# Community platforms: 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 mid-market B2B company. Page: https://www.gane.ai/index/gtm/customer/community-platforms/2026-10

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since.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/index.md

**Standing:** Bettermode leads with 29% of first choices; verdict contested. 62 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) | 29% | 10% | 48 |
| 2 | [Discourse](https://www.gane.ai/index/gtm/vendors/discourse/index.md) | 18% | 6% | 49 |
| 3 | [Higher Logic Vanilla](https://www.gane.ai/index/gtm/vendors/higher-logic-vanilla/index.md) | 16% | 13% | 38 |
| 4 | [Circle](https://www.gane.ai/index/gtm/vendors/circle/index.md) | 11% | 13% | 53 |
| 5 | [Gainsight Customer Communities](https://www.gane.ai/index/gtm/vendors/gainsight-customer-communities/index.md) | 3% | 8% | 36 |
| 6 | [Mighty Networks](https://www.gane.ai/index/gtm/vendors/mighty-networks/index.md) | 3% | 23% | 31 |
| 7 | [Discord](https://www.gane.ai/index/gtm/vendors/discord/index.md) | 3% | 46% | 13 |
| 9 | [Higher Logic](https://www.gane.ai/index/gtm/vendors/higher-logic/index.md) | 2% | 25% | 12 |
| 18 | [Zendesk Community](https://www.gane.ai/index/gtm/vendors/zendesk-community/index.md) | 0% | 13% | 15 |
| 33 | [Salesforce Experience Cloud](https://www.gane.ai/index/gtm/vendors/salesforce-experience-cloud/index.md) | 0% | 35% | 31 |
| 76 | [Khoros Communities](https://www.gane.ai/index/gtm/vendors/khoros-communities/index.md) | 0% | 52% | 33 |

Rank is by share of first choices among all 76 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: Higher Logic Vanilla; alternatives Khoros Communities
- Gemini 3.5 Flash: Bettermode; alternatives Circle, Discourse, Gainsight Customer Communities, Higher Logic Vanilla
- Perplexity Sonar: Bettermode; alternatives Circle, Discourse, Gainsight Customer Communities
- Grok 4.20: Higher Logic Vanilla; alternatives Bettermode, Circle, Discourse, Gainsight Customer Communities
- Mistral Small: Circle; alternatives Bettermode, Discourse
- DeepSeek V4 Flash: Bettermode; alternatives Circle, Higher Logic Vanilla
- Llama 4 Maverick: Bettermode
- Qwen 3.7 Flash: Circle; alternatives Discourse, HubSpot Community
- Kimi K2: Bettermode, Circle; alternatives Discourse, Gainsight Customer Communities, Higher Logic Vanilla
- GLM 4.7 FlashX: Bettermode, Circle; alternatives Gainsight Customer Communities
- MiniMax M2.5: Bettermode, Higher Logic Vanilla; alternatives Circle, Discourse
- GPT-6 Luna: Higher Logic Vanilla; alternatives Bettermode, Discourse
- Muse Glimmer 30B: Bettermode, Higher Logic Vanilla; alternatives Circle, Discourse

## Sources the answers cite

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

- bettermode.com: 42 answers, 67 citations
- guideflow.com: 38 answers, 50 citations
- thecmo.com: 34 answers, 34 citations
- learnworlds.com: 32 answers, 37 citations
- learn.g2.com: 27 answers, 28 citations
- cxtoday.com: 24 answers, 38 citations
- spotsaas.com: 24 answers, 25 citations
- higherlogic.com: 23 answers, 33 citations

Pages named in the most answers:

- https://guideflow.com/blog/customer-community-software (35 answers)
- https://thecmo.com/tools/customer-community-software (34 answers)
- https://bettermode.com/blog/all-in-one-community-platform (29 answers)
- https://learnworlds.com/blog/customer-education/customer-community-software (27 answers)
- https://learn.g2.com/best-online-community-management-software (26 answers)
- https://spotsaas.com/blog/best-online-community-management-software (23 answers)
- https://workramp.com/blog/14-best-online-community-software-platforms (19 answers)
- https://cxtoday.com/community-social-engagement/customer-community-platforms-2026 (18 answers)
- https://higherlogic.com/blog/online-community-software (17 answers)
- https://gartner.com/reviews/market/b2b-customer-community-platforms (16 answers)

## Warned against

- Khoros Communities: 17 of 33 labels negative. "Verdict: Avoid unless you're a large enterprise with the budget and team to manage a complex, potentially buggy platform." (DeepSeek V4 Flash, negative prompt)
- Salesforce Experience Cloud: 11 of 31 labels negative. "When to avoid: Unless you're already all-in on Salesforce stack. Often criticized as bloated for pure community use." (Grok 4.20, negative prompt)
- Mighty Networks: 7 of 31 labels negative. "Platforms to Avoid (Unsuitable for most large enterprises): Circle, Mighty Networks, Bettermode (formerly Tribe)" (Muse Glimmer 30B, negative prompt)
- Circle: 7 of 53 labels negative. "Platforms to Avoid (Unsuitable for most large enterprises): Circle, Mighty Networks, Bettermode (formerly Tribe)" (Muse Glimmer 30B, negative prompt)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat.
New leader: Higher Logic Vanilla (23%) to Bettermode (29%). Margin 16 points, beyond the floor.

- Higher Logic Vanilla: 23% to 13%, −10. Inside the floor by 1 point · rank 1 → 4 of 68.
- Discord: 11% to 4%, −7. Inside the floor by 4 points · rank 5 → 7 of 68.
- Bettermode: 23% to 29%, +6. Inside the floor by 5 points · rank 2 → 1 of 68.
- Discourse: 13% to 16%, +3. Inside the floor by 8 points · rank 4 → 2 of 68.
- Circle: 15% to 13%, −2. Inside the floor by 9 points · rank 3 of 68, unchanged.
- Gainsight Customer Communities: 6% to 4%, −2. Inside the floor by 9 points · rank 6 → 5 of 68.
- Mighty Networks: 2% to 4%, +2. Inside the floor by 9 points · rank 10 → 6 of 68.
- Higher Logic: 0% to 2%, +2. Inside the floor by 9 points · rank 38 → 10 of 68.
- Skool: 2% to 0%, −2. Inside the floor by 9 points · rank 8 → 21 of 68.
- Facebook Groups: 2% to 2%, ±0. Inside the floor by 11 points · rank 7 → 17 of 68.
- Zendesk Community: 0% to 0%, ±0. Inside the floor by 11 points · rank 11 → 18 of 68.
- Influitive: 0% to 0%, ±0. Inside the floor by 11 points · rank 12 → 20 of 68.

## 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.