Liminary vs Constella vs Convolut

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

Your tool
Liminary
vs
Competitor 1
Constella
Competitor 2
Convolut
Competitor 3
Suggested competitors for Liminary: Stacks90% Pinster AI88% MyMemo87% Fabric80% Knowledge Plane79% Sensay78% Confluence78% Pieces77%
Compare
3 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 Constella
constella.app
Opening Constella drops you into a system that ditches the usual file cabinet metaphor entirely
Make main Remove
Competitor Convolut
convolut.app
Convolut functions as a personal AI context bank, solving the problem of repeatedly feeding the same background information to language models
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
23.3Kvisits/mo
7.4Kvisits/mo
—
MoM change
▼ 18.4%
▼ 2.5%
—
6-month growth
-10.4%
+67.1%
—
Global rank web
#1,028,276
#1,944,958
—
Avg. last 3 months
24.3K
9.2K
—
Bounce rate lower is better
37%
35%
—
Pages / visit
2.0
5.0
—
Visit duration
51s
1m 48s
—
Traffic sources
—
—
—
LiminaryConstellaConvolut
09.3K18.6K27.9K37.2KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4K1K10K100KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4KDec '25Jan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Starting price
$29per month · free tier available
$5.99per month · free tier available
$7per month · free tier available
Free tier
Free trial
–
–
API access
–
–
Plans
Explorer FreePro $29/moTeam $50/mo
Free FreeConstella Beta $5.99/yr
Free FreeBasic $7/moPlus $12/mo
Capabilities input → output
Input
DocumentsTextWeb pages
DocumentsTextWeb pages
DocumentsText
Output
Text
Text
Text
Skill level
Intermediate
Intermediate
Intermediate
Categories
Education & LearningAI Knowledge Management
Education & LearningAI Knowledge Management
Education & LearningAI Knowledge Management
Tasks what each tool can do · 3 shared · core   partial
Tasks covered
6
5
8
Knowledge bases
Digital information management
Note taking
Bookmarking
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–
Context banks
–
–
Chrome extensions
–
–
Context engineering
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–
Info storing
–
–
Knowledge exploration
–
–
Prompt management
–
–
Research
–
–
APIs
–
–
Web search summaries
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
0
0
0
Verified listing
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–
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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.