# Employee giving and volunteering: what AI models recommend, October 2026

HR AI Recommendation Index, October 2026 Edition. Asked as "employee giving and volunteering platform" and as "corporate social responsibility platform", six framings each, to fourteen models with search on, on behalf of a mid-market B2B company. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories. Page: https://hr-ai-index.com/experience/employee-giving-and-volunteering/

**Standing:** Millie leads with 22% of first choices; verdict contested. 59 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Millie | 22% | 3% | 33 |
| 2 | Selflessly | 20% | 3% | 30 |
| 3 | Uncommon Giving | 10% | 6% | 32 |
| 4 | Bright Funds | 8% | 6% | 16 |
| 5 | Groundswell | 7% | 5% | 20 |
| 6 | YourCause | 3% | 50% | 34 |
| 7 | Benevity Enterprise Impact Platform | 3% | 59% | 61 |
| 8 | Deed | 2% | 12% | 16 |
| 9 | Goodera | 0% | 6% | 16 |
| 10 | CyberGrants | 0% | 46% | 13 |

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

- Claude Haiku 4.5: Uncommon Giving; alternatives Bright Funds, Groundswell, Millie
- GPT-5.4 mini: Bonterra; alternatives Benevity Enterprise Impact Platform
- Gemini 3.5 Flash: Groundswell; alternatives Bright Funds, Deed, Millie, Uncommon Giving
- Perplexity Sonar: Millie; alternatives Percent Pledge, Uncommon Giving
- Grok 4.1 Fast: Millie; alternatives Goodera, Selflessly, Uncommon Giving
- Mistral Small: Bright Funds; alternatives Uncommon Giving, VolunteerLocal
- DeepSeek V4 Flash: Groundswell, Millie; alternatives Bright Funds, OnHand, Selflessly, Uncommon Giving
- Llama 4 Maverick: Bright Funds; alternatives Guideflow, Uncommon Giving
- Qwen 3.7 Flash: Benevity Enterprise Impact Platform, Social Cues; alternatives Goodchange, Salesforce Nonprofit Cloud
- Kimi K2: Groundswell, Millie; alternatives Alaya, OnHand, YourCause
- GLM 4.7 FlashX: Bright Funds; alternatives Uncommon Giving
- MiniMax M2.5: Bright Funds, Uncommon Giving; alternatives Millie, OnHand
- GPT-6 Luna: Selflessly; alternatives Benevity Enterprise Impact Platform, Millie, YourCause
- Muse Glimmer 30B: Bright Funds, Uncommon Giving

## Sources the answers cite

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

- uncommongiving.com: 51 answers, 98 citations
- guideflow.com: 44 answers, 75 citations
- g2.com: 42 answers, 80 citations
- bonterratech.com: 41 answers, 61 citations
- yourcause.com: 39 answers, 59 citations
- benevity.com: 29 answers, 45 citations
- goodera.com: 27 answers, 32 citations
- submittable.com: 23 answers, 29 citations

Pages named in the most answers:

- https://uncommongiving.com/uncommon-blog/csr-software (39 answers)
- https://bonterratech.com/blog/corporate-giving-platforms (29 answers)
- https://guideflow.com/blog/corporate-volunteering-software (27 answers)
- https://guideflow.com/blog/corporate-giving-software (25 answers)
- https://stratuslive.com/blog/7-best-workplace-giving-platforms (23 answers)
- https://guideflow.com/blog/csr-software (22 answers)
- https://submittable.com/blog/best-csr-software (21 answers)
- https://yourcause.com/articles/best-corporate-volunteering-software (18 answers)
- https://momogood.com/blog/best-employee-giving-platforms (17 answers)
- https://goodera.com/en-gb/blog/corporate-volunteering-software (16 answers)

## Warned against

- Benevity Enterprise Impact Platform: 36 of 61 labels negative. "Platforms with documented, repeated criticisms Benevity ... complex admin, slow fund distribution, 2–3% transaction fees, hard-to-reach support, and low employee engagement." (Muse Glimmer 30B, negative prompt)
- YourCause: 17 of 34 labels negative. "Benevity, YourCause, and Deed are specifically called out for issues such as long distribution timelines, limited mobile support, or heavy administrative burden" (Perplexity Sonar, negative prompt)
- CyberGrants: 6 of 13 labels negative. "Platforms like Benevity, YourCause, CyberGrants that charge extra for support, have high transaction fees, and require complex onboarding" (GLM 4.7 FlashX, negative prompt)
- Bonterra: 4 of 7 labels negative. "you will want to avoid legacy enterprise systems like Benevity, Bonterra, or YourCause" (Gemini 3.5 Flash, budget prompt)

## 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.