{
  "version": "1.0",
  "name": "Markdown Studio FAQs",
  "url": "https://mdstudio.app/",
  "totalCount": 46,
  "lastUpdated": "2026-02-22",
  "topics": [
    "Token Counting",
    "Prompt Templates",
    "Markdown Syntax",
    "Mermaid Diagrams",
    "Advanced Parameters",
    "PDF Export",
    "HTML Export",
    "JSON Export"
  ],
  "faqs": [
    {
      "topic": "Token Counting",
      "question": "What is a token in AI/LLM context?",
      "answer": "A token is the basic unit of text that AI models process. It can be a word, part of a word, or punctuation. For example, 'running' is one token, but 'unbelievable' might be split into multiple tokens depending on the tokenizer.",
      "pageUrl": "https://mdstudio.app/ai-markdown-token-counter"
    },
    {
      "topic": "Token Counting",
      "question": "Why do different models have different token counts?",
      "answer": "Each AI model uses its own tokenizer with different rules. GPT-4 uses tiktoken (cl100k_base), Claude uses its own tokenizer, and Gemini uses SentencePiece. The same text produces different token counts across models.",
      "pageUrl": "https://mdstudio.app/ai-markdown-token-counter"
    },
    {
      "topic": "Token Counting",
      "question": "How accurate is this token counter?",
      "answer": "Our token counter uses the same tokenizers as the actual AI models (tiktoken for GPT, custom for Claude, etc.), so the counts are highly accurate — typically within 5-10% of actual counts.",
      "pageUrl": "https://mdstudio.app/ai-markdown-token-counter"
    },
    {
      "topic": "Token Counting",
      "question": "Is this token counter free?",
      "answer": "Yes! Completely free with no limits, no signup required, and no hidden costs. Count tokens for unlimited documents forever.",
      "pageUrl": "https://mdstudio.app/ai-markdown-token-counter"
    },
    {
      "topic": "Prompt Templates",
      "question": "Why use markdown for AI prompts?",
      "answer": "Markdown provides clear structure that AI models understand well. Headers organize sections, code blocks preserve formatting, and lists create clear hierarchies that improve prompt quality.",
      "pageUrl": "https://mdstudio.app/llm-prompt-templates-markdown"
    },
    {
      "topic": "Prompt Templates",
      "question": "Do these templates work with all AI models?",
      "answer": "Yes! These templates are designed to work with GPT-4, Claude, Gemini, Llama, and other major LLMs. The markdown format is universally understood by all models.",
      "pageUrl": "https://mdstudio.app/llm-prompt-templates-markdown"
    },
    {
      "topic": "Prompt Templates",
      "question": "How do I customize a template?",
      "answer": "Copy any template into the editor, then use the Variable Fill Panel to populate all {{variable}} placeholders with your specific content. Click any variable to edit inline.",
      "pageUrl": "https://mdstudio.app/llm-prompt-templates-markdown"
    },
    {
      "topic": "Markdown Syntax",
      "question": "What's the difference between Markdown and HTML?",
      "answer": "Markdown is designed to be readable as plain text and converts to HTML. It's much simpler than HTML but less powerful. Most markdown parsers also allow inline HTML for advanced formatting.",
      "pageUrl": "https://mdstudio.app/markdown-syntax-guide"
    },
    {
      "topic": "Markdown Syntax",
      "question": "Why doesn't my markdown render correctly?",
      "answer": "Common issues include missing blank lines before/after elements, incorrect indentation for nested lists, or using syntax from a different markdown flavor. The live preview helps catch these instantly.",
      "pageUrl": "https://mdstudio.app/markdown-syntax-guide"
    },
    {
      "topic": "Markdown Syntax",
      "question": "Can I use markdown for academic writing?",
      "answer": "Yes! With LaTeX math support and proper citation management, markdown is increasingly used for academic papers. Tools like Pandoc can convert markdown to PDF with proper formatting.",
      "pageUrl": "https://mdstudio.app/markdown-syntax-guide"
    },
    {
      "topic": "Markdown Syntax",
      "question": "How do I create complex tables?",
      "answer": "Use the built-in Table Builder for visual table creation, or write GFM table syntax directly. For complex layouts with merged cells, you can use inline HTML within your markdown.",
      "pageUrl": "https://mdstudio.app/markdown-syntax-guide"
    },
    {
      "topic": "Mermaid Diagrams",
      "question": "Is Mermaid syntax hard to learn?",
      "answer": "Mermaid uses intuitive, human-readable syntax. Most users can create basic flowcharts within minutes. The syntax is consistent across diagram types, so learning one makes others easier.",
      "pageUrl": "https://mdstudio.app/mermaid-diagram-editor"
    },
    {
      "topic": "Mermaid Diagrams",
      "question": "Can I style my Mermaid diagrams?",
      "answer": "Yes! Mermaid supports custom styling through theme configuration and inline styles. You can change colors, fonts, and shapes to match your documentation style.",
      "pageUrl": "https://mdstudio.app/mermaid-diagram-editor"
    },
    {
      "topic": "Mermaid Diagrams",
      "question": "Do diagrams export to PDF?",
      "answer": "Yes. When you export your markdown document to PDF, all Mermaid diagrams are rendered as high-quality vector graphics that scale perfectly at any size.",
      "pageUrl": "https://mdstudio.app/mermaid-diagram-editor"
    },
    {
      "topic": "Mermaid Diagrams",
      "question": "Can I use Mermaid diagrams in GitHub?",
      "answer": "Yes! GitHub natively supports Mermaid in markdown files. Any diagrams you create in Markdown Studio will render correctly when pushed to GitHub.",
      "pageUrl": "https://mdstudio.app/mermaid-diagram-editor"
    },
    {
      "topic": "Advanced Parameters",
      "question": "Why can't I set max tokens to 100,000?",
      "answer": "Model and provider limits cap maximum output tokens. For very long output, split work across multiple requests.",
      "pageUrl": "https://mdstudio.app/advanced-parameters-guide"
    },
    {
      "topic": "Advanced Parameters",
      "question": "What's the difference between temperature and Top P?",
      "answer": "Both control randomness: temperature rescales probabilities; Top P truncates the distribution by cumulative mass. Use one or the other, not both.",
      "pageUrl": "https://mdstudio.app/advanced-parameters-guide"
    },
    {
      "topic": "Advanced Parameters",
      "question": "Do I always need a seed?",
      "answer": "No. Use seed when reproducibility is required, such as testing, debugging, or compliance workflows.",
      "pageUrl": "https://mdstudio.app/advanced-parameters-guide"
    },
    {
      "topic": "Advanced Parameters",
      "question": "Why can output change even with a seed?",
      "answer": "Model version changes, parameter drift, or input differences can all change outputs despite the same seed.",
      "pageUrl": "https://mdstudio.app/advanced-parameters-guide"
    },
    {
      "topic": "Advanced Parameters",
      "question": "What seed value should I use?",
      "answer": "Any integer works. The value does not improve quality; it only controls reproducibility across identical requests.",
      "pageUrl": "https://mdstudio.app/advanced-parameters-guide"
    },
    {
      "topic": "Advanced Parameters",
      "question": "Can I use higher max tokens for agent tasks?",
      "answer": "Yes, but monitor cost and latency. Test lower values first and increase only when needed.",
      "pageUrl": "https://mdstudio.app/advanced-parameters-guide"
    },
    {
      "topic": "Advanced Parameters",
      "question": "Which providers support deterministic execution?",
      "answer": "Support varies by model family and provider. Confirm current deterministic behavior in provider docs before production use.",
      "pageUrl": "https://mdstudio.app/advanced-parameters-guide"
    },
    {
      "topic": "PDF Export",
      "question": "Does the PDF preserve code syntax highlighting?",
      "answer": "Yes! We use highlight.js to maintain syntax highlighting for over 180 programming languages in the PDF export.",
      "pageUrl": "https://mdstudio.app/markdown-to-pdf-converter"
    },
    {
      "topic": "PDF Export",
      "question": "Are there any file size limits?",
      "answer": "No limits! Since conversion happens entirely in your browser, you can convert documents of any size.",
      "pageUrl": "https://mdstudio.app/markdown-to-pdf-converter"
    },
    {
      "topic": "PDF Export",
      "question": "Does it support images and tables?",
      "answer": "Yes. Images (including base64-encoded inline images), GitHub Flavored Markdown tables, and all standard formatting are preserved in the PDF.",
      "pageUrl": "https://mdstudio.app/markdown-to-pdf-converter"
    },
    {
      "topic": "PDF Export",
      "question": "Is my content uploaded to a server during PDF export?",
      "answer": "No. All conversion happens client-side in your browser. Your documents never leave your device, ensuring complete privacy.",
      "pageUrl": "https://mdstudio.app/markdown-to-pdf-converter"
    },
    {
      "topic": "PDF Export",
      "question": "Can I export Mermaid diagrams to PDF?",
      "answer": "Yes! Mermaid diagrams (flowcharts, sequence diagrams, Gantt charts, etc.) are fully supported and rendered as high-quality graphics.",
      "pageUrl": "https://mdstudio.app/markdown-to-pdf-converter"
    },
    {
      "topic": "PDF Export",
      "question": "What about LaTeX math equations?",
      "answer": "Math equations written in LaTeX syntax are rendered using KaTeX and preserved in the PDF as high-quality graphics.",
      "pageUrl": "https://mdstudio.app/markdown-to-pdf-converter"
    },
    {
      "topic": "PDF Export",
      "question": "Is the PDF format customizable?",
      "answer": "The PDF export uses optimized default styling that looks professional out of the box, matching the preview in the editor.",
      "pageUrl": "https://mdstudio.app/markdown-to-pdf-converter"
    },
    {
      "topic": "PDF Export",
      "question": "Do I need to install any software?",
      "answer": "No installation required. Markdown Studio runs entirely in your web browser — Chrome, Firefox, Safari, and Edge.",
      "pageUrl": "https://mdstudio.app/markdown-to-pdf-converter"
    },
    {
      "topic": "HTML Export",
      "question": "Is the generated HTML valid and semantic?",
      "answer": "Yes! We generate valid HTML5 with proper semantic elements (article, section, headers). The output passes W3C validation.",
      "pageUrl": "https://mdstudio.app/markdown-to-html-converter"
    },
    {
      "topic": "HTML Export",
      "question": "Does the HTML include CSS styling?",
      "answer": "Yes. The exported HTML includes embedded CSS in a style tag, making it a standalone file that looks great in any browser.",
      "pageUrl": "https://mdstudio.app/markdown-to-html-converter"
    },
    {
      "topic": "HTML Export",
      "question": "Can I use this HTML on my website?",
      "answer": "Absolutely! The generated HTML is perfect for blog posts, documentation pages, or any web content.",
      "pageUrl": "https://mdstudio.app/markdown-to-html-converter"
    },
    {
      "topic": "HTML Export",
      "question": "Is the HTML sanitized for security?",
      "answer": "Yes. We use DOMPurify to sanitize the HTML output, preventing XSS attacks while preserving all legitimate markdown features.",
      "pageUrl": "https://mdstudio.app/markdown-to-html-converter"
    },
    {
      "topic": "HTML Export",
      "question": "Does it preserve code syntax highlighting?",
      "answer": "Yes! Code blocks include proper syntax highlighting using highlight.js, with styles embedded for 180+ programming languages.",
      "pageUrl": "https://mdstudio.app/markdown-to-html-converter"
    },
    {
      "topic": "HTML Export",
      "question": "Can I export tables and images?",
      "answer": "Yes! GFM tables become proper HTML table elements, and images are preserved with alt text and responsive sizing.",
      "pageUrl": "https://mdstudio.app/markdown-to-html-converter"
    },
    {
      "topic": "HTML Export",
      "question": "What about email templates?",
      "answer": "The HTML export works great for email templates. Inline styles and clean markup ensure compatibility with most email clients.",
      "pageUrl": "https://mdstudio.app/markdown-to-html-converter"
    },
    {
      "topic": "HTML Export",
      "question": "Is my content uploaded anywhere during HTML export?",
      "answer": "No. All conversion happens client-side in your browser. Your content never leaves your device.",
      "pageUrl": "https://mdstudio.app/markdown-to-html-converter"
    },
    {
      "topic": "JSON Export",
      "question": "What is YAML frontmatter?",
      "answer": "Frontmatter is metadata at the top of a markdown file, enclosed in triple dashes (---). It uses YAML syntax to define key-value pairs like title, author, date, and tags.",
      "pageUrl": "https://mdstudio.app/markdown-to-json-converter"
    },
    {
      "topic": "JSON Export",
      "question": "How accurate is the token count estimation?",
      "answer": "Our token estimation algorithm is based on word-based counting with adjustments for different tokenizers. Typically accurate within 5-10%.",
      "pageUrl": "https://mdstudio.app/markdown-to-json-converter"
    },
    {
      "topic": "JSON Export",
      "question": "Can I use this for a headless CMS?",
      "answer": "Yes! The JSON format is perfect for headless CMSs like Contentful, Strapi, or custom solutions. The structured output makes it easy to store and query.",
      "pageUrl": "https://mdstudio.app/markdown-to-json-converter"
    },
    {
      "topic": "JSON Export",
      "question": "Does it handle nested frontmatter objects?",
      "answer": "Yes. Our YAML parser fully supports nested objects and arrays in frontmatter, which are preserved in the JSON output.",
      "pageUrl": "https://mdstudio.app/markdown-to-json-converter"
    },
    {
      "topic": "JSON Export",
      "question": "Is the JSON format customizable?",
      "answer": "The current format includes content and comprehensive metadata by default, optimized for most API and CMS use cases.",
      "pageUrl": "https://mdstudio.app/markdown-to-json-converter"
    },
    {
      "topic": "JSON Export",
      "question": "Can I process multiple files at once?",
      "answer": "Currently one file at a time, but you can use multi-tab editing to work with multiple markdown files and export each individually.",
      "pageUrl": "https://mdstudio.app/markdown-to-json-converter"
    },
    {
      "topic": "JSON Export",
      "question": "What if my markdown has no frontmatter?",
      "answer": "That's fine! The JSON will simply omit the frontmatter field. All other metadata (word count, token estimation, etc.) is still generated.",
      "pageUrl": "https://mdstudio.app/markdown-to-json-converter"
    },
    {
      "topic": "JSON Export",
      "question": "Is this suitable for API integration?",
      "answer": "Absolutely! The JSON format is API-friendly with predictable structure, proper typing, and all the metadata you need for downstream processing.",
      "pageUrl": "https://mdstudio.app/markdown-to-json-converter"
    }
  ]
}