Knowledge Plane vs GitBook vs ChatNode vs Liminary

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

Your tool
Knowledge Plane
vs
Competitor 1
GitBook
Competitor 2
ChatNode
Competitor 3
Liminary
Compare
4 tools · best value per row highlighted
Your tool Knowledge Plane
knowledgeplane.io
Engineering teams watch their AI tools hallucinate outdated project details
Remove
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 ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
Make main Remove
Competitor Liminary
liminary.io
Ever open a browser tab to find something you saved three months ago, only to spend ten minutes hunting through bookmarks
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
7.9Kvisits/mo
23.3Kvisits/mo
MoM change
—
—
▼ 56.0%
▼ 18.4%
6-month growth
—
—
-13.9%
-10.4%
Global rank web
—
—
#1,061,283
#1,028,276
Avg. last 3 months
—
—
12.2K
24.3K
Bounce rate lower is better
0%
—
39%
37%
Pages / visit
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—
4.9
2.0
Visit duration
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—
2m 20s
51s
Traffic sources
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● Direct 97% · ● Mail 3%
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Knowledge PlaneGitBookChatNodeLiminary
09.3K18.6K27.9K37.2KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3K1K10K100KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KDec '25Jan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free Trial
Freemium
Starting price
$19per month · free tier available
$65per month · free tier available
$35per month
$29per month · free tier available
Free tier
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Free trial
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API access
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Plans
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Free FreeEssential $65/moUltimate $249/moEnterprise Custom
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Explorer FreePro $29/moTeam $50/mo
Capabilities input → output
Input
CodeDocumentsText
CodeText
DocumentsTextWeb pages
DocumentsTextWeb pages
Output
Text
DocumentsText
Apps
Text
Skill level
Intermediate
Beginner-friendly
Intermediate
Intermediate
Categories
Education & LearningAI Knowledge Management
Development & CodeEducation & LearningAI Developer ToolsAI Knowledge Management
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Education & LearningAI Knowledge Management
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
12
8
9
6
Knowledge bases
Digital information management
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Customer support chatbot
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Knowledge
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Code documentation
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Developer tools
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Bookmarking
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Customer support
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Knowledge graphs
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Agent memory
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Agents
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Chatbots
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Chrome extensions
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Customer support 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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Chatbot building
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Chatbot integration
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Codebase q a
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Document creation
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Knowledge exchange
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Note taking
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Slack
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Web search summaries
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
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.