applications" (Grok 4.20, negative prompt)
- Craigslist: 8 of 8 labels negative. "this lack of verification and high scam prevalence makes Craigslist risky for maintaining brand reputation" (Claude Haiku 4.5, negative prompt)
- Monster: 8 of 9 labels negative. "Why avoid: Consistently rated as having the most negative sentiment among job boards" (GLM 4.7 FlashX, negative prompt)
- LinkedIn Jobs: 8 of 15 labels negative. "Legitimate platforms including Indeed, LinkedIn, and Craigslist have been noted in consumer protection reports as sites where fake job postings occasionally appear." (MiniMax M2.5, negative prompt)

## Movement since October 2026

Floor: 13 points of share, measured on the calibration repeat.
Same leader: Appcast at 45%.

- JobTarget: 2% to 12%, +10. Inside the floor by 3 points · rank 13 → 3 of 82.
- eQuest: 0% to 6%, +6. Inside the floor by 7 points · rank 53 → 5 of 82.
- Joveo: 15% to 18%, +3. Inside the floor by 10 points · rank 2 of 82, unchanged.
- SmartRecruiters: 5% to 2%, −3. Inside the floor by 10 points · rank 5 → 7 of 82.
- Appcast: 43% to 45%, +2. Inside the floor by 11 points · rank 1 of 82, unchanged.
- Recruitics: 2% to 0%, −2. Inside the floor by 11 points · rank 9 → 12 of 82.
- PandoLogic: 2% to 0%, −2. Inside the floor by 11 points · rank 11 → 13 of 82.
- Veritone Hire: 2% to 0%, −2. Inside the floor by 11 points · rank 12 → 16 of 82.
- Adway: 2% to 0%, −2. Inside the floor by 11 points · rank 10 → 17 of 82.
- Broadbean: 7% to 8%, +1. Inside the floor by 12 points · rank 3 → 4 of 82.
- Radancy: 3% to 2%, −1. Inside the floor by 12 points · rank 6 of 82, unchanged.
- Phenom: 0% to 0%, ±0. Inside the floor by 13 points · rank 17 → 14 of 82.

## Record

- Method: https://www.gane.ai/index/hr/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/hr.