Tin Computer

Tin Computer is an autonomous AI growth agent designed specifically for small SaaS teams that want to drive continuous, organic growth without constant manual effort. Unlike traditional growth tools that require you to identify opportunities, create experiments, and implement changes yourself, Tin Computer operates as a full-time, always-on growth engine. You simply point it at your product by connecting your existing tools, and it automatically analyzes your funnel, identifies bottlenecks, and ships improvements directly to your codebase. It works across four key growth surfaces: organic SEO through blog posts, comparison pages, and technical fixes; product engineering via bug fixes, small features, and onboarding tweaks; and analytics through funnel diagnostics, cohort analysis, and experiment tracking. The agent integrates seamlessly with your current stack, including GitHub, Stripe, Google Analytics, Search Console, PostHog, Sentry, Vercel, and more. There is no ad spend required and no cold outreach involved. Tin Computer focuses purely on organic and AI-search (GEO) growth that runs continuously in the background. The result is a proven track record: Claw Messenger, a dormant side project, grew from $480 to $11,580 ARR with 118 paying customers in just 92 days. For any small SaaS team tired of stalled growth backlogs and manual grinding, Tin Computer offers a reliable, automated path to sustainable expansion.

Autonomous Funnel Analysis and Experimentation

Tin Computer continuously reads your product funnel through connected analytics tools like Google Analytics, PostHog, and Stripe. It identifies exactly where growth is slowing down, whether that is a confusing onboarding step, a pricing page that fails to convert, or a missing comparison page that hurts SEO. Instead of waiting for a human to notice and prioritize these issues, the agent automatically picks the next highest-impact experiment. It then builds and ships the fix or test from start to finish, opening a pull request for you to review and merge. This means your growth roadmap is never stalled by a backlog or a lack of bandwidth.

Multi-Specialist Agent Architecture

Behind the single Tin Computer interface you interact with sits a complete team of specialized AI agents, each owning a growth lane the way a real hire would. This team includes a Strategist for high-level planning, a Research Analyst for market and competitor insights, an Organic Growth Engineer for SEO and content, a Paid Acquisition Engineer, a Sales Outreach specialist, a Product Analyst, a Financial Analyst, a Product Engineer, and a Customer Support Engineer. This architecture ensures that every aspect of your growth is handled by an expert agent, from technical bug fixes to pricing experiments to customer support responses, all coordinated and prioritized by the central Tin Computer agent.

Seamless Integration with Your Existing Stack

Tin Computer plugs directly into the tools you already use and trust. It connects with GitHub to read your code and ship changes via pull requests. It integrates with Stripe to analyze revenue data and pricing experiments. It uses Google Analytics and Search Console to understand traffic and SEO performance. It works with PostHog for product analytics, Sentry for error tracking, and Vercel for deployment. This deep integration means Tin Computer has full context on your product, your users, and your business performance. It does not require you to adopt new platforms or change your workflow. You simply authorize the connections, and the agent starts working within your existing environment.

Continuous Learning and Iteration

Tin Computer is built on a learn-and-adapt cycle. After it ships an experiment or fix, it watches the results closely using your connected analytics. If a change improves a metric, the agent keeps that improvement and moves on to the next opportunity. If a change does not work, it rolls back and learns from the failure. This continuous feedback loop means the agent refines its strategy over time, becoming more effective at picking the right experiments for your specific product and audience. You are not locked into a static playbook. Instead, Tin Computer evolves its approach based on real data, ensuring that your growth efforts are always optimized for current conditions.

Reviving Dormant or Stagnant Side Projects

Many founders have side projects or older products that have flatlined due to a lack of time and attention. Tin Computer is ideal for breathing new life into these dormant assets. As demonstrated with Claw Messenger, a project with only $480 ARR and four paying customers was transformed into a thriving product generating $13,500 ARR with 146 paying customers in just 112 days. The agent took over SEO, content creation, ad management, customer support, and product improvements, all without the founder needing to write a single line of code or a growth brief. This use case is perfect for founders who want to build a portfolio of revenue-generating products without the overhead of managing each one manually.

Automating SEO and Content Marketing for Small SaaS Teams

Small teams often struggle to maintain a consistent SEO and content marketing strategy because it requires dedicated research, writing, and technical optimization. Tin Computer automates this entire process. It identifies keyword opportunities, writes blog posts and comparison pages, and implements technical SEO fixes directly in your codebase. It also optimizes for AI-search (GEO) to ensure your product appears in AI-generated answers and recommendations. This frees up your team to focus on core product development while the agent continuously builds your organic traffic engine, driving steady, compounding growth without any ad spend.

Accelerating Product-Led Growth Experiments

Product-led growth requires constant experimentation with pricing, onboarding, feature adoption, and user flows. Tin Computer handles this by analyzing your funnel data, identifying where users drop off, and shipping targeted experiments. For example, it might change a pricing tier, add a referral program, rewrite a headline, or tighten a signup flow. It can even respond to user feedback in real time, launching a reseller tier the day after a customer asks about it. This rapid experimentation cycle, which would normally take a human weeks to plan and execute, happens in days or even hours, dramatically accelerating your product-led growth trajectory.

Providing 24/7 Customer Support and User Research

Customer support and user research are critical for growth but are often deprioritized by small teams. Tin Computer includes a Customer Support Engineer agent that can handle support inboxes, respond to user inquiries, and identify common pain points. It also conducts ongoing user research by analyzing support tickets, feedback, and product usage data. This information feeds back into the agent's decision-making, helping it prioritize the most impactful product improvements and experiments. The result is a product that continuously improves based on real user needs, leading to higher satisfaction, retention, and organic word-of-mouth growth.

How does Tin Computer connect to my product and start working?

Tin Computer connects to your existing tools through simple API integrations. You authorize connections to GitHub, Stripe, Google Analytics, Search Console, PostHog, Sentry, Vercel, and your support email. Once connected, the agent begins reading your codebase, analyzing your funnel data, and identifying growth opportunities. It does not require any complex setup or configuration. After the initial connections are made, Tin Computer starts working autonomously, picking its first experiment and shipping a pull request for you to review and merge.

Is Tin Computer safe to use with my production codebase?

Yes, safety is a core design principle. Tin Computer ships all changes through pull requests on GitHub, which means every modification is reviewed and approved by you or your team before it is merged into your production code. The agent does not have direct write access to your main branch. Additionally, you have full visibility into every action it takes, from the experiments it selects to the code it writes. If a change does not perform as expected, the agent learns from the failure and can roll back the modification. This human-in-the-loop approach ensures you maintain control while benefiting from automation.

What types of projects does Tin Computer work with?

Tin Computer is designed for projects that live on the open web with code you control. This includes web SaaS applications, marketing sites and blogs, indie developer tools, marketplaces and directories, and projects built with platforms like Lovable, Bolt, or Replit. It works best for products that have a web presence and a codebase hosted on GitHub. It is not yet suitable for mobile apps, native desktop applications, drag-and-drop no-code platforms like Bubble or Webflow, or e-commerce stores on Shopify or Etsy. If your product fits the web-based SaaS model, Tin Computer can likely drive significant growth for it.

How much time do I need to spend reviewing Tin Computer's work?

Tin Computer is designed to minimize your time investment while maximizing growth output. You will need to review and merge the pull requests it creates, which typically takes a few minutes per week. The agent handles everything else autonomously, including identifying opportunities, designing experiments, writing code, and analyzing results. Most users spend less than 30 minutes per week reviewing and approving the agent's work. This is a fraction of the time required to manage a human growth team or agency, making Tin Computer ideal for founders and small teams who want growth without the overhead.

Tin Computer offers two straightforward pricing tiers based on how much growth work you want shipped each week. Every plan includes all of the agent's capabilities: full access to all specialist agents, all integrations, and continuous learning. The Standard plan is priced at $99 per month and includes 30 tasks per week. The Unlimited Growth plan is priced at $299 per month and includes unlimited tasks per week, allowing the agent to work as aggressively as possible on your product. Both plans can be canceled at any time. You can move up or down between tiers whenever you need, and you can compare the cost against manual growth work or hiring a growth team or agency. There is no long-term commitment, and you can see full pricing details on the product website.