Use Case
Build a SaaS with AI
AI tools can generate a full SaaS in hours. The resulting app often works — but it is invisible. No metadata, no schema.org, no sitemap, no trust pages. Technically deployed. Digitally absent.
The problem
When you build with Cursor, v0, Bolt, or another AI code tool, the focus is on making the product work. The existence layer — metadata, Open Graph, schema.org, robots.txt, sitemap, trust pages — is not generated by the AI. It is left as a gap.
A deployed SaaS with no title tag, no meta description, and no Open Graph will not be shared correctly on social platforms, will not be understood by AI agents summarizing the web, and will not rank for any search terms related to what it does.
How Existence Compiler helps
Paste the URL of your deployed SaaS. Existence Compiler crawls the live site, identifies every gap in the 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
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
- ·No schema.org markup
- ·No robots.txt or sitemap.xml
- ·No /about, /privacy, or /terms pages
- ·Digital Existence Score: 8–15 / 100
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.