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JustMarkdown vs DoughRise

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

JustMarkdown compared with DoughRise
DetailJustMarkdown logo JustMarkdownDoughRise logo DoughRise
What it doesConvert documents to clean Markdown, then read, annotate, and write in one workspace Baking intelligence platform with precision calculators, AI coach, and fermentation tools for home bakers
StageNot given Established
FoundedNot given 2019
Based inNot given GB
Pricing modelFreemium Freemium
PricingNot given Free tier with all 25 calculators; Pro from £9.99/month (annual pricing available); Coach plan pricing available; Bakery plan for commercial users. Annual plans offer approximately two months savings.
Key features
  • Convert 18+ document formats to Markdown including PDF, Word, Excel, EPUB, HTML, images, and audio
  • OCR text extraction from images and scanned PDFs
  • In-browser Markdown editing workspace for refining converted content
  • AI chat with document context for Q&A and extraction
  • MCP server integration for Claude, Cursor, and other AI agents
  • REST API and batch conversion for developers
  • Audio transcription to Markdown from MP3, WAV, M4A, FLAC
  • AI workflow library with 34 skills for extraction and analysis
  • 25 professional baking calculators covering hydration, fermentation, temperature, baker's percentages, and ingredient conversions
  • Live Ferment Timer with temperature-aware ready-at predictions
  • AI Baking Coach trained on bread and pizza science
  • Bake journal with photo logging and self-calibrating predictions
  • Proof Photo Check with AI image analysis for dough readiness
  • Sourdough starter tracker with health status monitoring
  • AI Troubleshooter that diagnoses baking issues from bake logs
  • Batch Consistency tracking with staggered production scheduling
  • Weekly personalized bake plans and ingredient substitution engine
  • Commercial Bakery suite with order management, scaling, and team accounts
What makes it different
  • Single workspace eliminates copy-pasting between reader, assistant, and notes applications
  • Exact, deterministic conversion engine that produces consistent output without AI rephrasing
  • No installation required; MCP server works anonymously with optional API key for higher limits
  • Preserves document structure including headings, tables, code blocks, and formatting
  • Free-to-start model with no signup required to try most converters
  • All 25 core calculators permanently free with no paywall on essentials
  • AI coach trained specifically on bread and pizza science, not generic pattern-matching
  • Precision tools grounded in real baker's mathematics and fermentation science
  • AI learns your specific kitchen and baking patterns to improve predictions over time
  • Built by a single obsessed London baker and developer, not venture-backed or a content farm
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)31 +1 (up) since last check4 no change since last check
Trust Flow (Majestic)1724
Citation Flow (Majestic)2524
Referring domains (Majestic)12140

4 details filled in for both companies.

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