# Chameleon vs Userpilot (2026): Side-by-Side Comparison URL: https://getcor.ai/blog/chameleon-vs-userpilot Comparing: Chameleon vs Userpilot Date: June 2026 > Quick answer: Choose Chameleon for UX-focused product teams that want embedded onboarding experiences, or Userpilot for SaaS product teams that need segmentation and native analytics. Chameleon's starting price is Pro from $750/month for 5,000 MTUs (billed monthly); Userpilot's is $299/month (annual billing; up to 2,000 MAUs). Check the billing terms and included features below before comparing total costs. Last updated September 2026 ## How these tools differ Chameleon is a fit for UX-focused product teams that want embedded onboarding experiences, while Userpilot is a fit for SaaS product teams that need segmentation and native analytics. Their pricing differs: Chameleon is listed at Pro from $750/month for 5,000 MTUs (billed monthly), compared with $299/month (annual billing; up to 2,000 MAUs) for Userpilot. For a further distinction, our Chameleon review lists technical teams comfortable with CSS customization for deep brand styling, while our Userpilot review lists teams needing sophisticated user segmentation. Compare the tools in this category. ## Sources - [https://chameleon.io/pricing](https://chameleon.io/pricing) - [https://g2.com/products/chameleon/reviews](https://g2.com/products/chameleon/reviews) - [https://capterra.com/p/171778/Chameleon](https://capterra.com/p/171778/Chameleon) - [https://vendr.com/marketplace/chameleon](https://vendr.com/marketplace/chameleon) - [https://userpilot.com/blog/chameleon-review](https://userpilot.com/blog/chameleon-review) - [https://userpilot.com/pricing](https://userpilot.com/pricing) - [https://userpilot.com/blog/userpilot-pricing](https://userpilot.com/blog/userpilot-pricing) - [https://userpilot.com/blog/userpilot-mobile](https://userpilot.com/blog/userpilot-mobile) - [https://userpilot.com/blog/userpilot-product-experience](https://userpilot.com/blog/userpilot-product-experience) - [https://docs.userpilot.com/getting-started/what-does-userpilot-offer](https://docs.userpilot.com/getting-started/what-does-userpilot-offer) - [https://g2.com/products/userpilot/reviews](https://g2.com/products/userpilot/reviews) - [https://capterra.com/p/179187/Userpilot](https://capterra.com/p/179187/Userpilot) - [https://softwareadvice.com/customer-success/userpilot-profile](https://softwareadvice.com/customer-success/userpilot-profile) - [https://userguiding.com/blog/userpilot-pricing](https://userguiding.com/blog/userpilot-pricing) ## Quick Verdict - **Pick Chameleon if:** Product-led SaaS companies with UX-focused teams who value embedded, non-disruptive experiences, or technical teams comfortable with CSS customization for deep brand styling. - **Pick Userpilot if:** Mid-market SaaS product teams with stable UIs, or teams needing sophisticated user segmentation. ## Pricing ### Chameleon Pricing Chameleon's most important pricing distinction is MTU (Monthly Tracked Users) rather than MAU (Monthly Active Users). Chameleon tracks all users who could potentially log in based on connected data, not just those who actually use the product or see any flows. This has resulted in significant billing surprises for buyers. **Pricing model:** MTU-based (Monthly Tracked Users) - tracks all users who might login, not just active users. One Capterra reviewer was charged for 5,000 users while still in beta with only 2 team members working on the product. | Plan | Price | Limits | Key Constraints | | --- | --- | --- | --- | | Startup | From ~$279/mo (billed annually, ~$3,348/year) | Up to 2,000 MTUs | Unlimited tours and tooltips, 5 microsurveys, 1 launcher, HelpBar, AI interactive demos, Copilot, custom CSS, 6 team seats, email support only | | Growth | Custom MTU-based (~$999/mo+ reported for smaller volumes) | Custom MTU-based tiers | Everything in Startup plus unlimited live experiences, A/B testing, goals and alerts, localization (10 languages), all integrations (Salesforce and HubSpot), SAML SSO (add-on), 15 team seats, customer success support | | Enterprise | Custom (median ~$23,938/year per Vendr; range ~$14,250-$80,750/year) | Custom | Everything in Growth plus unlimited seats, roles and permissions, account-switching, custom user limits, dedicated support | ### Userpilot Pricing Userpilot uses MAU-based pricing with annual billing on the published Starter plan. Critically, you're charged for all users signed into your platform, not just those who interact with Userpilot content. **Pricing model:** MAU-based tiers (Monthly Active Users). Only the Starter plan has a published price; Growth and Enterprise both require a sales conversation. | Plan | Price | Limits | Key Constraints | | --- | --- | --- | --- | | Starter | From $299/mo (billed annually) | Up to 2,000 MAUs | 3 seats, 10 segments max, 1-year data retention, no Resource Center, no A/B testing, no advanced analytics, no Session Replay, no Mobile Engagement | | Growth | Quote-based (~$799/mo reported) | Custom (commonly 5,000+ MAUs) | 15 seats, adds Resource Center, full surveys, A/B testing, advanced analytics. Mobile Engagement and Session Replay sold as add-ons | | Enterprise | Custom pricing | Custom | Unlimited seats, SAML SSO, Salesforce integration, multiple applications, data warehouse sync, SLA. Contracts typically $7,600-$60,000/year (median ~$18,000/year) | ## Maintenance Burden | Scenario | Chameleon | Userpilot | | --- | --- | --- | | Established products with stable UI | 3-6 hrs/moh/month | 5-10 hrs/moh/month | | Fast-growing products with frequent UI changes | 6-12 hrs/moh/month | 15-25 hrs/moh/month | ## Pros and Cons ### Chameleon **Pros:** Native-feeling embedded experiences: Chameleon's philosophy of prioritizing embedded, contextual elements over disruptive pop-ups creates genuinely better user experiences for UX-focused product teams who find modal-heavy tools frustrating; Robust integration ecosystem with 20+ native integrations: Chameleon integrates with all major analytics platforms (Segment, Amplitude, Mixpanel, Heap, Google Analytics) plus CRM tools like HubSpot, Intercom, and Salesforce, which are now included with Growth. This connectivity enables sophisticated segmentation and personalization, letting you trigger experiences based on real-time data.; Highly customizable with advanced styling options: Capterra reviewers call it fully customizable with excellent functionality. The editor provides advanced styling options and custom CSS, now available from the Startup plan. For teams with design resources, Chameleon offers pixel-perfect brand control, and the WYSIWYG editor lets you see changes in real time before publishing.; Comprehensive, increasingly AI-native feature set: tours, tooltips, launchers, microsurveys, A/B testing (Growth+), checklists, banners, plus Copilot AI and AI Interactive Demos mean Chameleon covers the full adoption toolkit. UserGuiding notes: Chameleon is a great adoption solution if you are only looking for in-app experience-related features and capabilities. You get the complete in-app engagement stack rather than point solutions. **Cons:** MTU billing creates billing surprises: counting all users who could potentially login rather than actual active users has resulted in buyers being charged for thousands of users during beta testing - this is the single biggest source of Chameleon billing complaints; Significant Startup to Growth pricing gap: the Startup plan at ~$279/month covers 2,000 MTUs, but Growth is commonly quoted at $999/month or more - a substantial jump that catches buyers off guard as their tracked user count grows; CSS required for meaningful customization: despite no-code marketing, deep branding and advanced customization consistently require CSS knowledge and often developer involvement - not truly no-code for teams without technical resources; Limited analytics compared to dedicated product analytics tools: Userpilot notes it is let down by its limited analytics. Basic reporting exists, and Growth adds Goals, Alerts, and leaderboards, but depth still trails dedicated tools like Pendo or Amplitude. Goal tracking and advanced reporting are gated to Growth+, so teams on Startup get only basic experience analytics. ### Userpilot **Pros:** Powerful segmentation and targeting: reviewers repeatedly praise the ability to create highly personalized onboarding experiences based on user attributes, behavior, and lifecycle stage: a genuine differentiator versus simpler tools; Excellent customer support: reviewers highlight fast, responsive support with dedicated CSMs on Growth+ plans, rated highly across review platforms; No-code visual builder for basic flows: non-technical product managers can create modals, tooltips, and checklists within hours without developer involvement for straightforward implementations; Built-in analytics (unlike some competitors): native funnel, retention, and trend analytics (plus Session Replay as an add-on) reduce the need for separate analytics tools that competitors like Appcues require **Cons:** CSS selector fragility creates ongoing maintenance burden: flows attach via CSS selectors that can break when developers modify class names, IDs, or DOM structure, and reviewers report 15-25 hours/month rebuilding flows for fast-shipping teams; Feature gating pushes teams toward tier upgrades: Resource Center, A/B testing, surveys beyond NPS, advanced analytics, and deeper customization all require the quote-based Growth plan, leaving the $299 Starter plan limited for real-world use; MAU pricing scales poorly and charges for inactive users: you pay for every user on your platform, not just those who see Userpilot content, so costs climb whether 100% or 1% of users interact with flows; Mobile support is a paid add-on (not included): native mobile requires the Growth tier minimum plus an add-on quote, so mobile-first teams pay a premium over base pricing ## FAQ ### What is the difference between Chameleon's MTU and MAU billing? MAU (Monthly Active Users) counts users who actually use your product in a given month. MTU (Monthly Tracked Users) counts all users who could potentially login based on data connected to Chameleon - including users who have never interacted with any Chameleon experience. One Capterra reviewer was charged for 5,000 MTUs while still in beta with only 2 team members using the product. ### Does Chameleon support native mobile apps? No. Chameleon is web-only and does not have a native iOS or Android SDK. It works on mobile web browsers and progressive web apps, but cannot be integrated into native iOS or Android applications. Teams needing native mobile onboarding need a different tool. ### Does Chameleon require coding? Basic experience creation is no-code via the visual editor and Chrome extension. However, meaningful brand customization requires custom CSS, and multiple G2 and Capterra reviewers confirm that advanced customization requires a developer. CSS knowledge is effectively required for anything beyond default styling. ### How much does Chameleon cost for 5,000 active users? At 5,000 MAUs, your MTU count could be 10,000-15,000 depending on how broadly your user data is connected to Chameleon. This typically places you in the Growth plan, where third-party data suggests $12,000-$24,000/year is typical. Vendr's median across all Chameleon contracts is approximately $23,938/year. ### Does Userpilot require coding? Technically no, but practically often yes. Basic flows can be created entirely through the Chrome extension's point-and-click interface without writing code. However, advanced customisation requires custom CSS (Growth tier only), manual CSS selector definition for Shadow DOM elements, and developer involvement when flows don't trigger correctly, which numerous G2 reviews cite as a recurring challenge. ### Does Userpilot support mobile apps? Yes, but only as a paid add-on on Growth/Enterprise tiers. Native SDKs span iOS, Android, React Native, Flutter, Ionic, Capacitor, Cordova, and Xamarin. Mobile features include onboarding flows, push notifications, in-app surveys, Session Replay, and mobile analytics. Mobile is not available on the Starter plan at any price and is priced separately by quote. ### How does Userpilot pricing work? Userpilot charges based on Monthly Active Users (MAUs), critically, for all users signed into your platform, not just those who interact with Userpilot content. The Starter plan is published at $299/month (billed annually) for up to 2,000 MAUs. Growth and Enterprise tiers are quote-based and require a sales conversation. Most teams with real use cases will need the Growth tier. ### What are the main limitations of the Starter plan? The $299/month Starter plan limits you to 3 seats, 10 segments, 1-year data retention, no Resource Center, no A/B testing, no advanced analytics (funnels, retention, path analysis), no Session Replay, and no Mobile Engagement. For most growth-stage product teams, these limits make the Growth tier effectively mandatory. ## Conclusion Chameleon and Userpilot address the same underlying problem but with different priorities. Chameleon scores 8.5/10 and Userpilot scores 7.5/10 in our 2026 evaluation. Ongoing maintenance is a factor for both: Chameleon reviewers report 6-12 hrs/mo for fast-growing products with frequent ui changes, and Userpilot reviewers report 15-25 hrs/mo. The right tool depends on your use case, team size, and how much ongoing maintenance work you can absorb. For teams that want to reduce that maintenance burden, Obi takes a different approach: a conversational AI agent that learns from your documentation and adapts automatically when your product changes, with no CSS selectors or DOM tagging required. ## How Obi Compares to Both Chameleon is a digital adoption platform focused on embedded, non-disruptive walkthroughs, tooltips, and launchers anchored to UI elements via CSS selectors. Cor's Obi is a conversational, screen-aware AI agent that guides individual users through real tasks without authored experiences or selectors. The right choice depends on whether your priority is embedded UX design or getting users unstuck in the moment. Userpilot is a digital adoption platform where teams build and maintain authored product tours, tooltips, and checklists attached to UI elements via CSS selectors. Cor's Obi is a conversational, screen-aware AI agent that guides individual users through real workflows without authored flows or selectors. The right choice depends on whether your bottleneck is building structured flows or getting users unstuck in the moment. Obi is the stronger fit when: - You want to avoid MTU billing, which charges for all users who could potentially login rather than those who actually engage - Your bottleneck is CSS-based customization and selector upkeep that requires a developer despite no-code marketing - You need onboarding for native mobile apps, which Chameleon does not support as a web-only platform - You want an agent that watches the user's screen and completes steps with them, not embedded experiences you build and maintain - Your bottleneck is CSS selector fragility, where fast-shipping teams report 15-25 hrs/month rebuilding broken flows after UI changes - You want to avoid MAU-based pricing that charges for every signed-in user whether or not they engage with onboarding content - You need guidance that watches the user's screen and completes setup steps with them, rather than pre-defined overlays they trigger themselves - You do not want to hit feature walls on the $299 Starter plan or negotiate a quote-based Growth tier just to unlock core functionality Evaluating Chameleon or Userpilot and want to see how Obi compares? Book a demo at https://getcor.ai/book-a-demo.