Find where users get stuck in your product and fix it automatically
Chameleon unites user behavior, in-app guidance, and 1-1 personalization in one loop. Your product improves on its own.
Scanning for friction
Building the in-app fix
Personalizing for every user
Tailoring this experience for every segment — right message, right person, right time.
Chameleon
Solana & Co. Events Management
Invoice No. OP819034
Bill to
Jane Smith
janesmith@acme.com
Invoice Number
Accounting Date
Payment Due Date
Additional Notes
Payment Methods
Relay Labs
Enterprise · NY
Vertex Systems
Enterprise · SF
Bolt Studios
Mid-market · Austin
Cascade IO
Enterprise · Berlin
Drift Labs
Mid-market · Toronto
Finance Overview
Solana & Co. · This month
Outstanding
$48,920
▲ 12%
Paid
$112,400
▲ 8%
Overdue
$6,210
▼ 3%
Revenue · last 12 weeks
Invoice & Billing adoption
62% of users active · 38% not yet onboarded
Product teams are drowning in tools, and none of them talk to each other
Your dashboard flags a drop, so off you go: interviews, replays, a fix, a test. You're the integration holding every thread together, doing the job five disconnected tools should be doing for you. It almost works, until ten new features ship and you're behind again.
One system for every step between finding friction and fixing it
Chameleon closes the loop: it spots what's tripping users up, builds the in-app fix, and turns the bigger problems into engineering issues in Linear, on autopilot. Then it reports back on the lift, so your product gets better with every release.
Hand off product improvements to a system that works as one
Find and fix friction across every use case
We’re changing the product under users’ feet—which can be frustrating for them. With Chameleon, we can guide existing customers through updates and keep them happy.
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We chose Chameleon because we saw how easy it was to get going, and didn’t require any developers to operate.
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One of the most impressive things about Chameleon is the pace of development. The product keeps getting easier to use!
Chameleon helps our clients get up and running quickly! It was very easy to set up.
Chameleon has provided us an excellent opportunity to scale customized learning like never before.
I went in with doubt. Copilot exceeded my expectations—it took me from A to very far, very quickly.
Instead of a year-worth investment in time and resources in-house, we could have Chameleon up and running within 1–2 hours. It was an easy decision to make.
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If somebody logs in after we’ve made a big UX change, we will let them know by showing an on-screen message saying ‘Hey, we’ve changed some things, do you want to take a tour?’
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1.25x
Across Chameleon's customers, end users who engage with Chameleon guidance come back more often.
Your CEO doesn't care if users click a tooltip. They care if they come back. That's why the main metric Chameleon reports is the uptick in user retention. Show it to your boss and add the stat to your resume.
Your data, wherever you want it
Analyze performance in Chameleon, your warehouse, your analytics tool, or your LLM of choice with the Chameleon MCP server.
Ask questions, get answers
Query your data conversationally through Claude or ChatGPT over MCP — no dashboards, no SQL, no extra tooling.
Read the data wherever you measure
Chameleon reports retention in-app, so your data is always close to where you're working — no context switching required.
Your stack, your rules
Pipe events directly into your data warehouse or any analytics tool your team already uses.
Let's find it.
