# Wrangle: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 6 judge labels across 2 categories by 6 of 14 models. Page: https://www.gane.ai/index/hr/vendors/wrangle

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Talent intelligence](https://www.gane.ai/index/hr/performance/talent-intelligence/index.md) | 2% | 15 | 0% | 4 |
| [AI recruiting assistants](https://www.gane.ai/index/hr/talent/ai-recruiting-assistants/index.md) | 0% | 63 | 0% | 2 |

## What the models said for it

- "Wrangle provides broader sourcing capabilities at $199/month with a trial period available" (MiniMax M2.5, Talent intelligence)
- "Wrangle (starting at $199/mo with free trial) ... offer the most accessible entry points" (Claude Haiku 4.5, Talent intelligence)
- "Wrangle – Deep talent graph search" (GLM 4.7 FlashX, Talent intelligence)
- "Best for AI-Powered Sourcing" (DeepSeek V4 Flash, Talent intelligence)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Wrangle, from 14 of the 14 answers that named it (only the models that return a source list).

### Domains cited

- wrangle.ai: 13 (its own site)
- pin.com: 9
- jobspipe.dev: 8
- g2.com: 6
- learn.g2.com: 6
- lessie.ai: 5
- skima.ai: 5
- metaview.ai: 4
- softwaresuggest.com: 4
- thecognitive.io: 4

### Pages cited

- https://wrangle.ai/blogs/best-talent-intelligence-platforms-2026: 11
- https://pin.com/blog/talent-intelligence-software: 9
- https://jobspipe.dev/talent-intelligence-platforms: 8
- https://learn.g2.com/best-talent-intelligence-software: 6
- https://g2.com/categories/talent-intelligence/small-business: 5
- https://lessie.ai/blog/talent-intelligence-platforms: 5
- https://skima.ai/blog/industry-trends-and-insights/talent-intelligence-tools: 5
- https://metaview.ai/resources/blog/talent-intelligence-platforms: 4

## In its own words

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

- Positioning: AI sourcing & outbound recruiting platform (https://wrangle.ai/)
- For: Recruiters, talent teams, and search firms (https://wrangle.ai/)
- Price stated: Starter plan, billed monthly (https://wrangle.ai/)
- Starting price: 199 (https://wrangle.ai/)
- Free plan or trial: free trial (https://wrangle.ai/)
- Customers named: Lightspeed, Rho, AfterQuery, AirOps, Serval, Hermeus, Antares Industries, K2 Space

## What it publishes

Every page wrangle.ai exposes, read 2026-09-29: 1067 addresses. By kind, pages and the last 90 days:

- blog: 31 pages, 11 in the last 90 days, latest 2026-09-26
- report or ebook: 1 pages, 0 in the last 90 days, latest 2025-12-02
- comparison: 8 pages, 1 in the last 90 days, latest 2026-08-25
- Recent: 2026-09-26 blog: Best ai recruiting agents 2026 https://wrangle.ai/blogs/best-ai-recruiting-agents-2026
- Recent: 2026-09-24 blog: Sourcing software for recruiting agencies 2026 https://wrangle.ai/blogs/sourcing-software-for-recruiting-agencies-2026
- Recent: 2026-09-22 blog: How calibratr scaled with wrangle https://wrangle.ai/blogs/how-calibratr-scaled-with-wrangle
- Recent: 2026-09-21 blog: What ai recruiting software do most recruiters recommend https://wrangle.ai/blogs/what-ai-recruiting-software-do-most-recruiters-recommend
- Recent: 2026-09-14 blog: How judgment labs searches for evidence of excellence https://wrangle.ai/blogs/how-judgment-labs-searches-for-evidence-of-excellence
- Recent: 2026-09-03 blog: Linkedin recruiter isnt enough https://wrangle.ai/blogs/linkedin-recruiter-isnt-enough

## 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.