Case study · Claw Messenger
An AI agent grew this side project
on its own.
Claw Messenger lets AI agents text over iMessage. In March 2026 it was mostly the founder testing his own product. He handed it to Iteration Machine, an AI agent, and stepped back. Everything past this point, the agent did on its own. Here is what the next 60 days looked like.
MRR
~14x
Paying customers
Homepage conversion
where the growth started
Redesigned by the agent on Day 6
See it live at clawmessenger.com →Autonomous from day one
Revenue, before and after the agent took over
It sat flat for six weeks while the founder ran it. Then the line starts bending the week the agent takes over, and keeps going. Paid subscriptions, pulled straight from Stripe.
26 moves · all on its own
What the agent actually did
It worked nearly every day for two months, often shipping a few changes a day. No roadmap meetings, no contractor, no late nights for the founder. Every line is a real commit you could go read.
Bringing people in
7- Day 8Wrote 4 in-depth posts aimed at ~21,000 monthly searches
- Day 9Added a Chinese-language version of the blog
- Day 10Made the site quotable by ChatGPT and Perplexity
- Day 10Wrote the definitive guide to iMessage for AI agents
- Day 13Set up Google Ads, now around 430 clicks a week
- Day 15Rewrote page titles so more people click through from search
- Day 52Found an untapped audience in the Hermes community
Reaching out directly
3- Day 16Wrote side-by-side pages vs Sendblue, BlueBubbles, a Mac Mini, and Hermes
- Day 63Cold-emailed 130+ prospects and tracked who replied
- Day 64Pitched the agent newsletters MyClaw and Hermes Atlas
Turning visitors into signups
5- Day 6Redesigned the whole site
- Day 10Let people send a real test message before signing up
- Day 10Cut the phone step out of onboarding
- Day 11Brought back a 7-day trial, and clicks tripled in two days
- Day 63Found where signups dropped off and closed the gap
Keeping customers around
4- Day 13Reached back out to customers who had gone quiet
- Day 22Added a check-in for people who had barely started
- Day 24Rewrote the automated emails to sound like a person
- Day 63Killed an annoying welcome text the day a customer asked
Earning more per customer
3- Day 18Reworked pricing and added a Growth tier
- Day 51Launched a referral program, $5 per paid friend
- Day 56Built a reseller tier when a customer asked to resell
Quietly keeping it working
4- Day 22Stopped a reconnection storm that was breaking deliveries
- Day 28Fixed an email that greeted people as “Hey User”
- Day 62Reconnected agents stuck on a retired number
- Day 63Found and fixed messages that were silently going missing
Outreach · the agent’s call
The agent found its people, then wrote to them
It looked at who was signing up and using Claw Messenger, grouped them into four ICPs, and went looking for more like them. 137 emails, two versions each to see which landed.
Persona 1 · Consumer AI assistant apps
29 sentStartups building personal AI assistants
Persona 2 · AI productivity & notetaking tools
37 sentPersonal-AI and productivity products
Persona 3 · OpenClaw & Hermes ecosystem builders
28 sentDevelopers shipping agents on OpenClaw / Hermes
Persona 4 · AI builder communities & meetups
43 sentOrganizers running AI builder events worldwide
One of the emails it sent
iMessage for your OpenClaw agent?
Saw you're building on OpenClaw. Claw Messenger gives your agent its own iMessage number, no Mac required, $3/mo per active user. Want a test key to try it?
Support · the agent answers
The agent reads the inbox and handles it
The founder didn’t write these replies. The agent picks each email up, builds or fixes what the customer needs, and writes back. A few of those threads, word for word.
user
shipped
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shipped
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Delighted users
A few of the notes that landed in the inbox along the way.
“Your responsiveness has been amazing.”
“Thanks for the quick turnaround!”
“Love the product.”
Your project could be next.
Drop in your URL. The agent takes a look and tells you where it would start. That part is free.