Iteration Machine automatically runs growth experiments, learns from your users, and improves your product.
Hook it up to GitHub, Stripe, and your analytics. From there it watches what's stuck, picks the next experiment, and ships it. A pricing change one week, a comparison page the next, a tighter signup the week after. You stop writing the roadmap.
You ship when you can. We ship when you can't. Same six months, very different product.
On your own
Pricing test+0.5%
1 improvement
+0.5%
With Iteration Machine
Pricing variant+0.4%
1 improvement
+0.4%
There is too much to learn. Thousands of tweets, blog posts, podcasts, and videos every week. We read them all for you, then ship the proven ones to your product.
Price your SaaS at $49 / $99 / $249. Three tiers, one month off for annual pre-pay. Ship it.
Do things that don't scale. Airbnb's founders personally photographed every NYC listing.
Build the audience first, the product second. Photo AI launched broken and still earned.
Define your activation event. Median SaaS hits 25%. Activated users retain 2x.
Send a public weekly changelog. Customers who read it churn ~40% less than ones who don't.
Track NRR before MRR. At 120% NRR you double revenue in five years with zero new customers.
Raise prices on renewals first, new logos second. Most B2B founders launch 30-50% too low.
Ship in public. Charge from launch. Audience compounds faster than fundraising.
Cut your unprofitable customers. Gumroad cut 13% of volume; revenue jumped 99% the next quarter.
Charge from day one. Three paying users give cleaner signal than a hundred free ones.
Notion's $0 to $10B compounded on early product decisions made in 2015.
Reply to every viral tweet in your niche. Big accounts are distribution nodes, write what they retweet.
Most successful B2B SaaS lands the first 10 customers via founder warm intros, not paid ads.
A $20/mo SaaS hit $5K MRR with only SEO comparison pages and zero paid ads.
Guest-blog as your first growth channel. Buffer hit 100K users in 9 months purely on it.
B2B landing-page order: hook, mechanism, social proof, CTA. Every section, every time.
It's not another dashboard to check. You'll get a text when something needs a yes or no. Otherwise, go do your thing.
You don't need to maintain your old ideas, so there's room for new exciting ones. Keep building and adding to your portfolio while Iteration Machine continues to grow them.
Waiting for projects...
Total
$0/mo
Claw Messenger was flat — $40 MRR, four paying customers, most of them the founder testing his own product. We turned on Iteration Machine on March 25 and walked away. Eight weeks later: $560 MRR, 66 paying customers, 125 commits shipped. The AI launched a referral program the same day a user asked if there was one, and a reseller tier the day after another customer said they wanted to resell.
Monthly recurring revenue
Iteration Machine reads your code through GitHub and ships changes by opening pull requests. It works for projects that live on the open web, with code you control.
Not yet — mobile apps, native desktop, drag-and-drop no-code (Bubble, Webflow, Notion sites), Shopify and Etsy stores.
Every plan gets the full Iteration Machine. The tier you pick decides how much we ship each week. Move up or down whenever.
Starter
$49/ mo
10 tasks / wk
Standard
$99/ mo
30 tasks / wk
Growth
$299/ mo
100 tasks / wk
Always-on
$499/ mo
Unlimited
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