# Recruiting CRM and sourcing for enterprise buyers: 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 an enterprise B2B company. Page: https://www.gane.ai/index/hr/talent/recruiting-crm-and-sourcing/enterprise

**Standing:** SeekOut leads with 21% of first choices; verdict contested. 53 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [SeekOut](https://www.gane.ai/index/hr/vendors/seekout/index.md) | 21% | 9% | 34 |
| 2 | [Gem](https://www.gane.ai/index/hr/vendors/gem/index.md) | 15% | 13% | 39 |
| 3 | [LinkedIn Recruiter](https://www.gane.ai/index/hr/vendors/linkedin-recruiter/index.md) | 11% | 26% | 31 |
| 4 | [Avature](https://www.gane.ai/index/hr/vendors/avature/index.md) | 9% | 0% | 14 |
| 5 | [Beamery](https://www.gane.ai/index/hr/vendors/beamery/index.md) | 8% | 10% | 21 |
| 7 | [hireEZ](https://www.gane.ai/index/hr/vendors/hireez/index.md) | 6% | 4% | 26 |
| 8 | [Manatal](https://www.gane.ai/index/hr/vendors/manatal/index.md) | 6% | 0% | 13 |
| 9 | [Phenom](https://www.gane.ai/index/hr/vendors/phenom/index.md) | 4% | 0% | 15 |
| 11 | [Eightfold AI](https://www.gane.ai/index/hr/vendors/eightfold-ai/index.md) | 2% | 0% | 14 |
| 16 | [Ivalua](https://www.gane.ai/index/hr/vendors/ivalua/index.md) | 0% | 0% | 11 |
| 17 | [Coupa Sourcing](https://www.gane.ai/index/hr/vendors/coupa-sourcing/index.md) | 0% | 20% | 15 |
| 19 | [Jaggaer](https://www.gane.ai/index/hr/vendors/jaggaer/index.md) | 0% | 17% | 12 |

Rank is by share of first choices among all 80 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: no first choice
- GPT-5.4 mini: LinkedIn Recruiter; alternatives Eightfold AI, Gem, SeekOut
- Gemini 3.5 Flash: Gem; alternatives Beamery, Eightfold AI, Findem, SeekOut
- Perplexity Sonar: SeekOut; alternatives Eightfold AI, Gem, LinkedIn Recruiter, hireEZ
- Grok 4.20: SeekOut; alternatives Gem, LinkedIn Recruiter, hireEZ
- Mistral Small: Manatal, SeekOut; alternatives LinkedIn Recruiter, hireEZ
- DeepSeek V4 Flash: SeekOut; alternatives Gem, hireEZ
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: LinkedIn Recruiter; alternatives Gem, SeekOut, hireEZ
- Kimi K2: LinkedIn Recruiter, SeekOut; alternatives Gem, Manatal, hireEZ
- GLM 4.7 FlashX: SeekOut, hireEZ; alternatives Gem, Manatal
- MiniMax M2.5: SeekOut; alternatives LinkedIn Recruiter, Manatal, hireEZ
- GPT-6 Luna: LinkedIn Recruiter; alternatives Gem, SeekOut
- Muse Glimmer 30B: SeekOut; alternatives Eightfold AI, Manatal, Phenom, hireEZ

## Sources the answers cite

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

- leadchangegroup.com: 23 answers, 37 citations
- lever.co: 21 answers, 26 citations
- pin.com: 17 answers, 23 citations
- bestrecruitingtools.com: 16 answers, 28 citations
- selectsoftwarereviews.com: 16 answers, 17 citations
- gem.com: 14 answers, 16 citations
- sourcingtools.org: 13 answers, 13 citations
- g2.com: 12 answers, 18 citations

Pages named in the most answers:

- https://leadchangegroup.com/candidate-sourcing-software/enterprise (20 answers)
- https://lever.co/insights/best-candidate-sourcing-tools (14 answers)
- https://selectsoftwarereviews.com/buyer-guide/best-candidate-sourcing-tools (14 answers)
- https://lister.ai/software/recruiting/candidate-sourcing-tools/enterprise-candidate-sourcing-tools (12 answers)
- https://bestrecruitingtools.com/blog/best-recruiting-crm-software-enterprise-2026 (10 answers)
- https://sourcrlab.com/best/best-sourcing-tools-for-enterprise (8 answers)
- https://gem.com/blog/candidate-sourcing-software (7 answers)
- https://bestrecruitingtools.com/blog/best-candidate-sourcing-software-enterprise-2026 (6 answers)
- https://hiringmanager.net/best-recruitment-crm (6 answers)
- https://ivalua.com/blog/best-strategic-sourcing-software (6 answers)

## Warned against

- LinkedIn Recruiter: 8 of 31 labels negative. "LinkedIn Recruiter is commonly priced around $8,000–$12,000 per seat annually, which becomes extremely expensive at thousands of users." (Perplexity Sonar, budget prompt)
- Gem: 5 of 39 labels negative. "its pricing starts at $135/user/month, which may be less predictable for very large teams due to potential add-ons and custom enterprise agreements" (Mistral Small, budget prompt)
- SAP Ariba: 4 of 13 labels negative. "Avoid: SAP Ariba for this specific use case — while powerful, it has the highest TCO and most complex pricing" (Muse Glimmer 30B, negative prompt)
- Coupa Sourcing: 3 of 15 labels negative. "while it is a top enterprise-grade sourcing tool, it may have some limitations" (Llama 4 Maverick, negative prompt)

## Movement since October 2026

Floor: 13 points of share, measured on the calibration repeat.
Same leader: SeekOut at 21%.

- Eightfold AI: 12% to 2%, −10. Inside the floor by 3 points · rank 3 → 11 of 80.
- Avature: 0% to 9%, +9. Inside the floor by 4 points · rank 20 → 4 of 80.
- LinkedIn Recruiter: 6% to 11%, +5. Inside the floor by 8 points · rank 6 → 3 of 80.
- Beamery: 12% to 8%, −4. Inside the floor by 9 points · rank 4 → 5 of 80.
- SeekOut: 18% to 21%, +3. Inside the floor by 10 points · rank 1 of 80, unchanged.
- iCIMS: 10% to 8%, −2. Inside the floor by 11 points · rank 5 → 6 of 80.
- hireEZ: 4% to 6%, +2. Inside the floor by 11 points · rank 7 of 80, unchanged.
- Manatal: 4% to 6%, +2. Inside the floor by 11 points · rank 11 → 8 of 80.
- Phenom: 2% to 4%, +2. Inside the floor by 11 points · rank 12 → 9 of 80.
- Greenhouse: 4% to 2%, −2. Inside the floor by 11 points · rank 8 → 12 of 80.
- Gem: 14% to 15%, +1. Inside the floor by 12 points · rank 2 of 80, unchanged.
- Ivalua: 0% to 0%, ±0. Inside the floor by 13 points · rank 18 → 16 of 80.

## 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.