Autopilot
A content operation that runs itself. Every week. Hands-off.
The engine researches new topics, schedules them on a real calendar, writes them with full research provenance, and publishes to your site - on a weekly cadence, either fully automatic or drafts for your approval.
One closed loop, no human required by default
How it works
It runs the whole cycle - and keeps you in control of it
It finds what to write
Every cycle it scans 15+ live sources plus the visibility gaps from your audit, then picks topics grounded in what is happening in your market right now - not an evergreen list from last year.
15+ live sources · refreshed every 6h
It schedules on a real calendar
You see the whole month at a glance: what is planned, what is being written, what is scheduled, and what has already published - the same calendar the engine writes to.
day caps · additive scheduling (never overwrites)
You choose the trust level
Full autopilot publishes on schedule. Review-first lands finished drafts for your one-click approval instead. Same engine, same quality - you decide how much runs without you.
auto-publish OR review mode
It stays inside guardrails
A monthly article cap and daily limits mean it never overspends or floods your site, and a circuit breaker halts the loop if it hits repeated errors - so a bad run stops itself.
monthly article cap · budget cap · circuit breaker
Inside your calendar
The whole month, in one honest view
Every article carries its state - planned, being written, awaiting your review, scheduled, or live. This is the real screen the engine writes to, not a mockup of one.
Planned
8
In production
3
Awaiting review
2
Published
21
A person is watching, not just a robot. We monitor every project - in practice around 99% uptime, and we catch issues before they reach your site. The safe default is review mode with caps; full auto-publish is a switch you turn on when you're ready, and it publishes as long as your CMS connection is live.
Why cadence
AI engines cite the sites that keep answering new questions
A steady weekly cadence is how you stay in the answer. Every new article is another question where your name can show up - another prompt where an AI assistant has a reason to reach for your page instead of a competitor's.
One big content push fades. A loop that ships every week, targeted at the questions you're currently invisible for, compounds - and Autopilot is what keeps that loop turning without it living on your to-do list.
What does Autopilot do?
It runs the whole content cycle every week: it researches new topics, schedules them on a real calendar, writes them with full research provenance and publishes them to your site.
Can I approve articles before they go live?
Yes. Review mode lands finished drafts for your one-click approval, and it is the safe default. Full auto-publish is a switch you turn on when you are ready.
Is there a limit on how much it publishes?
Yes. A monthly article cap and daily limits keep it from overspending or flooding your site, and a circuit breaker stops the loop if it hits repeated errors.
Where do the topics come from?
Every cycle scans more than 15 live sources plus the visibility gaps from your audit, then picks topics grounded in what is happening in your market right now.
Why publish every week?
AI engines cite the sites that keep answering new questions. Every new article is another question where your name can show up, and a steady loop aimed at the questions you are missing compounds over time.
From the blog
The latest from our content engine.
Original-data articles, case studies, and AEO research from our content engine - the same pipeline we run for clients.
The content-ops model that keeps AEO articles citable at scale
The score-create-measure loop is a three-stage content-ops framework that keeps AEO article citation rates stable at publishing volume. Stage one (Score) runs an AEO domain audit to identify MISS queries and weak citation criteria before any brief is written.
The weekly cadence that turns AEO tool alerts into citations
A weekly cadence works best: triage alerts on Monday (45 minutes, one named owner), publish content fixes by Wednesday, and re-measure on Friday. Teams that follow this rhythm consistently earn their first new AI citations within a median of 19 days.
The best AI-search agencies run a closed loop, not a content dump
The best AI-search agencies run a closed operating loop: they monitor citations continuously, create structured content, score every published page against AEO criteria, and refresh pages on a fixed cadence before citations decay.
Put your content on a loop that runs itself
Start with a free audit - it surfaces the questions where AI names a competitor instead of you. That's the backlog Autopilot works through, week after week. Named in AI answers in 100 days, or we work free until you are.