AI Visibility Tools
Public tools to improve AI visibility, plus a conversion-ready AI Data Layer workflow to make your site AI-readable.
Quick Setup Tools
Generate the essential files to help AI access and understand your site.
LLMS Discovery File Generator
Create llms.txt and llms-full.txt discovery files so AI systems can find and interpret your content.
Open LLMS GeneratorFeatured Tool
🚀 Make Your Site AI-Readable
Turn your website into a structured data source AI can understand, rank, and recommend.
Generate AI-ready product feeds and instructions used by ChatGPT, Gemini, and other AI systems.
- ✔ Generates /ai/products.json
- ✔ Generates /ai/instructions.json
- ✔ Optimised for AI search engines
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More AI Tools
Additional tools to test, validate, and improve your AI visibility.
Free AI SEO Tools
Structiq provides free tools to analyze AI visibility signals for a single page or domain. These utilities help you check structured data (schema), crawlability, and whether AI and search crawlers can access your site—without running a full site audit.
Use the tools above to validate schema markup, test robots.txt and sitemap setup, and see how key AI crawlers are treated. For site-wide analysis and recommendations, the AI visibility scan and Pro Deep Scan go deeper.
What the Structiq Tools Check
Deterministic Citability Scorer
The Citability Scorer analyzes page content in blocks and scores each passage for AI citation readiness. It uses a deterministic rubric (no AI) that rewards clear answers, self-contained language, scannable structure, specific evidence and statistics, and unique or high-information content. Passages in the 134–167 word range tend to score well; vague filler and low-information text are penalized.
You get an overall citability score, top and weak passages with grade badges, and findings and recommendations to improve how likely AI systems are to cite your content. This tool is page-level only and works on any public URL.
LLMS Discovery File Generator
The LLMS Discovery File Generator creates an llms.txt file for your site. This is a simple, standardized discovery file that helps AI systems find your canonical URLs, sitemaps, and high-value pages in a predictable format.
The tool outputs a ready-to-publish file you can place at your site root (/llms.txt), plus guidance on what pages to include. It does not change your website automatically — you’ll add the file to your site and re-scan to confirm improvements.
Schema Validator
The Schema Validator fetches a single URL and inspects all JSON-LD structured data on that page. It reports which schema types are present (e.g. Organization, WebSite, FAQPage, Product, Article), flags invalid or duplicate markup, and suggests improvements such as adding Organization or WebSite schema where they are missing.
Structured data helps AI systems like ChatGPT, Claude, and Perplexity interpret your content. Valid, well-typed schema improves the chance your page is understood and cited. This tool is page-level only; it does not crawl your whole site.
Robots.txt & Sitemap Tester
The Robots.txt & Sitemap Tester checks whether your domain exposes a robots.txt file and a sitemap, and whether the sitemap is declared in robots.txt. It parses User-agent rules and shows how major AI and search crawlers—including ChatGPT Search Bot, Claude Search Bot, Perplexity Bot, GPTBot, ClaudeBot, and Google-Extended—are allowed or blocked.
If AI search visibility is a goal, ensuring these bots can crawl your site is important. The tool also reports sitemap type (index vs standard), URL count where available, and recommendations such as adding a sitemap or referencing it in robots.txt. It does not crawl all URLs in the sitemap.
Why AI Visibility Matters
AI systems such as ChatGPT, Claude, Gemini, and Perplexity often answer user questions by selecting a small set of sources to cite or recommend. They use signals like structured data, crawlability, entity clarity, and topical authority to decide which sites to include. Pages that are easy to parse, clearly structured, and reachable by AI crawlers are more likely to be chosen.
Improving these signals—schema, robots.txt, sitemaps, and clear content structure—does not guarantee citations but increases the likelihood that your site is considered when users ask relevant questions. The free tools on this page help you verify that foundational technical signals are in place.
Learn More About AI Visibility
For deeper guidance on concepts and implementation, see these guides: