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Kiori vs Evernote
AI Knowledge Platform vs Classic Note-Taking App
The short version
Evernote deserves respect. It pioneered web clipping, OCR on images, and cross-device note sync before anyone else was thinking about it. After years of stagnation and ownership changes, it's been rebuilt under Bending Spoons with a faster interface and AI features.
Kiori is a modern knowledge platform I'm building from scratch. AI retrieval with citations, visual canvases, public sharing. Instead of collecting notes and hoping you'll find them later, it's designed to compound what you know over time.
Evernote captures. Kiori compounds.
Feature Comparison
| Feature | Kiori | Evernote |
|---|---|---|
| AI retrieval | Built-in — natural language Q&A with confidence scores and source citations | Evernote AI — note summaries, writing assistance, search enhancement |
| Search | Semantic search across all documents. Ask questions, get cited answers. | Full-text search with OCR. Strong for finding, weak for answering. |
| Editor | Block editor — 30+ block types, slash commands | Rich text editor — improved but still traditional |
| Visual mapping | Canvases with 14+ card types, drag-and-drop | None — notes live in notebooks and stacks |
| Web clipping | No native clipper | Best-in-class web clipper — Evernote's killer feature |
| Public sharing | Native public workspaces — visitors can ask AI questions | Share individual notes (limited, no AI for visitors) |
| Document import | 15+ formats with OCR | Drag-and-drop files into notes, OCR on images and PDFs |
| Knowledge compounding | Automatic re-indexing. Knowledge flywheel. | Static notebooks. Manual organization. Notes accumulate. |
When to choose Evernote
- •Web clipping is central to your workflow and you need the best clipper on the market
- •You want native mobile apps with offline access and document scanning
- •You already have years of notes in Evernote and the migration cost is high
- •You need handwriting recognition and built-in document scanning
- •You primarily collect and organize information rather than query it
- •You want a straightforward notebook/note model without learning new paradigms
When to choose Kiori
- You want AI-powered retrieval that answers questions with cited sources, not just finds matching notes
- You want visual knowledge mapping with canvases, not just notebooks in a list
- You need to import and query across document types (PDFs, slides, spreadsheets) as a knowledge base
- You want to share knowledge publicly with AI search for visitors
- You collaborate with a team and need shared workspaces with real-time editing
- You care about EU data residency and privacy by default
- You want a system that compounds over time rather than accumulates into a digital junk drawer
- You want AI included in every plan without paying $15-18/month
The accumulation problem
Evernote's original promise was "remember everything." And it delivered. The problem is that remembering everything and finding what you need are two different things.
I had this exact problem. Years of clipped articles, meeting notes, ideas saved at 2am. Thousands of notes, and I'd still spend 10 minutes searching for something I knew was in there. The information existed, but the retrieval cost was too high. At some point, you stop searching and just start over.
That experience is a big part of why I built Kiori the way I did. The AI retrieval layer makes everything queryable from day one. Ask a question, get a cited answer. No manual tagging, no notebook archaeology, no "I know I saved this somewhere."
If your Evernote has become a place where information goes to die, that's the problem I set out to fix.