What exactly is AiVIS Cite Ledger?

AiVIS Cite Ledger is an evidence-backed AI citation audit and remediation system. It measures how AI models, ChatGPT, Perplexity, Claude, and Google AI, interpret, trust, and cite your web content. The result is a 0–100 CITE LEDGER score across seven weighted dimensions, with BRAG evidence-linked findings and prioritized fixes.

How is this different from Semrush, Ahrefs, or Clearscope?

Traditional SEO tools optimize for keyword ranking in traditional search results. AiVIS Cite Ledger audits citation readiness, the specific signals that determine whether AI answer engines retrieve and cite your content. A page can rank #1 on Google and be completely invisible to AI answer synthesis.

What is BRAG and how does it make findings trustworthy?

BRAG stands for Based-Retrieval-Auditable-Grading. It ties every audit finding to a real, traceable element on your page, a specific heading, schema block, meta tag, or content section, each carrying a unique evidence ID. You can open the element, verify the finding, and recheck it after a fix. No black boxes.

Is the free tier genuinely useful, or just a teaser?

The Observer (free) plan gives you a full composite CITE LEDGER score and all seven dimension letter grades, so you can see exactly where you stand and which categories are hurting you. BRAG evidence IDs and prioritized fix packs require a paid plan. Three audits per month, no credit card.

React SPA AI Visibility Audit | AiVIS Cite Ledger

React single-page apps are invisible to AI by default. Client-side rendering means AI crawlers see an empty div and nothing else. Here's how to fix it.

Why React SPAs Are Invisible to AI

A standard React SPA serves an HTML file containing <div id='root'></div> and a JavaScript bundle. AI crawlers don't execute JavaScript, they see an empty page.

This isn't a React limitation per se, it's a client-side rendering issue. Any framework that renders in the browser has the same problem.

Solutions for React AI Visibility

Server-Side Rendering (SSR): Use Next.js, Remix, or a custom SSR setup to pre-render HTML on the server. This is the most robust solution.

Static Site Generation (SSG): If your content doesn't change frequently, generate static HTML at build time using Next.js static export or a similar approach.

Prerendering services: Tools like Prerender.io intercept crawler requests and serve pre-rendered HTML. This works but adds latency and a dependency.

Schema and Meta for React Apps

Use React Helmet (or your framework's metadata API) to set unique title, description, and Open Graph tags per route.

Add JSON-LD schema via a dedicated component that injects <script type='application/ld+json'> into the document head.

Configure your deployment to serve a proper robots.txt and sitemap.xml. Many React SPA deployments serve 404 or the index.html for these paths.

Frequently Asked Questions

Can AI models read React apps?: Not client-side rendered React apps. AI crawlers don't execute JavaScript. You need SSR, SSG, or a prerendering service.
Is Next.js the only way to fix React AI visibility?: No, Remix, Astro, Gatsby, and custom SSR solutions all work. Any approach that serves pre-rendered HTML to crawlers solves the problem.
How do I test if my React app is visible to AI?: Run an AiVIS Cite Ledger audit. It fetches your URL like an AI crawler and reports exactly what it sees, including whether content is rendered or just JavaScript.