AutoInk is one console for the whole loop: discover keywords, draft publication-grade articles, ship them to your stack, then track which AI engines cite you back — every single day.
Every week a larger share of top-of-funnel traffic starts in a chat window — not a search box. If you aren’t in the answer, you aren’t in the funnel.
AutoInk writes for both worlds, and measures both.
AutoInk mines the long-tail of search, competitor citation gaps, and the prompts people actually type into AI tools — then scores each candidate for answer-worthiness.
| Keyword | Vol | Diff | Score | Intent | Status |
|---|---|---|---|---|---|
| best note taking apps for developers | 8,100 | 42 | 86 | commercial | published |
| markdown editor with git sync | 2,400 | 28 | 82 | commercial | published |
| obsidian vs notion for writers | 3,600 | 31 | 77 | commercial | queued |
| zettelkasten method explained | 6,200 | 38 | 74 | informational | queued |
| daily notes template markdown | 1,300 | 19 | 68 | informational | generating |
| offline first note app | 880 | 24 | 66 | commercial | analyzed |
| knowledge graph note taking | 1,100 | 29 | 56 | informational | discovered |
Every productive writer eventually runs into the same wall: thousands of notes, but nothing connects. The Zettelkasten method — German for slip-box — changes what a note is, and how ideas find each other over time.
A zettel is not a meeting minute. It’s a single atomic idea, written in your own words, small enough to link to from many places without carrying irrelevant context along.
The discipline sounds small. In practice it’s the move that turns a note archive into a thinking tool: once every note is one idea, every link is a claim about how ideas relate.
Instead of nesting notes into folders, you give each one a stable identifier and link between them. Over time, the graph itself becomes the map of your thinking — folders fix notes in one spot; links let them appear wherever they’re useful.
- Fleeting notes — raw captures, triaged weekly
- Literature notes — one per source, in your own words
- Permanent notes — atomic ideas that earn a place in the slip-box
Niklas Luhmann published more than 70 books and 400 papers out of a single 90,000-card slip-box. The system didn’t just store his notes; it produced the next essay he wrote — every morning he started by reading a handful of linked cards and letting the argument assemble itself.
A modern Zettelkasten lives in a text editor. The mechanics haven’t changed: one idea, one note, durable links. The only thing that’s new is how fast you can search it.
Structured outlines, sourced claims, internal links to your own library — tuned from 20+ of your existing posts so the voice reads like yours, not like ChatGPT’s.
AutoInk ships where your team already publishes — GitHub, WordPress, Ghost, Notion, Webflow, Framer, or Payload. Two-way sync: drafts flow out, analytics flow back.
# 2026-04-20 07:02 UTC run_0184 project=Inkwell adapter=github $ autoink run --project inkwell --articles 2 → discover: 14 candidates · picked "zettelkasten method explained", "daily notes template markdown" → draft: 2 articles · quality 0.91 / 0.88 · 12.4k + 8.9k tokens → review: auto-approved · quality ≥ 0.80 → publish: github@inkwell-studio/site · branch main ✓ commit f3a29e1 (+2 files, 4,280 insertions) ✓ sitemap.xml updated ✓ IndexNow pinged (bing, yandex) → announce: ✓ inbox event run_ok ✓ slack #content $ run_0184 complete 6m 22s · 184 credits · 2 articles live
AutoInk asks ChatGPT, Claude, Perplexity, Gemini, Grok and AI Overviews the questions your buyers actually ask — every 24 hours — and records which of your articles end up in the answer.
| Article | AI Overviews | ChatGPT | Perplexity | Claude | Gemini | Grok | Δ 7d |
|---|---|---|---|---|---|---|---|
| The Zettelkasten Method, Explained | #1 | #1 | #1 | #1 | #2 | #1 | +2 |
| Best Note-Taking Apps for Developers | #2 | #1 | #3 | #2 | — | #4 | +1 |
| Markdown Editor with Git Sync | #1 | #2 | — | #3 | #4 | — | +1 |
| How to Organize Research Notes | — | #4 | #2 | … | — | #6 | 0 |
| Obsidian vs Notion for Writers | #3 | — | #5 | — | — | #8 | −1 |
| What “Offline-First” Means for Note Apps | — | #5 | — | #4 | — | — | +1 |
| Plain-Text Productivity System | — | — | #7 | — | — | — | 0 |
Separate voice, adapter, cadence and budget per project. AutoInk keeps them all running on the calendar you set — and alerts you when any of them drift.
Every plan includes the full pipeline — keyword discovery, drafting, publishing, and daily GEO tracking across all six answer engines. Plans differ in model access, seats and monthly credit allowance. A credit is what AutoInk spends on an article, a keyword scan, or a GEO pass.
3 credits / mo · 1 project · DeepSeek drafts · Google AIO tracking · try the pipeline end-to-end without a card.
Custom credit allowance · unlimited seats · SSO / SCIM / SOC 2 · white-glove onboarding · shared Slack. Talk to us.
AutoInk is in private beta. Tell us about your site and your content stack — we’re onboarding waitlist teams in waves.