TL;DR — what's the quick answer?
- Convert screenshots, scans, PNGs, and JPGs into clean Markdown with AI OCR for Obsidian notes, RAG pipelines, and searchable archives.
- AI-powered PDF-to-Markdown preserves structure that copy-paste and plain text extraction lose.
- BlazeDocs free tier converts three PDFs per month — enough to test your workflow.
- Explore related guides below for RAG, Obsidian, Notion, and developer API workflows.
Images are documents too. A screenshot, phone scan, whiteboard photo, or handwritten note is often the only copy of useful information. Image to Markdown OCR turns that visual content into searchable text.
BlazeDocs now supports common image inputs including PNG, JPG, WebP, GIF, and AVIF for clean Markdown extraction.
Best image use cases
- Screenshots of docs, dashboards, receipts, forms, or web pages.
- Phone scans of book pages, contracts, lecture notes, or handouts.
- Whiteboards and workshop notes that need to become project knowledge.
- Historical scans and archive images that need searchable text.
Why convert images to Markdown first
Raw images are hard for knowledge tools to search, quote, and chunk. Markdown gives you a text layer that Obsidian can index and AI systems can retrieve without sending the original image through every prompt.
For RAG, the benefit is simple: image OCR happens once at ingestion, then the clean Markdown can be embedded, filtered, and cited like any other source document.
How to get cleaner OCR
- Use high-resolution images when possible.
- Crop out unrelated UI, browser chrome, and margins.
- Keep text upright and avoid heavy compression.
- Use screenshots for digital content and photos for physical pages.
Try image to Markdown conversion
Upload an image in the dashboardor use the API for automated OCR ingestion.
Where can you verify these claims?
We link primary sources and our own editorial benchmarks — not unsourced accuracy stats.
- PDF Parser Arena — BlazeDocs editorial scorecard (May 2026) on Markdown quality, tables, and RAG readiness.
- BlazeDocs API docs — REST conversion endpoint, auth, and integration examples for the claims about programmatic conversion.
- CommonMark spec — The Markdown specification behind the pipe tables and headings BlazeDocs emits.
Which related guides should you read next?
Continue exploring PDF to Markdown workflows, comparisons, and AI pipeline guides.
- All PDF to Markdown guides
- How to convert PDF to Markdown
- Complete PDF to Markdown guide
- Document to Markdown: One Ingestion Layer for AI and Obsidian
- PDF to HTML for AI Agents: Why Markdown Is Not Enough
- PDF vs Markdown: What Should Be Your System of Record?
- Best Alternatives to Adobe Acrobat for Text Extraction (2026)
What questions do people ask about this topic?
What is the best way to image to markdown ocr?
Convert screenshots, scans, PNGs, and JPGs into clean Markdown with AI OCR for Obsidian notes, RAG pipelines, and searchable archives. Start with an AI-powered converter that preserves headings, lists, and tables instead of copying raw PDF text.
Why use Markdown instead of raw PDF text?
Markdown keeps semantic structure—headings, lists, tables, and code blocks—in a format LLMs, static site generators, and note apps parse reliably.
How much does BlazeDocs cost to get started?
BlazeDocs offers a free tier (three conversions/month, first five pages each). Paid plans start at $9.99/month for higher volume and full-document conversion.
What file limits apply on the free tier?
Free accounts convert three PDFs per month with up to five pages per file and a 10MB upload limit—enough to test workflows before upgrading.