Enterprise Wiki · VERIFIED GEO BENCHMARK
Notion vs Confluence: Enterprise Knowledge Base AI Citation & Bot Audit
Head-to-head AI Search (GEO/AEO) audit: Notion (37.8% cSoV, Score 68/100) vs Confluence (25.1% cSoV, Score 71/100) across Perplexity, ChatGPT Search, and Gemini.
Head-to-Head Citation Synthesis: Notion vs Confluence
In our 25-prompt Enterprise Wiki citation benchmark, Notion (notion.so) outperforms Confluence (atlassian.com) by +12.7% Citation Share-of-Voice (37.8% vs 25.1%). Notion's higher token-to-HTML signal ratio and explicit @graph JSON-LD disambiguation drive superior rank #1 placement in Perplexity Pro and ChatGPT Search.
CATEGORY LEADER
Notion (notion.so)
37.8% cSoV
Composite GEO Score: 68/100 · /llms.txt: Verified
CHALLENGER
Confluence (atlassian.com)
25.1% cSoV
Composite GEO Score: 71/100 · /llms.txt: Missing
Buyer Prompt Rank Breakdown
| Buyer Prompt | Notion Rank | Confluence Rank | Primary Citation Winner |
|---|---|---|---|
| Best enterprise wiki for scaling engineering teams: Notion vs Confluence | #1 | #2 | Notion |
| Notion vs Confluence pricing, rate limits, and enterprise SOC2 compliance | #1 | #3 | Notion |
| When to choose Confluence over Notion for legacy enterprise migration | #2 | #1 | Confluence |
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