ChatNode vs Knowledge Plane vs GitBook vs Yellow

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

Your tool
ChatNode
vs
Competitor 1
Knowledge Plane
Competitor 2
GitBook
Competitor 3
Yellow
Compare
4 tools · best value per row highlighted
Your tool ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
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Competitor Knowledge Plane
knowledgeplane.io
Engineering teams watch their AI tools hallucinate outdated project details
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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.
Make main Remove
Competitor Yellow
yellow.ai
Yellow.ai is an enterprise platform for building AI agents that handle customer and employee conversations.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
7.9Kvisits/mo
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MoM change
▼ 56.0%
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6-month growth
-13.9%
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Global rank web
#1,061,283
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Avg. last 3 months
12.2K
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Bounce rate lower is better
39%
0%
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Pages / visit
4.9
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Visit duration
2m 20s
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Traffic sources
● Direct 97% · ● Mail 3%
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ChatNodeKnowledge PlaneGitBookYellow
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
Free Trial
Freemium
Freemium
Free
Starting price
$35per month
$19per month · free tier available
$65per month · free tier available
Free
Free tier
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Free trial
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API access
Plans
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
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Free FreeEssential $65/moUltimate $249/moEnterprise Custom
Free FreeEnterprise Custom
Capabilities input → output
Input
DocumentsTextWeb pages
CodeDocumentsText
CodeText
DocumentsText
Output
Apps
Text
DocumentsText
Apps
Skill level
Intermediate
Intermediate
Beginner-friendly
Advanced
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Education & LearningAI Knowledge Management
Development & CodeEducation & LearningAI Developer ToolsAI Knowledge Management
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
12
8
15
Knowledge bases
Customer support chatbot
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Customer support
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Agents
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Chatbots
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Customer support automation
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Knowledge
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Code documentation
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Developer tools
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Chatbot building
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Digital information management
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Agent creation
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Knowledge graphs
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Voice agents
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Agent memory
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Call answering
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Call center automation
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Knowledge maps
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Knowledge sourcing
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Website to chatbot
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API docs
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Agent testing
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Calls
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Chatbot integration
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Codebase q a
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Conversation automation
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Document creation
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Knowledge exchange
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RAG
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Slack
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
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Saves
0
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Reviews
0
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Prompts
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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.