Compare

Clusterly.ai vs Pieces Copilot

Pieces Copilot assists developers with code, not with ecommerce personalization based on user behavior.

Side by side

What it is
Clusterly.ai:Clusterly.ai automatically groups ecommerce users by behavior to enable AI-driven personalized shopping experiences.
Pieces Copilot:Pieces Copilot captures your work history and provides searchable, contextual AI assistance across apps.
Best for
Clusterly.ai:Behavior-based ecommerce segmentation
Pieces Copilot:Context-aware AI assistance
Who it’s for
Clusterly.ai:Ecommerce teams wanting automated personalization without heavy engineering.
Pieces Copilot:Developers and knowledge workers who need instant recall of their workflow.
Pricing
Clusterly.ai:Paid
Pieces Copilot:Paid
Plans
Clusterly.ai:—
Pieces Copilot:Pro $18.99 per user / month · Enterprise $22.99 per user / month
Works with
Clusterly.ai:—
Pieces Copilot:Gmail, Outlook, Chrome, Arc, Safari, Slack, Microsoft Teams, Google Chat
DevHunt upvotes
Clusterly.ai:0
Pieces Copilot:63
Launched on DevHunt
Clusterly.ai:Jan 2023
Pieces Copilot:Mar 2024

Clusterly.ai features

  • Automatic behavioral clustering. Groups users by browsing patterns, brand affinities and content interactions without manual rules.
  • AI-powered personalization. Transforms cluster data into tailored ecommerce journeys for each audience segment.
  • Clear audience insights. Provides teams a visual view of how different groups browse, shop and engage.
  • No heavy development required. Delivers personalization without complex rule engines or large technical teams.
  • Five-step workflow. Guides users from raw behavior data to personalized journeys in a simple process.

Pieces Copilot features

  • Live timeline. Chronological capture of research, chats, emails, notes, and meetings.
  • Searchable memory. Search, filter, and revisit any moment by time, topic, person, or tool.
  • One-click summaries. Generate stand-up updates, briefs, and recaps instantly from your context.
  • Multi-model support. Switch between Claude, Gemini, ChatGPT, and local models in a single plan.
  • MCP integration. Carry full history into any MCP-ready AI assistant such as Claude, Cursor, Codex.
  • Privacy controls. Data stored on-device by default; pause or disable capture per app.
  • Enterprise governance. Org-wide capture policies, approved providers, and custom API keys.

Based on each tool's website and DevHunt data. Details may change; check the official sites.