Question Base vs ChatNode vs GitBook vs Glean

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Question Base
vs
Competitor 1
ChatNode
Competitor 2
GitBook
Competitor 3
Glean
Compare
4 tools · best value per row highlighted
Your tool Question Base
questionbase.com
Question Base is an AI answer agent that lives in Slack and responds to employee questions using your company's documentation, wikis and past conversations.
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Competitor ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
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Competitor GitBook
gitbook.com
GitBook is a documentation and knowledge platform for publishing product docs that work for both people and AI.
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Competitor Glean
glean.com
Glean is an enterprise AI platform that connects to company apps and data to provide search, an AI assistant and agents.
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Traffic estimated monthly website traffic
Monthly visits
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7.9Kvisits/mo
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MoM change
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▼ 56.0%
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6-month growth
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-13.9%
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Global rank web
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#1,061,283
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Avg. last 3 months
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12.2K
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Bounce rate lower is better
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39%
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Pages / visit
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4.9
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Visit duration
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2m 20s
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Traffic sources
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● Direct 97% · ● Mail 3%
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Question BaseChatNodeGitBookGlean
04.5K9K13.5K18KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9K1K10K100KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KDec '25Jan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Free Trial
Freemium
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Starting price
$5per month
$35per month
$65per month · free tier available
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Free tier
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Free trial
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API access
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Plans
Proof of Concept $1,000Annual Pro $6,000/yrEnterprise+ $20,000/yr
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Free FreeEssential $65/moUltimate $249/moEnterprise Custom
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Capabilities input → output
Input
DocumentsText
DocumentsTextWeb pages
CodeText
DataDocumentsText
Output
Text
Apps
DocumentsText
Text
Skill level
Intermediate
Intermediate
Beginner-friendly
Intermediate
Categories
Education & LearningAI Knowledge Management
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Development & CodeEducation & LearningAI Developer ToolsAI Knowledge Management
Education & LearningProductivity & OfficeAI AgentAI Assistant+1 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
9
8
10
Knowledge bases
Agents
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Knowledge
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Chatbots
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Customer support chatbot
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Digital information management
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AI search
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Customer support
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Slack
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Agent creation
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Agent management
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Business productivity
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Code documentation
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Customer support automation
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Knowledge optimization
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Website to chatbot
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API docs
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Chatbot building
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Chatbot integration
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Developer tools
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Document creation
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Knowledge sourcing
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Model routing
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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Saves
0
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Reviews
0
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Prompts
0
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Verified listing
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Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.