Screenpipe vs Stacks vs Document360 vs Constella

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

Your tool
Screenpipe
vs
Competitor 1
Stacks
Competitor 2
Document360
Competitor 3
Constella
Compare
4 tools · best value per row highlighted
Your tool Screenpipe
screenpi.pe
Screenpipe records what appears on your screen and what you hear, turns it into local searchable history, and lets approved AI agents use that history as context.
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Competitor Stacks
betterstacks.com
Stacks is a personal AI workspace that gathers what you find online into one searchable place.
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Competitor Document360
document360.com
Document360 is knowledge base software for publishing product documentation, help centers, SOPs, user manuals and API docs.
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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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Traffic estimated monthly website traffic
Monthly visits
—
6.3Kvisits/mo
—
7.4Kvisits/mo
MoM change
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▼ 8.4%
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▼ 2.5%
6-month growth
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-50.8%
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+67.1%
Global rank web
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#3,182,249
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#1,944,958
Avg. last 3 months
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6.1K
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9.2K
Bounce rate lower is better
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41%
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35%
Pages / visit
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1.7
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5.0
Visit duration
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6s
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1m 48s
Traffic sources
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ScreenpipeStacksDocument360Constella
05.4K10.8K16.3K21.7KStacks · 7KStacks · 12.2KStacks · 12.8KStacks · 8.7KStacks · 5.7KStacks · 5.1KStacks · 6.8KStacks · 6.3KConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4K1K10K100KStacks · 7KStacks · 12.2KStacks · 12.8KStacks · 8.7KStacks · 5.7KStacks · 5.1KStacks · 6.8KStacks · 6.3KConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4KDec '25Jan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Paid
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Freemium
Starting price
$20.83per month · free tier available
$9per month
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$5.99per month · free tier available
Free tier
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Free trial
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–
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API access
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Plans
Free FreeBasic $20.83/moBusiness $41.67/moEnterprise Custom
Be Productive $89/yrBe Collaborative $199/yrBe Creative $349/yr
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Free FreeConstella Beta $5.99/yr
Capabilities input → output
Input
AudioVideo
DocumentsTextWeb pages
DocumentsTextVideo
DocumentsTextWeb pages
Output
Text
Text
AppsText
Text
Skill level
Advanced
Beginner-friendly
Intermediate
Intermediate
Categories
Education & LearningProductivity & OfficeAI AgentAI Knowledge Management+1 more
Education & LearningProductivity & OfficeAI FilesAI Knowledge Management
Business & MarketingEducation & LearningProductivity & OfficeAI Customer Service+2 more
Education & LearningAI Knowledge Management
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
10
6
10
5
Knowledge bases
Digital information management
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Knowledge exploration
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MCP
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Note taking
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Bookmarking
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Screen recordings
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API docs
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Agents
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Chrome extensions
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Customer support chatbot
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Digital memory recall
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Research
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Transcription
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Writing documentation
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AI search
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Customer support
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Meeting notes
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OCR
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SOPs
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SaaS knowledge base
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Self hosted
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
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Saves
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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.