Use Case

Build a SaaS with AI

AI tools can generate a complete SaaS in hours. The resulting app usually works — but it is invisible. No metadata, no schema.org, no sitemap, no trust pages. Technically deployed. Digitally absent.

01

The problem

When you build with Cursor, v0, Bolt, or another AI tool, the focus is on making the product work. The Digital Existence Layer — metadata, Open Graph, schema.org, robots.txt, sitemap, trust pages — is not generated by AI. It stays as a gap.

A deployed SaaS without a title tag, meta description, and Open Graph will not share correctly on social platforms, will not be understood by AI agents that summarize the web, and will not rank for any search terms related to what it does.

02

How Existence Compiler helps

Paste your deployed SaaS URL. Existence Compiler crawls the live site, identifies every gap in the Digital Existence Layer, and produces a Fix Pack with ready-to-paste snippets. No manual HTML inspection required.

Technical layer

Title, canonical, meta description, robots.txt, sitemap.xml

Social layer

Open Graph tags, Twitter Cards, preview image check

AI readability

schema.org markup, llms.txt, structured data

Trust layer

Presence of /about, /privacy, /terms, security headers

03

Example scenario

Typical AI-built SaaS audit

  • No title tag or generic framework default ("Vite App", "Create React App")
  • No meta description
  • No Open Graph — social shares show blank cards or just the domain
  • No schema.org markup
  • No robots.txt or sitemap.xml
  • No /about, /privacy, or /terms pages
  • Digital Existence Score: 8–15 / 100
04

What this does not promise

Closing the existence gaps improves the technical conditions for discovery. It does not guarantee indexing speed, traffic volume, or conversions. The Fix Pack should be reviewed before implementation — AI-generated suggestions are a starting point.

Analyze your SaaS

Scan any public URL and discover if humans, search engines, and AI agents understand what your project does.

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