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.