Value leader
Confluence
Confluence surfaces most often when AI looks for a defensible mix of cost, proof, and buyer confidence.
AI Search Intelligence
Pricing queryDirectional signal
How AI answers: How much does Confluence cost per user per month?
See how AI assistants respond when buyers search for this question.
For "How much does Confluence cost per user per month?", AI assistants most often recommend Confluence (100% visibility in this sample), with recommendations driven by Customer support and Integrations.
AI is interpreting this as a value judgment. Brands that surface most often tend to pair pricing clarity with proof around Customer support and Integrations.
Top signal: Customer supportSecondary: IntegrationsCategory: Documentation Software
How AI evaluates brands for this query
What AI thinks of Confluence, Document360, GitBook, Notion for this query
Proof buyers want
Customer support proof
Pricing questions still reward grounded evidence. AI tends to prefer brands that connect pricing to Customer support and visible outcomes.
What to publish
Make price easier to justify
Publish comparison, pricing, and ROI pages that reduce ambiguity instead of making buyers infer value on their own.
Signals AI uses to justify value
The signal here is still directional, so this section focuses on what is beginning to show up rather than pretending the pattern is settled.
Signal is limited for this query right now. Treat this page as directional and use deeper analysis before making a large content decision.
Evidence behind the value judgment
These excerpts show how the answers connect price, value, and proof.
Sample 1
Confluence pricing varies based on deployment type and team size: Cloud (per user/month): Free: Up to 10 users Standard: $5.75 for 11-100 users Premium: $11.00 for 11-100 users Enterprise: Custom pricing for 500
Confluence
Confluence is repeatedly tied to Customer support in this sample.
Brands most often mentioned
These are the brands AI considers credible enough to mention in value-sensitive answers.
Most visible
Confluence
100% visibility · 1/1 sampled responses
Confluence is presented as a documentation software option and frequently surfaces for this query. AI responses most often connect Confluence with Customer support, which drives recommendation frequency.
Value contender
Document360
0% visibility · 0/1 sampled responses
Document360 is presented as a documentation software option and shows up in selected answers for this query. AI responses most often connect Document360 with Integrations, which drives recommendation frequency.
Value contender
GitBook
0% visibility · 0/1 sampled responses
GitBook is presented as a documentation software option and shows up in selected answers for this query. AI responses most often connect GitBook with Version Control Features, which drives recommendation frequency.
Confluence visibility in AI for this query
Signal is limited for this query right now. Treat this snapshot as directional and run a deeper analysis for stronger confidence.
ConfluenceMentioned
1/1 sampled responses
Document360Not mentioned
0/1 sampled responses
GitBookNot mentioned
0/1 sampled responses
NotionNot mentioned
0/1 sampled responses
AI visibility measures how frequently each brand appears in AI assistant responses for this query.
How to improve value and pricing visibility
- Make pricing and packaging easy for AI to retrieve without forcing buyers to infer value.
- Tie cost back to Customer support and measurable outcomes so the page feels worth citing.
- Add ROI or comparison proof against Confluence for budget-sensitive searches.
Related guides
Keep exploring the query set
How AI is recommending your brand
Readable analyzes thousands of AI assistant responses to understand how brands appear in AI-driven discovery.