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.
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.
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.
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.
- 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
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 — Git, WordPress, Ghost, Payload, Notion, or a webhook of your own. 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 · $1.84 · 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.
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 — discovery, draft, publish, and GEO tracking across all six engines. Scale up only when your cadence does.
AutoInk is in private beta. Tell us about your site and your content stack — we’re onboarding waitlist teams in waves.