# Community platforms for enterprise buyers: what AI models recommend, September 2026

GTM AI Recommendation Index, September 2026 Edition. Asked as "customer community platform" and as "online community software for customers", six framings each, to twelve models with search on, on behalf of an enterprise B2B company. Page: https://gtm-ai-index.com/customer/community-platforms/enterprise/

**Standing:** Higher Logic Vanilla leads with 38% of first choices; verdict contested. 52 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Higher Logic Vanilla | 38% | 6% | 52 |
| 2 | Gainsight Customer Communities | 12% | 6% | 34 |
| 3 | Salesforce Experience Cloud | 12% | 36% | 50 |
| 4 | Khoros Communities | 8% | 21% | 38 |
| 5 | Discourse | 6% | 20% | 25 |
| 6 | Khoros | 6% | 35% | 17 |
| 7 | Bettermode | 4% | 30% | 23 |
| 8 | Circle | 2% | 53% | 19 |
| 9 | Zendesk Community | 0% | 0% | 17 |

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

- Claude Haiku 4.5: Khoros, Salesforce Community Cloud; alternatives Circle, Higher Logic
- GPT-5.4 mini: Salesforce Experience Cloud; alternatives Discourse, Higher Logic Vanilla
- Gemini 3.5 Flash: Gainsight Customer Communities; alternatives Bettermode, Discourse, Higher Logic Vanilla, Salesforce Experience Cloud
- Perplexity Sonar: Gainsight Customer Communities, Higher Logic Vanilla; alternatives Salesforce Experience Cloud
- Grok 4.1 Fast: Higher Logic Vanilla; alternatives Gainsight Customer Communities, Khoros Communities, Salesforce Experience Cloud
- Mistral Small: Gainsight Customer Communities, Higher Logic Vanilla; alternatives Circle, Discourse, Khoros Communities
- DeepSeek V4 Flash: Higher Logic Vanilla; alternatives Bettermode, Gainsight Customer Communities, Influitive, Khoros Communities
- Llama 4 Maverick: Higher Logic Vanilla; alternatives Hivebrite, Salesforce Experience Cloud
- Qwen 3.7 Flash: Higher Logic Vanilla, Khoros Communities
- Kimi K2: Higher Logic Vanilla; alternatives Bettermode, Discourse, Gainsight Customer Communities, Khoros Communities
- GLM 4.7 FlashX: Gainsight Customer Communities; alternatives Higher Logic Vanilla, Influitive, Khoros Communities
- MiniMax M2.5: Higher Logic Vanilla; alternatives Gainsight, Khoros, Salesforce Experience Cloud

## Sources the answers cite

21 of 72 answers came back with a source list, from 4 of 12 models. Sites named in the most answers:

- higherlogic.com: 11 answers, 17 citations
- cxtoday.com: 10 answers, 14 citations
- bettermode.com: 8 answers, 11 citations
- guideflow.com: 8 answers, 11 citations
- gartner.com: 5 answers, 5 citations
- gainsight.com: 4 answers, 5 citations
- learn.g2.com: 4 answers, 4 citations
- standingongiants.com: 4 answers, 4 citations

Pages named in the most answers:

- https://cxtoday.com/community-social-engagement/customer-community-platforms-2026 (9 answers)
- https://guideflow.com/blog/customer-community-software (8 answers)
- https://higherlogic.com/blog/online-community-software (7 answers)
- https://bettermode.com/blog/all-in-one-community-platform (5 answers)
- https://gartner.com/reviews/market/b2b-customer-community-platforms (5 answers)
- https://higherlogic.com/vanilla (5 answers)
- https://standingongiants.com/blog/community-platform-comparison-10-leading-platforms-reviewed-2026 (4 answers)
- https://zendikt.com/top-10-community-software (4 answers)
- https://f6s.com/software/category/customer-community (3 answers)
- https://gitnux.org/best/customer-community-software (3 answers)

## Warned against

- Salesforce Experience Cloud: 18 of 50 labels negative. "Avoid platforms with per-user pricing (like Salesforce Experience Cloud at $2–$5 per login/member)" (Kimi K2, budget prompt)
- Circle: 10 of 19 labels negative. "Platforms to Avoid (Unsuitable for most large enterprises): Circle, Mighty Networks, Bettermode (formerly Tribe)" (Grok 4.1 Fast, negative prompt)
- Khoros: 6 of 17 labels negative. "Khoros' customization options are limited and resource-intensive... glitches and platform instability can disrupt workflows" (Claude Haiku 4.5, negative prompt)
- Mighty Networks: 6 of 8 labels negative. "similarly consumer/membership oriented, with the same kinds of limitations around enterprise search, control, and integrations" (Perplexity Sonar, negative prompt)

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, September 2026 Edition, gtm-ai-index.com.