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Userpilot vs Chameleon

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Userpilot compared with Chameleon
DetailUserpilotChameleon
What it doesBuild better products, faster. The Self-Improving Product System
StageNot given Not given
FoundedNot given Not given
Based inUS CA
Pricing modelsubscription Not given
PricingNot given Pro plan starts at $750/month for 5,000 monthly tracked users, billed monthly. Growth plan starts at $1,250/month for 5,000 users, billed annually. Enterprise includes custom pricing. Startup plan starts at $279 for 2,000 MTUs. Free 14-day trial includes 10,000 AI credits.
Key features
  • Product analytics with funnels, paths, and cohort analysis
  • No-code in-app engagement flows with tooltips, banners, and spotlights
  • Session replay with analytics-linked funnel and drop-off analysis
  • Behavior-triggered lifecycle emails with templates and personalization
  • NPS, CSAT, and custom surveys triggered by user behavior
  • Multi-channel workflow automation for email and in-app campaigns
  • AI Agent Lia for analyzing data, generating content, and executing actions
  • MCP Server integration to bring Userpilot data into any AI tool
  • Mobile engagement for iOS and Android apps
  • Product tours and modals for step-by-step guidance
  • Tooltips for inline contextual help
  • In-app surveys and microsurveys
  • A/B testing and multivariate testing
  • User segmentation and targeting
  • Copilot AI agent for building and optimizing experiences
  • HelpBar universal search for end users
  • Interactive demos and product walkthroughs
  • Integration with 30+ third-party tools
What makes it different
  • Unified platform combining analytics, engagement, feedback, and session replay without integrating separate tools
  • No-code builder enables non-technical teams to launch campaigns without engineering dependencies
  • Behavior-triggered campaigns tied to real product data and user actions
  • Cross-channel outcome tracking beyond email opens and clicks to actual product impact
  • Enterprise-grade security with SOC 2 Type II, GDPR, and HIPAA compliance
  • Four purpose-built AI agents that automate product improvement without manual work
  • No-code builder requires no developer resources to launch experiences
  • Self-improving product system that monitors outcomes and repeats optimization with no manual work
  • Integrates with customer's own data warehouse and analytics tools via MCP server
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)79 no change since last check75 no change since last check
Trust Flow (Majestic)3036
Citation Flow (Majestic)5366
Referring domains (Majestic)60071944

4 details filled in for both companies.

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