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May 19, 2026 · Los Angeles

A marketer built a SaaS product in 2-months. Here's what broke.

See how a competitive intelligence SaaS product was built in two months, covering AI visibility testing, report generation, and the importance of domain expertise over code.

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Tech stack
  • Anthropic API
    Programmatic access to Anthropic's Claude models (Opus, Sonnet, Haiku) for complex reasoning, vision, and tool-use applications.
    The Anthropic API delivers programmatic access to the Claude model family (Opus, Sonnet, Haiku), enabling developers to integrate state-of-the-art AI into applications. Use the Messages API for conversational tasks, leveraging Claude 3.5 Sonnet for balanced performance or Claude 3 Opus for complex analysis. Key features include Tool Use (function calling), Vision capabilities for image analysis, and a large 200K token context window for extensive document processing. This API provides a powerful, reliable foundation for next-generation AI projects.
  • OpenAI API
    OpenAI API: Your direct gateway to cutting-edge AI models (GPT-4o, DALL-E 3, Whisper), enabling scalable, multimodal intelligence integration into any application.
    The OpenAI API provides authenticated, programmatic access to a powerful suite of generative AI models. Developers leverage REST endpoints and official libraries (Python, Node.js) to integrate capabilities like advanced text generation (GPT-4o), image creation (DALL-E 3), and speech-to-text transcription (Whisper). This platform is engineered for scale, supporting millions of daily requests for tasks from complex reasoning to real-time customer support agents, ensuring your application gets reliable, state-of-the-art intelligence.
  • Google Gemini API
    Integrate Google's multimodal Gemini models (Pro, Flash) into your application via REST or SDKs: generate content, process up to 1000-page PDFs, and execute code with a 2-million token context.
    The Gemini API delivers Google's most advanced models (Gemini 3 Pro, 2.5 Flash) directly into your applications. Leverage its multimodal power: process text, images, video, and audio inputs for tasks like content generation, summarization, and visual understanding. Utilize key features including the 2-million token context window, structured JSON output, and function calling to build complex, reliable agents. Choose your integration: use the standard REST API, streaming endpoints (SSE), or the Live API (WebSockets) for real-time conversational experiences. Get started with the free tier and robust SDKs for Python, Java, Go, and more.
  • Vercel
    Vercel is the Frontend Cloud: a unified platform for building, deploying, and scaling modern web applications, including Next.js, with performance-focused global infrastructure.
    Vercel delivers a frictionless developer experience for the modern web, focusing on the 'Develop, Preview, Ship' workflow. As the creator and maintainer of the Next.js framework, Vercel offers first-class support for full-stack React applications, alongside other popular frameworks like SvelteKit and Nuxt. Its core value is instant, Git-based deployment (e.g., automatic preview environments for every pull request) and automatic scaling via serverless functions (Edge Functions) and a global Content Delivery Network (CDN). This infrastructure ensures high performance, low latency, and zero-configuration scaling for applications used by companies like Apple and IBM.
  • Supabase
    The open-source PostgreSQL development platform: a Firebase alternative for rapid backend deployment.
    Supabase is the Postgres development platform, providing a complete, open-source backend-as-a-service solution. It packages enterprise-grade tools like a full PostgreSQL database, a RESTful API (via PostgREST), and a GraphQL API (via pg_graphql) that are auto-generated from your schema. The platform includes a comprehensive suite of services: Auth (for user sign-ups and SSO), Storage (for files with S3 integration), Realtime (for database change subscriptions), and Edge Functions (for serverless logic). The core value proposition is clear: build fast with a powerful, scalable SQL database that offers 100% portability and robust security features like Row Level Security (RLS).