MAP
Audit, support, applications.
Forward Deployed Engineer
The embedded engineer
We don’t hand over a tool from the outside. We come into the company, learn how it runs from within, then build the AI tools it lacks — exactly where it lacks them.
What you get: AI workflows running in production, on the problems that cost you the most time and money.
TalkCome in
We spend time inside the company, with the teams, on the tools they use every day.
Understand
We map what repeats, what blocks, and what gets re-keyed by hand.
Build
Assistants, automations, agents wired to your data: cut for your business, not for your industry.
Deliver
The workflow runs in production. Your teams take it over. We keep adjusting until it stands on its own.
Our tools, put at their disposal
Mobile app · Android
FIT4ALL
FIT4ALL is the app of a mobile entrepreneur: calorie and macro tracking, strength sessions, GPS cardio, challenges between friends. We opened our tools to them — design, Android development — then built their revenue model: the ad network, the subscription that sells precisely the absence of ads, and the consent without which, in Europe, the revenue collapses.
Request an introductionSaaS · Trend detection
MOVAZI
MOVAZI watches before it produces. Its APIs poll the platforms continuously and pick up what is going viral — topic, format, hook, length; the engine then builds the video that answers that signal and publishes it. Production no longer guesses: it follows measured demand, and every release informs the next. What took hours of monitoring and editing now fits in a scheduled job.
Request an introductionSearch visibility
Sports club · El Jadida · Opening October 2026
Found before the doors open
MAZ CLUB is one of the companies whose site we built. Its search visibility is a separate piece of work, done without touching a single line of what the client considered finished: everything is added, tagged, and comes off in one command. Six months before opening, the club can already be read — by search engines, and by the assistants that answer in their place.
A graph, not a set of tags
The organisation, the sports venue and the website are three entities linked to one another by identifier — not three labels sitting side by side. A title and a description of its own for every page, a share image drawn for each. Validated without a single error.
A machine can answer for you
The nine activities are declared with their price, their duration, the club’s opening hours, its area and its booking action. “How much is padel, and when does it open” finds its answer without anyone opening the site.
The assistants are invited in
The AI crawlers — OpenAI’s, Perplexity’s, Claude’s, Google’s extended one — are allowed on purpose, while most sites either ignore them or shut them out. The link scrapers stay outside. It is a decision, not an oversight.
The real questions, marked up
Eight questions customers actually ask are declared as such, and every article in the journal carries its own article markup. These are the formats search engines display in full, and the ones assistants quote.
Measurement, in place before the account
Booking click with the chosen activity, phone call, WhatsApp, reading depth: the layer is already in place and waiting. The day the analytics account exists, one line remains to be filled in — not a site to reopen.
The domain, moved without loss
The club lived at its host’s address; it moved to its own: canonical addresses, sitemap and graph shifted in a single command, with the old address pointing at the new one. Google consolidates instead of starting over.
The search visibility of a place that has not opened yet is not judged on rankings: it is judged on what a search engine — and today an assistant — can already understand about the club. The rest comes in order: business listing, measurement, search console, advertising last. MAZ CLUB will also be the first proving ground for MAX.
Let’s talk about what wastes your time.
07 16 62 56 08 contact@mmzmedia.comTHE STRUGGLE CONTINUES