Tin Computer

Tin Computer is an autonomous AI growth agent purpose-built for small SaaS teams that want to accelerate organic growth without increasing headcount or ad spend. Unlike traditional growth tools that require constant human direction, Tin Computer connects directly to your existing stack—including GitHub, Stripe, Google Analytics, Search Console, PostHog, Sentry, and Vercel—and then works a continuous growth playbook on the surfaces you already own. It does not wait for a brief or a roadmap. Instead, it reads your funnel, identifies what is slowing growth down, builds and ships the fix or experiment from start to finish via real pull requests that you review and merge, and then learns from the results to pick the next move. The product focuses on four core growth levers: organic SEO through blog posts and comparison pages, product engineering with bug fixes and onboarding tweaks, technical fixes for site performance, and analytics including funnel diagnostics and cohort analysis. Tin Computer is ideal for founders and small teams who want to ship growth improvements around the clock without hiring a full growth team. In a real-world case study, Claw Messenger, a dormant side project, grew from $480 to $13,500 ARR and from 4 to 146 paying customers in just 112 days after connecting Tin Computer. The agent handles SEO, ads, outreach, support inbox, and analytics autonomously, freeing you to focus on building your product while growth runs on autopilot.

Autonomous Funnel Analysis and Experiment Selection

Tin Computer continuously reads your product funnel through connected analytics tools like Google Analytics and PostHog. It identifies bottlenecks, drop-off points, and conversion friction without requiring manual data analysis. The agent then autonomously selects the next highest-impact growth experiment based on real user behavior and funnel data. It might choose a pricing change one week, a comparison page the next, or a tighter signup flow the week after. This ensures that growth efforts are always data-driven and prioritized by potential impact, not by human intuition or backlog order.

Automated Pull Request Shipping via GitHub

Instead of generating recommendations that require manual implementation, Tin Computer ships real code changes directly to your GitHub repository. It opens pull requests for bug fixes, small features, onboarding tweaks, SEO improvements, and technical fixes. You review and merge these PRs just as you would with a human developer. This feature eliminates the gap between strategy and execution, turning growth experiments into live product changes without you needing to write the code yourself. The agent handles the full cycle from ideation to implementation.

Multi-Channel Organic Growth Engine

Tin Computer operates across several organic growth channels simultaneously without requiring ad spend or cold outreach. It works on organic SEO by generating blog posts, comparison pages, and technical SEO fixes that improve search rankings. It also handles AI-search optimization for GEO (Generative Engine Optimization) to capture traffic from AI-driven search tools. Additionally, the agent manages user research, customer support responses, and analytics reporting. This multi-channel approach ensures that growth is not dependent on a single tactic and that improvements compound over time.

Continuous Learning and Adaptive Strategy

Every experiment Tin Computer ships is tracked for performance. The agent watches the results, keeps what works, and discards what does not. It learns from user behavior, conversion data, and support interactions to refine its strategy continuously. Behind the single agent interface sits a team of specialist personas including a strategist, research analyst, organic growth engineer, product analyst, and product engineer. Each specialist owns a lane and collaborates to ensure that growth efforts are coordinated and effective. This adaptive learning loop means Tin Computer gets smarter about your product over time, delivering compounding growth rather than one-off improvements.

Reviving Dormant Side Projects and Portfolio Products

Founders often have side projects or older products that have flatlined due to lack of time and attention. Tin Computer is ideal for breathing new life into these dormant assets. By connecting the agent to the project's GitHub, analytics, and payment systems, it autonomously runs growth experiments, fixes bugs, improves SEO, and engages with users. The Claw Messenger case study demonstrates this use case perfectly: a project with only $480 ARR and four paying customers grew to $13,500 ARR and 146 customers in 112 days without any founder intervention beyond initial setup. This allows founders to build a portfolio of growing products without needing to maintain each one manually.

Automating Growth for Bootstrapped SaaS Teams

Small SaaS teams with limited resources often struggle to dedicate time to growth while building their product. Tin Computer acts as a full-time growth team that works 24/7 without salary, benefits, or management overhead. It handles the repetitive but critical growth tasks such as A/B testing headlines, optimizing signup flows, generating SEO content, and fixing conversion bottlenecks. For a bootstrapped team, this means they can compete with better-funded competitors by shipping 60 improvements or more in the same timeframe a manual team might ship only 8. The result is significantly higher compound growth, often exceeding 30% improvement in key metrics over six months.

Improving Onboarding and Activation Funnels

User onboarding is a critical growth lever that many teams neglect due to its complexity. Tin Computer analyzes your signup flow, trial experience, and first-time user journey through connected analytics. It identifies where users drop off or fail to activate and then ships targeted improvements. This might include rewriting onboarding emails, adjusting trial lengths, adding in-app guidance, or fixing technical issues that cause friction. Because the agent can read your code and analytics simultaneously, it understands both the user behavior and the technical implementation, allowing it to ship precise fixes that improve activation rates without breaking existing functionality.

Continuous SEO and Content Marketing Without a Writer

SEO content marketing requires consistent publishing of blog posts, comparison pages, and technical guides. Tin Computer automates this process by generating and shipping SEO-optimized content directly to your website through GitHub. It targets keywords relevant to your product, creates comparison pages that help users choose your solution over competitors, and fixes technical SEO issues like meta tags, schema markup, and page speed. The agent also monitors search console data to refine its content strategy based on what is driving traffic and conversions. This allows small teams to maintain a strong organic search presence without hiring a dedicated content marketer or SEO specialist.

How does Tin Computer connect to my existing tools?

Tin Computer plugs directly into your existing stack through API integrations. It connects to GitHub for code access and pull request shipping, Stripe for revenue and subscription data, Google Analytics and PostHog for user behavior and funnel analysis, Search Console for SEO performance, Sentry for error tracking, and Vercel for deployment. You simply authorize these connections during setup, and Tin Computer begins reading data and shipping improvements autonomously. No manual data export or configuration is required beyond the initial connection.

Do I need to review and approve every pull request?

Yes, Tin Computer ships changes by opening pull requests that you review and merge, just as you would with a human developer. This gives you full control over what goes into production. You can approve, modify, or reject any PR before it is merged. The agent learns from your feedback and adjusts its approach over time. This review process ensures that all changes align with your product vision and quality standards while still allowing Tin Computer to operate autonomously and ship frequently.

What types of projects does Tin Computer work with?

Tin Computer works best for web-based SaaS products, marketing sites and blogs, indie developer tools, marketplaces and directories, and projects built with Lovable, Bolt, or Replit. It requires code you control on GitHub and a web presence that lives on the open web. It does not currently support mobile apps, native desktop applications, drag-and-drop no-code platforms like Bubble or Webflow, or ecommerce stores on Shopify and Etsy. If your product is a web SaaS with code in GitHub, Tin Computer is likely a good fit.

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

Results vary based on your product's current state and the number of growth opportunities available. In the Claw Messenger case study, significant growth was visible within weeks, with ARR increasing from $480 to $13,500 over 112 days. Tin Computer ships multiple tasks per week depending on your plan, and each task is a growth experiment or improvement. Many users see measurable improvements in conversion rates, traffic, and revenue within the first month as the agent addresses the most impactful bottlenecks first. Because the agent learns and adapts, results tend to compound over time.

Tin Computer offers two pricing tiers designed to match your growth velocity needs. 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 per week. Both plans give you full access to all of Tin Computer's features, including autonomous funnel analysis, pull request shipping, multi-channel growth, and continuous learning. The tier you choose determines how much the agent ships each week, with the Unlimited plan being ideal for products that need rapid experimentation and improvement. You can move up or down between tiers at any time, and you can cancel your subscription at any point. There are no long-term contracts or hidden fees.