# Community platforms: 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 mid-market B2B company. Page: https://www.gane.ai/index/gtm/customer/community-platforms

**Standing:** Bettermode leads with 25% of first choices; verdict contested. 51 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Bettermode](https://www.gane.ai/index/gtm/vendors/bettermode/index.md) | 25% | 10% | 51 |
| 2 | [Discourse](https://www.gane.ai/index/gtm/vendors/discourse/index.md) | 18% | 9% | 45 |
| 3 | [Higher Logic Vanilla](https://www.gane.ai/index/gtm/vendors/higher-logic-vanilla/index.md) | 18% | 18% | 50 |
| 4 | [Circle](https://www.gane.ai/index/gtm/vendors/circle/index.md) | 14% | 12% | 57 |
| 5 | [Gainsight Customer Communities](https://www.gane.ai/index/gtm/vendors/gainsight-customer-communities/index.md) | 10% | 7% | 44 |
| 6 | [Discord](https://www.gane.ai/index/gtm/vendors/discord/index.md) | 4% | 54% | 24 |
| 7 | [Mighty Networks](https://www.gane.ai/index/gtm/vendors/mighty-networks/index.md) | 2% | 27% | 22 |
| 12 | [Facebook Groups](https://www.gane.ai/index/gtm/vendors/facebook-groups/index.md) | 2% | 40% | 10 |
| 13 | [Salesforce Experience Cloud](https://www.gane.ai/index/gtm/vendors/salesforce-experience-cloud/index.md) | 0% | 31% | 39 |
| 14 | [Influitive](https://www.gane.ai/index/gtm/vendors/influitive/index.md) | 0% | 10% | 10 |
| 81 | [Slack](https://www.gane.ai/index/gtm/vendors/slack/index.md) | 0% | 53% | 15 |
| 82 | [Khoros Communities](https://www.gane.ai/index/gtm/vendors/khoros-communities/index.md) | 0% | 47% | 43 |

Rank is by share of first choices among all 82 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
- GPT-5.4 mini: Gainsight Customer Communities; alternatives Higher Logic Vanilla, Salesforce Experience Cloud
- Gemini 3.5 Flash: Gainsight Customer Communities, Higher Logic Vanilla; alternatives Bettermode, Discourse
- Perplexity Sonar: Bettermode; alternatives Gainsight Customer Communities
- Grok 4.20: Bettermode; alternatives Circle, Discourse, Gainsight Customer Communities
- Mistral Small: Bettermode; alternatives Higher Logic Vanilla, Influitive
- DeepSeek V4 Flash: Higher Logic Vanilla; alternatives Gainsight Customer Communities, Khoros Communities
- Llama 4 Maverick: Circle
- Qwen 3.7 Flash: Bettermode, Circle; alternatives Salesforce Experience Cloud, Zendesk Community
- Kimi K2: Bettermode; alternatives Gainsight Customer Communities, Influitive
- GLM 4.7 FlashX: Bettermode; alternatives Circle, Higher Logic Vanilla, Influitive
- MiniMax M2.5: Bettermode; alternatives Circle, Influitive, Salesforce Experience Cloud
- GPT-6 Luna: Higher Logic Vanilla; alternatives Bettermode, Gainsight Customer Communities
- Muse Glimmer 30B: Higher Logic Vanilla; alternatives Bettermode, Circle, Gainsight Customer Communities, Salesforce Experience Cloud

## Sources the answers cite

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

- higherlogic.com: 31 answers, 51 citations
- g2.com: 30 answers, 56 citations
- guideflow.com: 28 answers, 35 citations
- spotsaas.com: 25 answers, 29 citations
- gainsight.com: 22 answers, 30 citations
- bettermode.com: 21 answers, 25 citations
- linkedin.com: 19 answers, 21 citations
- cxtoday.com: 17 answers, 21 citations

Pages named in the most answers:

- https://guideflow.com/blog/customer-community-software (26 answers)
- https://spotsaas.com/blog/best-online-community-management-software (24 answers)
- https://linkedin.com/posts/cx-everywhere_online-communities-are-becoming-a-core-part-activity-7493128026118041601-eyri (15 answers)
- https://proofmap.com/insights/reports/customer-community-platform-2026 (15 answers)
- https://getapp.com/website-ecommerce-software/community/org/mid-size-business (13 answers)
- https://bettermode.com/blog/all-in-one-community-platform (11 answers)
- https://higherlogic.com/blog/online-community-software (10 answers)
- https://thecmo.com/tools/customer-community-software (10 answers)
- https://cxtoday.com/customer-community-platforms-2026 (9 answers)
- https://socialedgeconsulting.com/post/best-online-community-platforms (9 answers)

## Warned against

- Discord: 13 of 24 labels negative. "Discord is not recommended for business-critical communities due to platform lock-in, limited data ownership, and weak branding controls." (Mistral Small, negative prompt)
- Khoros Communities: 20 of 43 labels negative. "Platforms with Significant Concerns ... Khoros (formerly Lithium) ... Customers are actively migrating away due to uncertainty about the new ownership's long-term commitment" (Kimi K2, negative prompt)
- Slack: 8 of 15 labels negative. "A platform like Discord or Slack is great for chatting, but terrible for searching historical knowledge." (Qwen 3.7 Flash, scale prompt)
- Salesforce Experience Cloud: 12 of 39 labels negative. "Why Avoid: While widely used, recent analysis highlights it as an "avoid for predictable cost" scenario." (Qwen 3.7 Flash, negative prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Bettermode at 25%.

- Gainsight Customer Communities: 3% to 10%, +7. Inside the floor by 4 points · rank 5 of 82, unchanged.
- Bettermode: 29% to 25%, −4. Inside the floor by 7 points · rank 1 of 82, unchanged.
- Circle: 11% to 14%, +3. Inside the floor by 8 points · rank 4 of 82, unchanged.
- Higher Logic Vanilla: 16% to 18%, +2. Inside the floor by 9 points · rank 3 of 82, unchanged.
- Discord: 3% to 4%, +1. Inside the floor by 10 points · rank 7 → 6 of 82.
- Mighty Networks: 3% to 2%, −1. Inside the floor by 10 points · rank 6 → 7 of 82.
- Discourse: 18% to 18%, ±0. Inside the floor by 11 points · rank 2 of 82, unchanged.
- Higher Logic: 2% to 2%, ±0. Inside the floor by 11 points · rank 9 of 82, unchanged.
- Facebook Groups: 2% to 2%, ±0. Inside the floor by 11 points · rank 16 → 12 of 82.
- Salesforce Experience Cloud: 0% to 0%, ±0. Inside the floor by 11 points · rank 33 → 13 of 82.
- Influitive: 0% to 0%, ±0. Inside the floor by 11 points · rank 20 → 14 of 82.
- Zendesk Community: 0% to 0%, ±0. Inside the floor by 11 points · rank 18 → 15 of 82.

## 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.