AI VISIBILITY

AI Visibility for Cursor-Built Sites

Cursor accelerates development significantly. Developers using Cursor ship functional, well-architected sites in days. What AI visibility requires goes beyond functional correctness: it requires deliberate signals that help AI systems classify, trust, and cite your content. These signals are rarely part of default Cursor-generated code.

Readable does not mean recommendable. This audit shows you exactly where Cursor sites fall short.

COMMON ISSUES

What Cursor sites typically miss

These issues appear on most Cursor sites we scan. Each reduces AI recommendation confidence.

Status

Issue

AI Impact

FAIL

Missing structured data across pages

No machine-readable classification. AI systems guess at entity type from copy alone, which reduces confidence.

WARN

AI crawlers not explicitly permitted in robots.txt

GPTBot and PerplexityBot may be restricted by default template configs. AI visibility requires explicit access.

FAIL

No FAQPage schema on landing pages

Missing extractable answer surfaces. AI citation probability is significantly lower without FAQ schema.

WARN

Entity definition absent from homepage copy

Without a clear declaration of what the product is in the first viewport, AI classification is uncertain.

WARN

No breadcrumb schema on nested pages

AI systems have less structural context for pages beyond the homepage.

HOW TO FIX

The fix for Cursor sites

Add Organization and WebSite schema to the root layout file. Add FAQPage schema to pages with FAQ sections. Update robots.txt to explicitly permit GPTBot, PerplexityBot, and ClaudeBot. Add a clear entity-defining sentence to the homepage hero.

Stack-aware fix prompts

AudFlo detects Cursor-built Next.js and Vite projects and writes fix prompts in the correct framework syntax.

Detect

AudFlo identifies your framework automatically

Diagnose

All 32 visibility layers checked and scored

Fix

Paste-ready prompt generated for your exact stack

FAQ

Common questions about Cursor and AI visibility

Do Cursor-built Next.js sites have good AI visibility by default?

Next.js with SSR has better default AI visibility than CSR frameworks. However, schema markup, entity definition, and AI crawler permissions still need to be added manually. AudFlo checks all of these and shows exactly what is missing.

How do I add schema to a Cursor Next.js project?

Add a JSON-LD script tag to your root layout.tsx server component. AudFlo generates the complete schema object with your site-specific information and the correct implementation code for Next.js App Router.

What is the highest-impact fix for a Cursor project?

For most Cursor projects, the highest-impact fix is adding Organization and FAQPage schema. If the project is a CSR Vite build rather than Next.js, fixing rendering is the prerequisite.

See exactly what AI systems find when they visit your Cursor site.

AudFlo detects your framework automatically and generates fix prompts in the syntax your tool understands. Free to run. Results in 30 seconds.

Free. No signup. No crawl barriers triggered.