Tin Computer

Tin Computer is an autonomous AI growth agent purpose-built for small SaaS teams and indie developers who want to grow their products without hiring a full growth team or spending heavily on ads. It functions as a continuous, always-running growth playbook that connects directly to the surfaces you already own: your website, product code, analytics stack, and customer support channels. Once pointed at your project, Tin Computer autonomously identifies bottlenecks in your funnel, selects the highest-impact experiment or fix, and ships real changes by opening pull requests for you to review and merge. It operates across four core domains: organic SEO (including blog posts, comparison pages, and technical fixes), product engineering (bug fixes, small features, and onboarding tweaks), analytics (funnel diagnostics, cohort analysis, and experiment tracking), and even customer support. The agent plugs into your existing stack seamlessly, integrating with GitHub, Stripe, Google Analytics, Search Console, PostHog, Sentry, Vercel, and more. There is no ad spend required and no cold outreach needed. Tin Computer focuses exclusively on organic and AI-search (GEO) growth, running experiments around the clock. A compelling case study shows that Claw Messenger, a dormant side project, grew from just $480 to $13,500 in annual recurring revenue and from 4 to 146 paying customers in only 112 days, with over 160 commits shipped autonomously. Tin Computer is built for founders who want to stop writing roadmaps and start seeing consistent, data-driven growth without manual grinding.

Autonomous Funnel Analysis and Experiment Selection

Tin Computer continuously reads your product's funnel through connected analytics tools like Google Analytics, PostHog, and Stripe. It identifies exactly where growth is slowing down, whether that is a drop-off in the signup flow, low conversion on a pricing page, or poor retention in a specific cohort. Based on this analysis, it autonomously selects the next highest-impact experiment or fix, prioritizing changes that are most likely to move key metrics. You do not need to write a brief or prioritize a backlog; the agent decides the next move and gets to work immediately.

End-to-End Experiment Shipping via Pull Requests

Once Tin Computer identifies a growth opportunity, it does not stop at recommendations. It builds the fix or experiment from start to finish, writing code, creating content, or adjusting configuration, and ships it directly to your GitHub repository as a pull request. This includes everything from pricing tier changes and hero headline rewrites to blog posts, comparison pages, and technical SEO fixes. You simply review and merge the changes, giving you full control while eliminating the time spent on implementation. The agent handles the entire engineering and content creation workflow autonomously.

Multi-Specialist Agent Architecture

Behind the single Tin Computer interface operates a team of specialized AI agents, each owning a distinct growth lane similar to a real hire. These specialists include a strategist, research analyst, organic growth engineer, paid acquisition engineer, sales outreach agent, product analyst, financial analyst, product engineer, and customer support engineer. Each agent focuses on its domain, running experiments, analyzing results, and coordinating with others to ensure a cohesive growth strategy. This architecture allows Tin Computer to handle complex, multi-faceted growth tasks that would normally require a full team of human experts.

Continuous Learning and Iteration Loop

Tin Computer operates on a perpetual learn-and-adapt cycle. After shipping an experiment, it watches the results across your connected analytics tools, determines what worked and what did not, and feeds those learnings back into its decision-making process. Successful changes are kept and optimized further, while unsuccessful experiments are discarded. The agent then picks the next best move based on the updated understanding of your product and market. This 24/7 learning loop means your growth strategy is constantly improving without any manual intervention, compounding results over time.

Reviving Dormant Side Projects and Products

Many founders have side projects or older products that have flatlined or are barely generating revenue. Tin Computer is ideal for breathing new life into these dormant assets. As demonstrated with Claw Messenger, the agent can autonomously run growth experiments, fix bugs, improve SEO, and launch referral programs without requiring the founder's active attention. Within months, a stagnant project can go from minimal revenue and a handful of users to a thriving product with significant ARR and a growing customer base, all while the founder focuses on new ideas.

Continuous SEO and Organic Content Growth

For SaaS teams that rely on organic traffic, Tin Computer acts as a dedicated SEO and content marketing engine. It autonomously creates blog posts, comparison pages, and technical SEO fixes, shipping them directly to your website via GitHub pull requests. The agent analyzes your Search Console data to identify keyword opportunities, optimizes existing pages for better ranking, and writes content designed to capture AI-search (GEO) traffic. This ensures your website is constantly improving its search presence without requiring a human writer or SEO specialist to manage the workflow.

Automated Product Onboarding and Conversion Optimization

Tin Computer can dramatically improve user onboarding and conversion rates by running continuous experiments on your product's signup flow, pricing pages, and trial experiences. It identifies friction points in the funnel, such as confusing onboarding steps or poorly positioned calls-to-action, and ships fixes autonomously. For example, it might tweak the hero headline, adjust trial length, add a footer link to case studies, or restructure a pricing page. Each change is tracked and measured, so only improvements that actually lift conversion rates are kept, leading to steady, compounding growth in paid users.

Bug Fixing and Small Feature Development from User Feedback

Customer support emails and user feedback often contain valuable insights about bugs, missing features, and pain points. Tin Computer monitors your support inbox and analytics for recurring user complaints or feature requests. It then autonomously prioritizes and ships bug fixes or small feature additions to address these issues, opening pull requests for your review. This ensures that your product is constantly improving based on real user needs, without requiring you to triage every support ticket or manage a feature backlog. The agent can even launch a referral program or reseller tier the same day a user asks for it.

How does Tin Computer connect to my existing tools?

Tin Computer integrates directly with your current stack by connecting to GitHub, Stripe, Google Analytics, Search Console, PostHog, Sentry, Vercel, and your support email. Once you authorize these connections, the agent reads your product's code, analytics data, revenue information, and customer feedback. All changes are shipped through GitHub as pull requests, which you review and merge. This ensures that Tin Computer works within your existing workflows without requiring any new infrastructure or significant setup time.

Is Tin Computer suitable for non-technical founders or teams?

While Tin Computer ships code and content through pull requests, it is designed to be accessible to technical and non-technical users alike. The agent handles all the implementation details, writing the code, creating the content, and opening the PR. For non-technical founders, you simply need to review and approve the changes in GitHub, which requires basic familiarity with the platform. The agent also provides clear descriptions of what each change does and why it was chosen, making the review process straightforward. Teams using no-code platforms like Bubble or Webflow are not currently supported.

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 frameworks like Lovable, Bolt, or Replit. The agent needs access to your code through GitHub and your analytics through supported tools. It is not currently compatible with mobile apps, native desktop applications, drag-and-drop no-code platforms like Bubble or Webflow, Notion sites, or e-commerce stores on Shopify and Etsy. If your product lives on the open web with code you control, Tin Computer can likely help you grow it.

How long does it take to see results from Tin Computer?

Results vary depending on your product's current state and the growth opportunities available, but the Claw Messenger case study provides a strong benchmark. That dormant project grew from $480 to $13,500 ARR and from 4 to 146 paying customers in just 112 days, with over 160 commits shipped. Many users see meaningful improvements in conversion rates, organic traffic, and revenue within the first few weeks as the agent identifies and ships high-impact experiments. Because Tin Computer runs continuously, results compound over time, with the agent learning and optimizing its strategy based on what works for your specific product.

Tin Computer offers two straightforward pricing tiers designed to match how fast you want to grow. Every plan includes the full set of features, all specialist agents, and connections to your existing tools. The difference between tiers is the volume of tasks shipped each week.

The Standard plan is priced at $99 per month and includes 30 tasks per week. This is ideal for smaller teams or side projects where you want steady, manageable growth without overwhelming your review queue.

The Unlimited Growth plan is priced at $299 per month and includes unlimited tasks per week. This tier is designed for teams ready to accelerate growth aggressively, allowing the agent to ship as many experiments and fixes as needed to maximize results.

Both plans can be canceled at any time, and you can move up or down between tiers as your needs change. All pricing is available with full transparency on the Tin Computer website, where you can also compare the cost against hiring a manual growth team or agency.