# Recruiting CRM and sourcing: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "candidate sourcing tool" and as "recruiting CRM", six framings each, to fourteen models with search on, on behalf of a mid-market B2B company. Page: https://www.gane.ai/index/hr/talent/recruiting-crm-and-sourcing

**Standing:** Gem leads with 20% of first choices; verdict contested. 51 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Gem](https://www.gane.ai/index/hr/vendors/gem/index.md) | 20% | 3% | 35 |
| 2 | [hireEZ](https://www.gane.ai/index/hr/vendors/hireez/index.md) | 12% | 3% | 34 |
| 3 | [Manatal](https://www.gane.ai/index/hr/vendors/manatal/index.md) | 8% | 0% | 19 |
| 4 | [Lever](https://www.gane.ai/index/hr/vendors/lever/index.md) | 8% | 0% | 21 |
| 5 | [LinkedIn Recruiter](https://www.gane.ai/index/hr/vendors/linkedin-recruiter/index.md) | 6% | 20% | 30 |
| 6 | [Ashby](https://www.gane.ai/index/hr/vendors/ashby/index.md) | 6% | 0% | 12 |
| 8 | [Fetcher](https://www.gane.ai/index/hr/vendors/fetcher/index.md) | 4% | 6% | 18 |
| 9 | [Zoho Recruit](https://www.gane.ai/index/hr/vendors/zoho-recruit/index.md) | 4% | 0% | 14 |
| 10 | [Pin](https://www.gane.ai/index/hr/vendors/pin/index.md) | 4% | 0% | 13 |
| 14 | [SeekOut](https://www.gane.ai/index/hr/vendors/seekout/index.md) | 2% | 3% | 31 |
| 15 | [Greenhouse](https://www.gane.ai/index/hr/vendors/greenhouse/index.md) | 2% | 0% | 16 |
| 16 | [Juicebox](https://www.gane.ai/index/hr/vendors/juicebox/index.md) | 2% | 6% | 16 |

Rank is by share of first choices among all 120 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: LinkedIn Recruiter; alternatives Apollo.io, ZoomInfo
- GPT-5.4 mini: Gem; alternatives LinkedIn Recruiter, Loxo, SeekOut, hireEZ
- Gemini 3.5 Flash: LinkedIn Recruiter; alternatives Fetcher, Findem, SeekOut, ZoomInfo Talent
- Perplexity Sonar: hireEZ; alternatives Gem, Lever, SeekOut, Workable
- Grok 4.20: hireEZ; alternatives Findem, SeekOut
- Mistral Small: Gem, hireEZ; alternatives Fetcher, Findem
- DeepSeek V4 Flash: hireEZ; alternatives Fetcher, Gem, LinkedIn Recruiter, SeekOut
- Llama 4 Maverick: Fetcher, Findem, Gem, hireEZ
- Qwen 3.7 Flash: Gem; alternatives ContactOut, Fetcher, Lusha, hireEZ
- Kimi K2: Gem; alternatives SeekOut, hireEZ
- GLM 4.7 FlashX: Fetcher, Gem; alternatives hireEZ
- MiniMax M2.5: Gem, SeekOut; alternatives Fetcher, Juicebox, hireEZ
- GPT-6 Luna: LinkedIn Recruiter; alternatives Gem, SeekOut
- Muse Glimmer 30B: Gem, hireEZ; alternatives Fetcher, Findem, Humanly, Manatal

## Sources the answers cite

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

- lever.co: 32 answers, 43 citations
- leadchangegroup.com: 29 answers, 65 citations
- pin.com: 16 answers, 21 citations
- selectsoftwarereviews.com: 15 answers, 16 citations
- leonar.app: 14 answers, 15 citations
- firsthr.app: 13 answers, 13 citations
- sourcingtools.org: 12 answers, 15 citations
- linkedin.com: 11 answers, 18 citations

Pages named in the most answers:

- https://lever.co/insights/best-candidate-sourcing-tools (22 answers)
- https://selectsoftwarereviews.com/buyer-guide/best-candidate-sourcing-tools (14 answers)
- https://leadchangegroup.com/recruiting-software/mid-market (11 answers)
- https://firsthr.app/compare/hiring/sourcing-tools (10 answers)
- https://dishertalent.com/blog/sourcing-tools-review (8 answers)
- https://leadchangegroup.com/recruitment-crm/mid-market (8 answers)
- https://leonar.app/blog/candidate-sourcing-software (8 answers)
- https://matchr.io/blog/top-40-best-sourcing-tools (8 answers)
- https://peoplebox.ai/blog/candidate-sourcing-tools (8 answers)
- https://peoplemanagingpeople.com/tools/best-candidate-sourcing-software (8 answers)

## Warned against

- LinkedIn Recruiter: 6 of 30 labels negative. "LinkedIn doesn't publish a standard price, so compare a quote rather than assuming it's the cheapest" (GPT-6 Luna, budget prompt)
- SAP Ariba: 3 of 5 labels negative. "strategic sourcing software that are not recommended for small B2B companies, such as SAP Ariba, Coupa, and Jaggaer, due to their complexity and high total cost of ownership" (Llama 4 Maverick, negative prompt)
- Bullhorn: 3 of 5 labels negative. "What I'd Avoid for Your Use Case - Recruit CRM / Bullhorn / Tracker RMS" (DeepSeek V4 Flash, paraphrase prompt)
- Recruit CRM: 3 of 7 labels negative. "What I'd Avoid for Your Use Case - Recruit CRM / Bullhorn / Tracker RMS" (DeepSeek V4 Flash, paraphrase prompt)

## Movement since October 2026

Floor: 13 points of share, measured on the calibration repeat.
Same leader: Gem at 20%.

- Manatal: 15% to 8%, −7. Inside the floor by 6 points · rank 3 of 120, unchanged.
- Lever: 15% to 8%, −7. Inside the floor by 6 points · rank 2 → 4 of 120.
- Gem: 15% to 20%, +5. Inside the floor by 8 points · rank 1 of 120, unchanged.
- hireEZ: 8% to 12%, +4. Inside the floor by 9 points · rank 4 → 2 of 120.
- Ashby: 2% to 6%, +4. Inside the floor by 9 points · rank 13 → 6 of 120.
- Fetcher: 0% to 4%, +4. Inside the floor by 9 points · rank 23 → 8 of 120.
- LinkedIn Recruiter: 4% to 6%, +2. Inside the floor by 11 points · rank 7 → 5 of 120.
- Zoho Recruit: 6% to 4%, −2. Inside the floor by 11 points · rank 5 → 9 of 120.
- SeekOut: 0% to 2%, +2. Inside the floor by 11 points · rank 21 → 14 of 120.
- Greenhouse: 4% to 2%, −2. Inside the floor by 11 points · rank 8 → 15 of 120.
- Juicebox: 0% to 2%, +2. Inside the floor by 11 points · rank 22 → 16 of 120.
- Pin: 4% to 4%, ±0. Inside the floor by 13 points · rank 6 → 10 of 120.

## 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.