Example

AI product brief

A solo founder used an AI code tool to build and deploy a task management SaaS. The product works. The domain is live. But the site is digitally invisible. Here is what Existence Compiler produces.

The scenario

Product: AI-generated task manager, deployed to Vercel
Domain: custom domain, SSL active
Problem: generic HTML title, no meta description, no OG tags, no schema

Score breakdown

14/ 100 — Digital Existence Score

Technical3/20No canonical, no sitemap, no robots.txt

Semantic4/20Title is "TaskFlow | Dashboard", no meta description

AI readability2/20No schema.org, no llms.txt

Trust2/20No /about, /privacy, /terms

Distribution3/20No Open Graph, no Twitter Cards

Fix Pack (priority order)

Top 8 actions

1Set <title>TaskFlow — Organize your work</title>High
2Add <meta name="description" content="..."> with 150-char descriptionHigh
3Add <link rel="canonical" href="https://taskflow.app/">High
4Add Open Graph tags: og:title, og:description, og:url, og:imageHigh
5Add schema.org WebApplication JSON-LD blockHigh
6Create /robots.txt and /sitemap.xmlMedium
7Create /about and /privacy pagesMedium
8Add llms.txt with product summary and key linksMedium

After applying the Fix Pack

Implementing the top 8 actions typically brings the Digital Existence Score from 14 to approximately 62–70 / 100. The product becomes shareable on social, readable by AI agents, and correctly indexed by search engines — without changing a single line of product code.

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Digital existence roadmap →Build a SaaS with AI →Non-technical founder →