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

Gane Index, October 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/2026-10/smb

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since. The current standing: https://www.gane.ai/index/gtm/customer/community-platforms/smb/index.md

**Standing:** Circle leads with 43% of first choices; verdict clear leader. 58 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) | 43% | 9% | 64 |
| 2 | [Bettermode](https://www.gane.ai/index/gtm/vendors/bettermode/index.md) | 24% | 10% | 50 |
| 3 | [Discourse](https://www.gane.ai/index/gtm/vendors/discourse/index.md) | 16% | 6% | 52 |
| 4 | [Discord](https://www.gane.ai/index/gtm/vendors/discord/index.md) | 7% | 38% | 26 |
| 5 | [Slack](https://www.gane.ai/index/gtm/vendors/slack/index.md) | 3% | 55% | 22 |
| 6 | [Mighty Networks](https://www.gane.ai/index/gtm/vendors/mighty-networks/index.md) | 2% | 12% | 33 |
| 10 | [Skool](https://www.gane.ai/index/gtm/vendors/skool/index.md) | 0% | 10% | 10 |
| 11 | Zoho CommunitySpaces | 0% | 0% | 10 |
| 68 | [Higher Logic](https://www.gane.ai/index/gtm/vendors/higher-logic/index.md) | 0% | 55% | 11 |
| 71 | [Facebook Groups](https://www.gane.ai/index/gtm/vendors/facebook-groups/index.md) | 0% | 55% | 20 |
| 72 | [Higher Logic Vanilla](https://www.gane.ai/index/gtm/vendors/higher-logic-vanilla/index.md) | 0% | 55% | 20 |
| 73 | [Salesforce Experience Cloud](https://www.gane.ai/index/gtm/vendors/salesforce-experience-cloud/index.md) | 0% | 77% | 13 |

Rank is by share of first choices among all 75 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: Bettermode; alternatives Gainsight Customer Communities, Higher Logic Vanilla, Influitive, Zendesk Community
- GPT-5.4 mini: Circle; alternatives Bettermode, Higher Logic
- Gemini 3.5 Flash: Bettermode; alternatives Circle, Discord, Discourse, Slack
- Perplexity Sonar: Bettermode; alternatives Higher Logic Vanilla, LearnWorlds, Mighty Networks
- Grok 4.20: Discourse; alternatives Bettermode, Circle
- Mistral Small: Bettermode; alternatives Zoho CommunitySpaces
- DeepSeek V4 Flash: Bettermode, Circle; alternatives Discourse, Zoho CommunitySpaces
- Llama 4 Maverick: Bettermode; alternatives Circle, Discourse
- Qwen 3.7 Flash: Circle; alternatives Bettermode, Discourse
- Kimi K2: Circle; alternatives Bettermode, Discourse, LoftOS
- GLM 4.7 FlashX: Circle; alternatives Bettermode, Discourse, Mighty Networks
- MiniMax M2.5: Bettermode, Circle; alternatives Skool, Zoho CommunitySpaces
- GPT-6 Luna: Circle; alternatives Bettermode, Discourse
- Muse Glimmer 30B: Circle; alternatives Bettermode, Discourse

## 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:

- bettermode.com: 44 answers, 73 citations
- guideflow.com: 43 answers, 59 citations
- higherlogic.com: 36 answers, 40 citations
- thecmo.com: 32 answers, 32 citations
- circle.so: 29 answers, 63 citations
- learnworlds.com: 29 answers, 37 citations
- g2.com: 24 answers, 44 citations
- spotsaas.com: 23 answers, 29 citations

Pages named in the most answers:

- https://bettermode.com/blog/all-in-one-community-platform (32 answers)
- https://thecmo.com/tools/customer-community-software (32 answers)
- https://higherlogic.com/blog/online-community-software (31 answers)
- https://guideflow.com/blog/user-community-platform (26 answers)
- https://learnworlds.com/blog/customer-education/customer-community-software (26 answers)
- https://guideflow.com/blog/customer-community-software (24 answers)
- https://learn.g2.com/best-online-community-management-software (23 answers)
- https://workramp.com/blog/14-best-online-community-software-platforms (23 answers)
- https://spotsaas.com/blog/best-online-community-management-software (22 answers)
- https://zendikt.com/top-10-community-software (13 answers)

## Warned against

- Khoros Communities: 16 of 18 labels negative. ""Skip Khoros, Higher Logic Vanilla, and Higher Logic Thrive if a published price matters: none shows a dollar figure on its own site."[" (Muse Glimmer 30B, negative prompt)
- Gainsight Customer Communities: 17 of 22 labels negative. "Avoid enterprise-grade platforms like Gainsight Community, Salesforce Experience Cloud, or Bettermode for now" (DeepSeek V4 Flash, budget prompt)
- Facebook Groups: 11 of 20 labels negative. "While free, Facebook Groups come with significant drawbacks: Poor searchability... Data ownership issues" (MiniMax M2.5, negative prompt)
- Salesforce Experience Cloud: 10 of 13 labels negative. "Examples to watch out for: Salesforce Experience Cloud... Why avoid: These systems often have steep learning curves" (Qwen 3.7 Flash, negative prompt)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Circle at 44%.

- Circle: 31% to 44%, +13. Cleared the floor by 2 points · rank 1 of 73, unchanged.
- Discourse: 18% to 12%, −6. Inside the floor by 5 points · rank 3 of 73, unchanged.
- Bettermode: 29% to 25%, −4. Inside the floor by 7 points · rank 2 of 73, unchanged.
- Facebook Groups: 4% to 0%, −4. Inside the floor by 7 points · rank 5 → 68 of 73.
- Slack: 2% to 4%, +2. Inside the floor by 9 points · rank 9 → 5 of 73.
- Mighty Networks: 0% to 2%, +2. Inside the floor by 9 points · rank 11 → 6 of 73.
- Zendesk Community: 2% to 0%, −2. Inside the floor by 9 points · rank 6 → 11 of 73.
- Higher Logic Vanilla: 2% to 0%, −2. Inside the floor by 9 points · rank 10 → 70 of 73.
- Discord: 9% to 8%, −1. Inside the floor by 10 points · rank 4 of 73, unchanged.
- Zoho CommunitySpaces: 0% to 0%, ±0. New · not ranked in September 2026 · rank 10 of 73.
- Skool: 0% to 0%, ±0. Inside the floor by 11 points · rank 12 of 73, unchanged.
- Higher Logic: 0% to 0%, ±0. Inside the floor by 11 points · rank 76 → 65 of 73.

## Record

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