For Amazon, Shopify and DTC brands doing $1–10M a year
Your AI operations department. Without hiring one.
We rebuild how your online brand works with AI: every role mapped, the busywork handed to AI, your team on the work that needs a person. 90 days, done with you.
- 8 years running a 15-person Amazon agency
- Best seller against Nike, Adidas and Puma
- Called one of the leading Amazon agencies in Germany by Amazon
Watch first: how it works, in 8 minutes
[Sales video — to be recorded]
Get recommended by ChatGPT
When shoppers ask ChatGPT what to buy, is your brand in the answer?
More and more shoppers ask ChatGPT, Gemini and Perplexity instead of Google, and those engines name three or four brands. We measure where your brand shows up across real shopper questions, find out why the AI names your competitors instead, and fix it on your site and on the sources the engines trust.
- 1
Free AI Visibility Check
Ten real shopper questions, four AI engines, your brand against your top competitors. Report in your inbox, no strings.
- 2
30-day AI Visibility Sprint
We fix what the check found: pages the engines can quote, structured data, and getting your brand onto the sites the AI cites. Re-measured at day 30, before and after.
- 3
Monthly monitoring
A new measurement every month, new pages, ongoing work on the sources, so you stay in the answers as the engines change.
Nobody can promise what an AI engine will say. What we promise is the work, and an honest before-and-after measurement. How AI visibility works · the do-it-yourself guide
Measured in
- ChatGPT
- Gemini
- Perplexity
- Google AI Mode
The problem
Your team loses days every week to work a machine should do.
Monday numbers, copied by hand
Seller Central, ads, stock, into a spreadsheet. Every week.
The same messages, again
Where's my order. Returns. Reviews that need a reply.
Products waiting for copy
New SKUs sit until someone writes the listing.
Invisible in ChatGPT
Shoppers ask AI what to buy. It names your competitor.
None of it is hard. It's just hours. And hours are the most expensive thing you have.
Hire more people, or give the work to AI.
The old way
A VA, an ops hire, an agency for every tool, an SEO retainer.
- $3,000–5,000 a month, before agencies
- People to hire, train and manage
- The work stops when they leave
The new way
AI connected to your data, following your rules, doing the repetitive work.
- Runs every day, nobody prompts anything
- A human approves anything that goes out
- You own the code and the accounts
Most brands use AI as a faster typewriter.
Emails, summaries, one report. Nothing about how the company runs changes. AI-first companies redesign the work itself: every role broken into tasks, each task deleted, simplified, handed to AI or kept human, all running on clean data. Same team, far more output. I estimate 2 people plus AI could do the work of my old 15-person team.
The Kokunari AI Operating System
Demand
getting found and chosen.
Content, ad creative, AI search visibility.
Sales
turning interest into orders.
Lead replies, follow-up, quotes, wholesale.
Delivery
serving the customer.
Customer messages, reviews, listings, returns.
Operations
running the company.
Reporting, finance, stock and reordering, admin.
Foundation
what the AI runs on.
One data layer for your shop, marketplace, ads and accounting, plus your written rules.
In 90 days we map every role, score each engine, cut what shouldn't exist, build the three workflows that matter most, and train your team.
What we build
Two examples from the engines:
Review & message monitor
New reviews and buyer messages sorted, a reply drafted, and nothing goes out until a human approves.
The Monday report
Four exports by hand, replaced by one page in your inbox at 07:00 every Monday.
AI search visibility
ChatGPT and Perplexity start naming your brand.
Listings, A+ and Brand Story
Drafted from a product brief, in your brand's voice.
Stock and reorder alerts
Warnings before you run out, purchase orders drafted.
Your own tool
The one thing no off-the-shelf software does for you.
How it works
90 days. Three workflows live. One report.
Week 1
Deep dive
Role by role, what AI can take over. You get a roadmap: the 3 workflows worth the most.
Day 7
First automation live
Running in your business, not on a slide.
Weeks 2–12
Build and train
Three workflows built, tested and live. Your team trained to run them.
Day 90
Results report
Hours saved, money impact, AI visibility before and after.
Four guarantees. The risk is on us.
Roadmap or refund
Not worth the fee after week 1? Full refund.
Live in 7 days
First automation not running by day 7? The next workflow is free.
10 hours a week
Less saved by day 90? We keep working for free until it is.
Named by AI
Still not named for one of 3 agreed questions? 60 more days of fixes, free.
Conditions are simple and written into the agreement: access within 2 days, baseline hours logged in week 1, agreed changes published.
Work with us
Five brands at a time. That's the whole point.
5 of 5 spots open
Next sprint starts 1 December- Spot 1Open
- Spot 2Open
- Spot 3Open
- Spot 4Open
- Spot 5Open
Private AI Partner
Your AI operations department for 90 days. Built and run by Mick, for 5 brands at a time.
- Deep dive and AI Ops Roadmap
- 3 custom workflows, built, tested and live
- One brand-specific tool, if you need one
- AI Visibility Check, fixes and tracking
- Team training, CLAUDE.md and skills
- Day-90 results report and all four guarantees
One 90-day sprint, five brands at a time.
We talk through your business first, then you get a fixed scope and price.
Book a call with MickAI Leverage Audit
Two weeks: every role mapped, a score per engine, your bottlenecks ranked, an AI-first org chart and a 90-day roadmap. Already included in Private AI Partner.
Book a callOne Workflow Build
One automation, built and live in 7 days, with a 30-day fix warranty. Built with Claude Code.
Book a callAI Ops Care
Monitoring and upkeep of everything we built, AI-visibility tracking, a monthly report.
Book a callFor you if
- Amazon, Shopify and DTC brands doing roughly $1–10M a year. Offline channels on top are fine.
- Your team or VAs do the same tasks every week
- You want results in money and hours, not an AI toy
Not for you if
- You haven't launched yet
- You want unlimited ad-hoc tasks
- The real problem is the product. AI won't fix that, and we'll tell you.
Who builds it
I'm Mick. I used to need fifteen people for this.
I started in banking. Then I built an Amazon agency in Germany and ran it for eight years. Fifteen people, and Amazon called it one of the leading Amazon agencies in Germany. We took a goalkeeper-gloves startup to Amazon best seller against Nike, Adidas and Puma.
When AI started doing more of the agency's work, we wound it down. Now I do that work with AI myself, and build it for five brands at a time. I know your business from the inside, so I build for how it actually runs.
Questions about AI visibility
What is GEO / AI visibility?
GEO (generative engine optimisation) means making sure AI assistants such as ChatGPT, Gemini, Perplexity and Google AI Mode name your brand when shoppers ask them what to buy. AI visibility is how often that actually happens, measured across real shopper questions.
How is it different from SEO?
SEO gets a page ranked in a list of links. GEO gets your brand named inside the answer itself. The engines build that answer from pages they can quote and from sources they trust, such as reviews, forums, comparison articles and marketplaces, so the work goes beyond your own website.
How do you measure it?
We ask each engine a fixed set of real shopper questions for your category, record which brands it names and which sources it cites, and compare you with your top competitors. The same questions are asked again later, so before and after are measured the same way.
How long until results?
Fixes on your own site can be picked up within a few weeks; changes on the sources the engines cite usually take longer. That's why the sprint is re-measured at day 30 and monitoring continues monthly. Nobody can promise what an AI engine will say, so we promise the work and an honest measurement.
Who is it for?
Amazon, Shopify and DTC brands doing roughly $1–10M a year, in categories where shoppers ask for a recommendation before they buy.