# Talroo: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 12 judge labels across 2 categories by 9 of 14 models. Page: https://www.gane.ai/index/hr/vendors/talroo

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Job advertising and distribution](https://www.gane.ai/index/hr/talent/job-advertising-and-distribution/index.md) | 0% | 14 | 0% | 11 |
| [Recruitment marketing and career sites](https://www.gane.ai/index/hr/talent/recruitment-marketing-and-career-sites/index.md) | 0% | 55 | 0% | 1 |

## What the models said for it

- "Small-business focused UX and rising small-business ratings: Talroo Ad Platform, currently top trending for small business on G2." (Muse Glimmer 30B, Job advertising)
- "Strong for performance-based targeting (e.g., skills-based ads on niche sites). Affordable and easy for mid-market" (Grok 4.20, Job advertising)
- "Best for: Cost-effective, pay-for-performance hiring (especially frontline, hourly, or mid-level roles)" (Gemini 3.5 Flash, Job advertising)
- "Trending on G2 for small businesses, with easier setup and admin than competitors." (Grok 4.20, Job advertising)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 2 | 0 | 0 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Talroo, from 36 of the 36 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 31
- joveo.com: 27
- jobtarget.com: 23
- recruitcrm.io: 13
- wonderkind.com: 12
- github.com: 11
- selectsoftwarereviews.com: 11
- guideflow.com: 8
- broadbean.com: 6
- revenuebase.ai: 6

### Pages cited

- https://jobtarget.com/programmatic-job-advertising: 18
- https://g2.com/categories/programmatic-job-advertising/small-business: 16
- https://recruitcrm.io/blogs/programmatic-job-advertising: 13
- https://joveo.com/programmatic-job-advertising-the-ultimate-guide: 12
- https://github.com/Ninjahire/hrtech-landscape/blob/main/job-boards.md: 11
- https://g2.com/categories/programmatic-job-advertising: 9
- https://joveo.com/blog/best-programmatic-job-advertising-platforms: 9
- https://selectsoftwarereviews.com/buyer-guide/programmatic-job-advertising-software: 9

## In its own words

What Talroo's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: A frontline and skilled trades talent platform that helps employers hire hourly and skilled workers, with SmartQualify and Apply Intelligence to clarify expectations and pre-qualify candidates. (https://talroo.com/)
- For: Employers hiring frontline and skilled trades talent; hiring teams using ATS and recruitment marketing tools. (https://talroo.com/)
- Price stated: Contact for pricing (https://talroo.com/)
- Starting price: 0 (https://talroo.com/)
- Customers named: Aflac, Abercrombie & Fitch, FedEx, Care.com, ALDI, Amazon, Chipotle, CVS Pharmacy

## What it publishes

Every page talroo.com exposes, read 2026-09-29: 957 addresses. By kind, pages and the last 90 days:

- blog: 445 pages, 0 in the last 90 days, latest undated
- case study: 26 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 29 pages, 0 in the last 90 days, latest undated
- conference or event: 7 pages, 0 in the last 90 days, latest undated
- report or ebook: 96 pages, 0 in the last 90 days, latest undated
- comparison: 2 pages, 0 in the last 90 days, latest undated
- template or tool: 4 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 4 pages, 0 in the last 90 days, latest undated
- podcast or video: 4 pages, 0 in the last 90 days, latest undated
- news or press: 3 pages, 0 in the last 90 days, latest undated

## 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.