Tin Computer

Tin Computer is an autonomous AI growth agent designed specifically for small SaaS teams that want to grow their products without increasing headcount or ad spend. It connects directly to your existing tech stack including GitHub, Stripe, Google Analytics, Search Console, PostHog, Sentry, and Vercel, then works continuously across multiple growth surfaces. Instead of waiting for a roadmap or a brief, Tin Computer reads your product funnel, identifies what is slowing growth down, builds and ships the fix or experiment from start to finish, and learns from the results to pick the next move. It operates across organic SEO, product engineering, and analytics, shipping real pull requests that you review and merge. The product is built for founders and small teams who own their code and want to grow without the overhead of hiring a full growth team. In a real case study, Claw Messenger, a dormant side project, grew from $480 to $13,500 annual recurring revenue and from 4 to 146 paying customers in 112 days using Tin Computer alone. It handles SEO blog posts, comparison pages, technical fixes, bug fixes, small features, onboarding tweaks, funnel diagnostics, cohort analysis, and experiment tracking. There is no ad spend and no cold outreach required, just organic and AI search growth running on autopilot.

Autonomous Growth Playbook Execution

Tin Computer does not wait for a brief or a roadmap. It continuously reads your product funnel through connected analytics tools, identifies bottlenecks and opportunities, and autonomously picks the next growth experiment. It then builds and ships the fix or feature from start to finish by opening pull requests in your GitHub repository. After shipping, it monitors the results, keeps what worked, and automatically chooses the next experiment. This creates a continuous loop of improvement without manual intervention.

Multi-Surface Growth Engine

The agent works across all the surfaces you already own. For organic SEO, it generates blog posts, comparison pages, and technical fixes to improve search rankings. For product engineering, it handles bug fixes, small feature additions, and onboarding tweaks that reduce friction. For analytics, it performs funnel diagnostics, cohort analysis, and experiment tracking to understand user behavior. This comprehensive approach ensures growth is happening on every front simultaneously, not just in one area.

Full Tech Stack Integration

Tin Computer plugs directly into the tools you already use. It connects with GitHub for code changes and pull requests, Stripe for pricing and billing experiments, Google Analytics and PostHog for user behavior data, Search Console for SEO performance, Sentry for error tracking, and Vercel for deployment. It also integrates with your support email inbox. This deep integration allows the agent to understand your product holistically and make informed decisions based on real data from every part of your business.

Specialist Team Behind One Agent

When you talk to Tin Computer, you are actually accessing a team of specialized AI agents each owning a specific growth lane. The team includes a Strategist, Research Analyst, Organic Growth Engineer, Paid Acquisition Engineer, Sales Outreach specialist, Product Analyst, Financial Analyst, Product Engineer, and Customer Support Engineer. This structure mirrors a real growth team, ensuring that every aspect of growth from pricing changes to comparison pages to support responses is handled by a specialist with deep domain knowledge.

Reviving Dormant Side Projects

Many founders have side projects that are flat or declining because they lack time to maintain them. Tin Computer can revive these projects by autonomously running growth experiments. In the Claw Messenger case study, a project with only $480 ARR and four paying customers grew to $13,500 ARR and 146 customers in 112 days. The agent launched a referral program the same day a user asked for one and created a reseller tier the day after another customer requested it, demonstrating how it can react instantly to user feedback.

Continuous SEO Optimization for SaaS Products

For SaaS teams that struggle to maintain a consistent content marketing effort, Tin Computer handles organic SEO continuously. It writes blog posts optimized for search, creates comparison pages that help users choose your product over competitors, and implements technical SEO fixes that improve search rankings. This runs on autopilot, so your product keeps gaining organic traffic even when you are focused on other priorities. The agent monitors Search Console data to identify which pages need improvement and which topics are driving traffic.

Automated Product Experimentation and A/B Testing

Instead of manually designing and running A/B tests, Tin Computer handles the entire experimentation lifecycle. It reads your analytics to identify funnels where users are dropping off, hypothesizes a fix or change, implements it through a pull request, and then monitors the results. If the experiment succeeds, it keeps the change and moves to the next opportunity. If it fails, it rolls back and tries a different approach. This allows small teams to run dozens of experiments per week without dedicating engineering resources to each one.

User-Driven Feature Development and Bug Fixing

Tin Computer monitors your support email inbox and user behavior data to identify common pain points and feature requests. When multiple users report a bug or ask for a specific feature, the agent can prioritize and ship the fix or feature directly. In the Claw Messenger case, a user asked about a referral program and the agent launched one the same day. This responsiveness turns user feedback into product improvements instantly, increasing customer satisfaction and retention without manual triage.

What tools does Tin Computer integrate with?

Tin Computer connects to GitHub, Stripe, Google Analytics, Search Console, PostHog, Sentry, Vercel, and your support email inbox. This covers the essential stack for most SaaS products including code repositories, payment processing, web analytics, search performance, product analytics, error monitoring, and deployment. The agent reads data from all these sources to understand your product holistically and make informed growth decisions. If your stack includes these tools, Tin Computer can be set up quickly by simply connecting each account.

How does Tin Computer ship changes to my product?

Tin Computer ships changes by opening pull requests in your GitHub repository. It writes the code for the fix, feature, or experiment and submits it as a PR that you can review before merging. This gives you full control over what goes into production. You can review the code, make adjustments, or reject changes that do not meet your standards. The agent handles everything from writing the code to testing it, but the final decision to merge is always yours. This approach ensures you never lose visibility or control over your product.

What types of projects work best with Tin Computer?

Tin Computer works best for web-based SaaS products, marketing sites and blogs, indie developer tools, marketplaces and directories, and applications built with Lovable, Bolt, or Replit. It requires that your project lives on the open web and that you own the code through GitHub. It is not currently suitable for mobile apps, native desktop applications, drag-and-drop no-code platforms like Bubble or Webflow, or ecommerce stores on Shopify and Etsy. If your project fits the web SaaS model with GitHub integration, Tin Computer can likely work for you.

How fast can I expect to see results with Tin Computer?

Results depend on the current state of your product and the tier you choose. In the Claw Messenger case study, the agent grew ARR from $480 to $13,500 in 112 days, a 28x increase. The Standard plan ships 30 tasks per week, while the Unlimited Growth plan ships an unlimited number of tasks. Because the agent works continuously and autonomously, you can expect to see improvements faster than manual efforts. The agent runs experiments in parallel across SEO, product engineering, and analytics, compounding growth over time.

Tin Computer offers two pricing tiers. The Standard plan is $99 per month and includes 30 tasks per week. The Unlimited Growth plan is $299 per month and includes unlimited tasks. Both plans include all features of Tin Computer, including the full specialist team behind the agent, all integrations, and the ability to cancel at any time. The tier you choose determines how much the agent can ship each week. You can move up or down between tiers whenever you need. There is no long-term contract required, and you can compare the cost against hiring a growth team or agency to see the value.