Convolut vs Liminary vs ClassMind vs GitBook

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

Your tool
Convolut
vs
Competitor 1
Liminary
Competitor 2
ClassMind
Competitor 3
GitBook
Compare
4 tools · best value per row highlighted
Your tool Convolut
convolut.app
Convolut functions as a personal AI context bank, solving the problem of repeatedly feeding the same background information to language models
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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
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Competitor ClassMind
classmind.app
ClassMind is an AI-powered smart educational tool specifically designed for educators to create, organize, and enhance learning materials. It offers a suite of features to streamline classroom prepara
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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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Traffic estimated monthly website traffic
Monthly visits
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23.3Kvisits/mo
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MoM change
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▼ 18.4%
▲ 11.7%
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6-month growth
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-10.4%
+84.2%
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Global rank web
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#1,028,276
#13,515,168
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Avg. last 3 months
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24.3K
641
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Bounce rate lower is better
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37%
0%
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Pages / visit
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2.0
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Visit duration
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51s
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Traffic sources
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ConvolutLiminaryClassMindGitBook
09.3K18.6K27.9K37.2KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KClassMind · 551ClassMind · 938ClassMind · 1.9KClassMind · 1.2KClassMind · 909ClassMind · 1K1001K10K100KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KClassMind · 551ClassMind · 938ClassMind · 1.9KClassMind · 1.2KClassMind · 909ClassMind · 1KJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free
Freemium
Starting price
$7per month · free tier available
$29per month · free tier available
Free
$65per month · free tier available
Free tier
Free trial
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API access
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Plans
Free FreeBasic $7/moPlus $12/mo
Explorer FreePro $29/moTeam $50/mo
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Free FreeEssential $65/moUltimate $249/moEnterprise Custom
Capabilities input → output
Input
DocumentsText
DocumentsTextWeb pages
DocumentsText
CodeText
Output
Text
Text
DocumentsSlidesText
DocumentsText
Skill level
Intermediate
Intermediate
Intermediate
Beginner-friendly
Categories
Education & LearningAI Knowledge Management
Education & LearningAI Knowledge Management
Education & LearningProductivity & OfficeAI Book SummarizerAI Lesson Plan Generator+2 more
Development & CodeEducation & LearningAI Developer ToolsAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
5
11
4
Knowledge bases
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Digital information management
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Note taking
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Book summaries
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Bookmarking
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Context banks
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Curriculum integration
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Interactive quizzes
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Lesson generation
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Lesson plans
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Presentations
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Quiz generation
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Teaching support
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Context engineering
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Info storing
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Knowledge
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Question generation
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Summarizing
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Developer tools
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Education
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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
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Saves
0
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Reviews
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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.