Glean vs Constella vs Liminary

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

Your tool
Glean
vs
Competitor 1
Constella
Competitor 2
Liminary
Competitor 3
Suggested competitors for Glean: Dust86% Moveworks86% Google Gemini Enterprise82% Microsoft 365 Copilot79% Guru79% Notion AI77% Raghim AI77% Confluence76%
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3 tools · best value per row highlighted
Your tool Glean
glean.com
Glean is an enterprise AI platform that connects to company apps and data to provide search, an AI assistant and agents.
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Competitor Constella
constella.app
Opening Constella drops you into a system that ditches the usual file cabinet metaphor entirely
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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
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
7.4Kvisits/mo
23.3Kvisits/mo
MoM change
—
▼ 2.5%
▼ 18.4%
6-month growth
—
+67.1%
-10.4%
Global rank web
—
#1,944,958
#1,028,276
Avg. last 3 months
—
9.2K
24.3K
Bounce rate lower is better
—
35%
37%
Pages / visit
—
5.0
2.0
Visit duration
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1m 48s
51s
Traffic sources
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—
—
GleanConstellaLiminary
09.3K18.6K27.9K37.2KConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3K1K10K100KConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KDec '25Jan '26FebMarAprMayJunJulAug
Pricing
Model
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Freemium
Freemium
Starting price
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$5.99per month · free tier available
$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 FreeConstella Beta $5.99/yr
Explorer FreePro $29/moTeam $50/mo
Capabilities input → output
Input
DataDocumentsText
DocumentsTextWeb pages
DocumentsTextWeb pages
Output
Text
Text
Text
Skill level
Intermediate
Intermediate
Intermediate
Categories
Education & LearningProductivity & OfficeAI AgentAI Assistant+1 more
Education & LearningAI Knowledge Management
Education & LearningAI Knowledge Management
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
10
5
6
Knowledge bases
Digital information management
Note taking
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AI search
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Agents
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Bookmarking
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–
Agent creation
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–
Agent management
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–
Business productivity
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–
Chrome extensions
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–
Knowledge
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–
Knowledge exploration
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Research
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–
Knowledge sourcing
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–
Model routing
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–
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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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.