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

HR AI Recommendation Index, October 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://hr-ai-index.com/talent/recruiting-crm-and-sourcing/

**Standing:** Gem (tied with Lever, Manatal) leads with 15% of first choices; verdict contested. 53 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Gem | 15% | 3% | 30 |
| 2 | Lever | 15% | 0% | 17 |
| 3 | Manatal | 15% | 5% | 21 |
| 4 | hireEZ | 8% | 7% | 27 |
| 5 | Zoho Recruit | 6% | 0% | 11 |
| 6 | Pin | 4% | 0% | 20 |
| 7 | LinkedIn Recruiter | 4% | 26% | 34 |
| 8 | Greenhouse | 4% | 0% | 13 |
| 9 | SeekOut | 0% | 7% | 27 |
| 10 | Juicebox | 0% | 0% | 13 |

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

- Claude Haiku 4.5: Jobvite, Workable; alternatives Gem, hireEZ
- GPT-5.4 mini: LinkedIn Recruiter; alternatives Hiring Pro
- Gemini 3.5 Flash: Gem; alternatives Juicebox, hireEZ
- Perplexity Sonar: Gem, hireEZ; alternatives Fetcher, Findem, SeekOut
- Grok 4.1 Fast: Lever; alternatives Gem, Greenhouse, Pin, Workable
- Mistral Small: Lever; alternatives Guideflow, Intervue, Pin
- DeepSeek V4 Flash: Gem; alternatives Greenhouse, Lever, Workable
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Gem; alternatives Apollo.io, SeekOut
- Kimi K2: Gem, hireEZ; alternatives LinkedIn Recruiter, SeekOut
- GLM 4.7 FlashX: no first choice
- MiniMax M2.5: Lever; alternatives Pin, Recruit CRM
- GPT-6 Luna: Gem; alternatives LinkedIn Recruiter, SeekOut
- Muse Glimmer 30B: Lever; alternatives Gem, Workable, hireEZ

## Sources the answers cite

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

- pin.com: 45 answers, 96 citations
- lever.co: 43 answers, 59 citations
- leonar.app: 33 answers, 38 citations
- selectsoftwarereviews.com: 33 answers, 36 citations
- intervue.io: 23 answers, 23 citations
- gem.com: 22 answers, 25 citations
- metaview.ai: 22 answers, 25 citations
- juicebox.ai: 19 answers, 22 citations

Pages named in the most answers:

- https://lever.co/insights/best-candidate-sourcing-tools (34 answers)
- https://selectsoftwarereviews.com/buyer-guide/best-candidate-sourcing-tools (28 answers)
- https://leonar.app/blog/best-talent-sourcing-platforms (26 answers)
- https://pin.com/blog/candidate-sourcing-software (26 answers)
- https://intervue.io/blog/best-candidate-sourcing-software (18 answers)
- https://pin.com/blog/best-sourcing-tools-recruiters (18 answers)
- https://gem.com/blog/candidate-sourcing-software (15 answers)
- https://hirebasis.com/blog/top-candidate-sourcing-tools (14 answers)
- https://lever.co/insights/best-recruitment-crm-software (13 answers)
- https://sapia.ai/resources/blog/ai-sourcing-tools-for-recruiting (12 answers)

## Warned against

- LinkedIn Recruiter: 9 of 34 labels negative. "Overpriced Platforms with Opaque Pricing - LinkedIn Recruiter Corporate: $10,800–$15,000/year with 3-seat minimums" (Kimi K2, negative prompt)
- Beamery: 5 of 7 labels negative. "SeekOut, Findem, Beamery: Don't publish pricing (often signals enterprise-level costs)" (Kimi K2, negative prompt)
- SeekOut: 2 of 27 labels negative. "SeekOut, Findem, Beamery: Don't publish pricing (often signals enterprise-level costs)" (Kimi K2, negative prompt)
- Alibaba: 2 of 2 labels negative. "On Alibaba, stick to "Gold Suppliers" with Trade Assurance escrow—beware basic "Verified Suppliers" or those refusing factory checks." (Grok 4.1 Fast, negative prompt)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat.
New leader: Lever (20%) to Gem (15%). Margin 4 points, within noise.

- Lever: 20% to 11%, −10. Inside the floor by 3 points · rank 1 → 3 of 108.
- Manatal: 9% to 15%, +6. Inside the floor by 7 points · rank 3 → 2 of 108.
- Greenhouse: 0% to 4%, +4. Inside the floor by 9 points · rank 22 → 8 of 108.
- hireEZ: 5% to 9%, +4. Inside the floor by 9 points · rank 6 → 4 of 108.
- Gem: 18% to 15%, −3. Inside the floor by 10 points · rank 2 → 1 of 108.
- Pin: 7% to 4%, −3. Inside the floor by 10 points · rank 5 → 6 of 108.
- SeekOut: 2% to 0%, −2. Inside the floor by 11 points · rank 9 → 20 of 108.
- Workable: 2% to 4%, +2. Inside the floor by 11 points · rank 10 → 9 of 108.
- Zoho Recruit: 7% to 6%, ±0. Inside the floor by 13 points · rank 4 → 5 of 108.
- LinkedIn Recruiter: 5% to 4%, ±0. Inside the floor by 13 points · rank 7 of 108, unchanged.
- Juicebox: 0% to 0%, ±0. Inside the floor by 13 points · rank 20 → 21 of 108.
- Fetcher: 0% to 0%, ±0. Inside the floor by 13 points · rank 21 → 22 of 108.

## Record

- Method: https://hr-ai-index.com/methodology/
- Raw judge labels and full responses: https://hr-ai-index.com/data/
- License: CC BY 4.0. Cite as HR AI Recommendation Index, October 2026 Edition, hr-ai-index.com.