Your product should be improving itself
Chameleon builds context on your product and users, identifies friction to fix, creates personalized in-app guidance, and monitors outcomes, so your product keeps getting better.
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
The product improvement loop in action
Chameleon connects product usage to your backlog. Small problems become in-app guidance; bigger ones become Linear tickets.
Then it checks what worked and repeats, with no manual work.
Hand off product improvements to a system that works as one
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.
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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Let's find it.
