# Community platforms for small business buyers: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "customer community platform" and as "online community software for customers", six framings each, to fourteen models with search on, on behalf of a small B2B company. Page: https://www.gane.ai/index/gtm/customer/community-platforms/2026-11/smb

**Standing:** Circle leads with 39% of first choices; verdict contested. 49 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Circle](https://www.gane.ai/index/gtm/vendors/circle/index.md) | 39% | 4% | 74 |
| 2 | [Discourse](https://www.gane.ai/index/gtm/vendors/discourse/index.md) | 31% | 5% | 66 |
| 3 | [Bettermode](https://www.gane.ai/index/gtm/vendors/bettermode/index.md) | 22% | 5% | 56 |
| 4 | [Mighty Networks](https://www.gane.ai/index/gtm/vendors/mighty-networks/index.md) | 2% | 10% | 39 |
| 5 | [Skool](https://www.gane.ai/index/gtm/vendors/skool/index.md) | 2% | 14% | 14 |
| 6 | [Discord](https://www.gane.ai/index/gtm/vendors/discord/index.md) | 2% | 47% | 34 |
| 7 | [Higher Logic Vanilla](https://www.gane.ai/index/gtm/vendors/higher-logic-vanilla/index.md) | 2% | 55% | 22 |
| 62 | [Slack](https://www.gane.ai/index/gtm/vendors/slack/index.md) | 0% | 59% | 27 |
| 63 | [Salesforce Experience Cloud](https://www.gane.ai/index/gtm/vendors/salesforce-experience-cloud/index.md) | 0% | 83% | 12 |
| 64 | [Khoros Communities](https://www.gane.ai/index/gtm/vendors/khoros-communities/index.md) | 0% | 73% | 22 |
| 65 | [Facebook Groups](https://www.gane.ai/index/gtm/vendors/facebook-groups/index.md) | 0% | 84% | 19 |
| 66 | [Gainsight Customer Communities](https://www.gane.ai/index/gtm/vendors/gainsight-customer-communities/index.md) | 0% | 94% | 18 |

Rank is by share of first choices among all 66 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: Circle; alternatives Bettermode
- Gemini 3.5 Flash: Bettermode; alternatives Circle, Discourse
- Perplexity Sonar: Circle; alternatives Bettermode, Discourse
- Grok 4.20: Bettermode, Circle; alternatives Discourse, Mighty Networks
- Mistral Small: Circle; alternatives Bettermode, Discourse
- DeepSeek V4 Flash: Bettermode; alternatives Circle, Discourse, Zoho CommunitySpaces
- Llama 4 Maverick: Circle; alternatives Bettermode, Discourse
- Qwen 3.7 Flash: Bettermode; alternatives Circle, Discourse
- Kimi K2: Circle; alternatives Bettermode, Discourse
- GLM 4.7 FlashX: Circle; alternatives Bettermode, Discourse
- MiniMax M2.5: Bettermode; alternatives Circle, Higher Logic Vanilla, Zoho CommunitySpaces
- GPT-6 Luna: Bettermode; alternatives Circle, Discourse
- Muse Glimmer 30B: Bettermode, Circle; alternatives Discourse

## Sources the answers cite

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

- spotsaas.com: 32 answers, 38 citations
- circle.so: 30 answers, 46 citations
- g2.com: 27 answers, 54 citations
- higherlogic.com: 26 answers, 35 citations
- toolradar.com: 24 answers, 32 citations
- guideflow.com: 24 answers, 31 citations
- bettermode.com: 23 answers, 31 citations
- thinkific.com: 21 answers, 21 citations

Pages named in the most answers:

- https://spotsaas.com/blog/best-online-community-management-software (23 answers)
- https://thinkific.com/blog/best-online-community-platforms (21 answers)
- https://toolradar.com/guides/best-community-platforms (21 answers)
- https://guideflow.com/blog/customer-community-software (20 answers)
- https://questionpro.com/blog/best-online-community-platforms (12 answers)
- https://socialedgeconsulting.com/post/best-online-community-platforms (12 answers)
- https://bettermode.com/blog/all-in-one-community-platform (11 answers)
- https://softwareadvice.com/community (11 answers)
- https://discourse.org/pricing (10 answers)
- https://linkedin.com/posts/cx-everywhere_online-communities-are-becoming-a-core-part-activity-7493128026118041601-eyri (10 answers)

## Warned against

- Facebook Groups: 16 of 19 labels negative. "Social media communities like Facebook Groups, LinkedIn Groups, and Reddit are risky if you want a stable, long-term home for your community" (Claude Haiku 4.5, negative prompt)
- Khoros Communities: 16 of 22 labels negative. "Khoros Communities - 89% of the labels were negative, and 11 out of 14 models gave it a hard negative rating." (Llama 4 Maverick, negative prompt)
- Gainsight Customer Communities: 17 of 18 labels negative. "Avoid enterprise tools: Skip Gainsight or Higher Logic unless you scale up—they're overkill and expensive." (Grok 4.20, budget prompt)
- Slack: 16 of 27 labels negative. "Not designed for communities—content gets buried, no progression path, poor monetization support, expensive at scale" (MiniMax M2.5, comparative prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Circle at 39%.

- Discourse: 16% to 31%, +15. Cleared the floor by 4 points · rank 3 → 2 of 66.
- Discord: 7% to 2%, −5. Inside the floor by 6 points · rank 4 → 6 of 66.
- Circle: 43% to 39%, −4. Inside the floor by 7 points · rank 1 of 66, unchanged.
- Slack: 3% to 0%, −3. Inside the floor by 8 points · rank 5 → 62 of 66.
- Bettermode: 24% to 22%, −2. Inside the floor by 9 points · rank 2 → 3 of 66.
- Skool: 0% to 2%, +2. Inside the floor by 9 points · rank 10 → 5 of 66.
- Higher Logic Vanilla: 0% to 2%, +2. Inside the floor by 9 points · rank 72 → 7 of 66.
- Mighty Networks: 2% to 2%, ±0. Inside the floor by 11 points · rank 6 → 4 of 66.
- Zoho CommunitySpaces: 0% to 0%, ±0. Inside the floor by 11 points · rank 11 → 8 of 66.
- Higher Logic: 0% to 0%, ±0. Inside the floor by 11 points · rank 68 → 59 of 66.
- Salesforce Experience Cloud: 0% to 0%, ±0. Inside the floor by 11 points · rank 73 → 63 of 66.
- Khoros Communities: 0% to 0%, ±0. Inside the floor by 11 points · rank 75 → 64 of 66.

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.