Liminary vs Microsoft Loop vs Taskade vs Constella

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

Your tool
Liminary
vs
Competitor 1
Microsoft Loop
Competitor 2
Taskade
Competitor 3
Constella
Compare
4 tools · best value per row highlighted
Your tool 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 Microsoft Loop
microsoft.com
Microsoft Loop is a collaborative app from Microsoft 365 where teams think, plan and create together on shared pages.
Make main Remove
Competitor Taskade
taskade.com
Taskade is an AI business app builder that turns one prompt into apps, AI agents and automated workflows inside a single workspace it calls living.
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Competitor Constella
constella.app
Opening Constella drops you into a system that ditches the usual file cabinet metaphor entirely
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
23.3Kvisits/mo
—
602.2Kvisits/mo
7.4Kvisits/mo
MoM change
▼ 18.4%
—
▲ 6.6%
▼ 2.5%
6-month growth
-10.4%
—
+2.9%
+67.1%
Global rank web
#1,028,276
—
#79,340
#1,944,958
Avg. last 3 months
24.3K
—
581.6K
9.2K
Bounce rate lower is better
37%
—
40%
35%
Pages / visit
2.0
—
3.8
5.0
Visit duration
51s
—
2m 36s
1m 48s
Traffic sources
—
—
● Direct 79% · ● Referral 12%
—
LiminaryMicrosoft LoopTaskadeConstella
0177.4K354.7K532.1K709.4KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KTaskade · 577.7KTaskade · 557.3KTaskade · 588.8KTaskade · 546.3KTaskade · 585.1KTaskade · 709.4KTaskade · 687KTaskade · 577.8KTaskade · 564.7KTaskade · 602.2KConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4K1K10K100K1MLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KTaskade · 577.7KTaskade · 557.3KTaskade · 588.8KTaskade · 546.3KTaskade · 585.1KTaskade · 709.4KTaskade · 687KTaskade · 577.8KTaskade · 564.7KTaskade · 602.2KConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
—
Freemium
Freemium
Starting price
$29per month · free tier available
—
$10per month · free tier available
$5.99per month · free tier available
Free tier
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Free trial
–
–
–
API access
–
–
–
–
Plans
Explorer FreePro $29/moTeam $50/mo
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Free FreePro $10/moBusiness $25/moMax $100/mo+1 more
Free FreeConstella Beta $5.99/yr
Capabilities input → output
Input
DocumentsTextWeb pages
Text
Text
DocumentsTextWeb pages
Output
Text
DocumentsText
Apps
Text
Skill level
Intermediate
Beginner-friendly
Intermediate
Intermediate
Categories
Education & LearningAI Knowledge Management
Education & LearningProductivity & OfficeAI Knowledge ManagementAI Project Management
Development & CodeProductivity & OfficeAI AgentAI App Builder+2 more
Education & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
6
11
5
Note taking
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Knowledge bases
–
–
Team collaboration
–
–
Project management
–
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Digital information management
–
–
Agents
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–
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Bookmarking
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–
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Workflows
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–
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Agent creation
–
–
–
Apps
–
–
–
Chrome extensions
–
–
–
Collaborative documents
–
–
–
Knowledge exploration
–
–
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No-code
–
–
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Research
–
–
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Task management
–
–
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CRM
–
–
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Development
–
–
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Meeting notes
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–
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Productivity
–
–
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Team productivity
–
–
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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
▲ 1
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
–
–
–
–

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.