Khoros Aurora AI
vs.
Gainsight Customer Communities
Both platforms serve enterprise B2B communities. The difference is where the intelligence lives.
| Capability | Khoros Aurora AI | Gainsight Customer Communities |
|---|---|---|
| How AI learns | Your community trains its own AI model (CLM) — weighted by contributor trust, specific to your content | Uses general-purpose AI models; your community data is not used for training |
| AI-generated answers | Cites sources AND names the human experts whose knowledge powered the answer | AI search provides answers without attributing specific community contributors |
| When a question is unclear | AI proactively asks the member for missing context (Clarification Questions) — improves answer quality for both humans and AI | No equivalent — members post, and the question stands as-is |
| Finding the right expert | AI identifies experts by topic, routes unanswered questions, caps workload, allows per-topic opt-out | No documented expert identification or routing system |
| How reactions work | "I Need This" auto-follows the thread, creates demand analytics, and can trigger expert routing | Standard likes |
| What CMs see first | 5 proactive "Needs Your Attention" alerts — the system tells you what to do, not just what happened | Prebuilt dashboards showing metrics — CMs interpret and decide |
| AI content moderation | AI evaluates against your community guidelines (per board); auto-approve/reject/escalate; member appeals; one-click emergency stop | AI content and profile moderation; high-confidence spam/NSFW auto-banned |
| Automation | Visual Orchestrator: triggers, conditions, actions, scheduled rules, branded email templates — no code | No native visual rule builder; Zapier for workflow automation |
| Events | Calendar views (Month/Agenda/Upcoming), personal My Events page, Event Series, structured speakers/agenda, recordings/transcripts, waitlist with auto-promotion, attendance export | Events with drafts, duplication, types, time zone localization, Google/Outlook/Apple calendar export |
| Content types | Forums, Q&A, Knowledge Base, Blog, Ideas, Events, Groups, Reviews | Discussions, Questions, Articles, Ideas, Product Updates, Events |
| Knowledge base | TKB with 3-step editorial workflow (draft → review → publish), version history, co-authoring | Structured KB with 3-level hierarchy |
| Ideation | Ideas with voting and status tracking | Ideas with statuses, product-area hierarchy, assignment, product-update linkage |
| Gamification | Ranks and achievement badges | Points, badges, ranks, leaderboards |
| Custom reporting | Answer Assist analytics with 6-stage funnel, content intelligence, CLM health dashboard | 5 prebuilt dashboards (Audience, Content, Engagement, Q&A, Product Feedback); scheduled exports |
| Integrations | Salesforce (Case Portal, escalation, post-back); Zoom; unified with Khoros Care/Iris (116 shared customers) | Native Gainsight CS + Skilljar learning; Zapier; secure API connectors for Salesforce, Zendesk, Aha! |
| Customer education | Community-native knowledge sharing through TKB, expert attribution, and Q&A workflows | Skilljar integration: courses, learning paths, certifications, federated search |
| Customization | Page Designer, Theme Editor, GraphQL API, Custom Components SDK | Layout editor, custom widgets, Developer Studio with GitHub workflows |
| Security | GDPR/CCPA; AI moderation appeals with audit trail; DSA compliance framework in progress | SOC 2 Type II, ISO 27001; GDPR |
| Pricing | Contact sales | Contact sales |