Research Field notes

What happens in the ninety seconds after you paste an address

A step-by-step walk through how Mareto turns a street address into a complete, on-brand pre-listing package — and the three places we deliberately slow down.

6 min read

The demo is short enough that people assume it's staged: paste a street address, wait about a minute and a half, and a full pre-listing package is sitting there — a listing website, a brochure laid out for print, a set of social posts, and a client workspace the seller can open on their phone.

It isn't staged, but it also isn't magic. Here's what's actually happening in that minute and a half, and — more interesting to us — the three places we deliberately choose not to go faster.

Step one: the address becomes a project

The first thing Mareto does with an address is create a workspace for it. Not a document, not a template — a project that will hold every asset, every conversation, and every number attached to that property until it closes.

This sounds like plumbing, and it is, but it's the decision the rest of the product depends on. Because the website, the brochure, and the posts are all children of one project, a price change or a new photo set updates in one place and propagates everywhere. There is no version of your listing living in someone's downloads folder, quietly out of date.

Step two: gathering what's publicly known

Next, Mareto assembles the raw material: the property's public details, neighbourhood context, nearby schools and amenities, and whatever you've already uploaded — photos, floor plans, the seller's notes.

Everything it finds is shown to you as a source, not asserted as fact. You'll see where a number came from, and anything the system is unsure about is flagged rather than smoothed over. Confident wrong numbers are worse than blanks in this business.

Deliberately slow #1: we don't auto-publish anything sourced from the web. Facts about a property are the agent's professional responsibility, so they land in a draft you review — never on a live page you haven't read.

Step three: the copy

Now the writing. Mareto drafts the headline, the property description, the neighbourhood section, the feature callouts, and the social captions — in your voice, if you've given it enough of your past listings to learn from, and in a clean neutral register if you haven't.

The rule we hold ourselves to is simple: no sentence that a good agent wouldn't sign. That means no "nestled," no "boasts," no paragraph of adjectives standing in for a fact. Specific beats florid. A line about the west-facing kitchen window at 6pm does more than three sentences of luxury vocabulary.

Fast usually means generic. The whole engineering problem is making the ninety-second version the one you'd have chosen anyway.

Step four: design, from your brand system

This is the step that takes the longest and matters most. Mareto doesn't pick a template — it applies your brand system: your typefaces, your palette, your spacing, your logo lockups, your print margins.

Every asset is generated from those tokens rather than from a fixed design, which is why a Mareto brochure and a Mareto listing site look like siblings instead of like two different vendors' work. It's also why an office of twenty-four agents can each ship their own listings and still produce one coherent brand.

Deliberately slow #2: typesetting print. We resolve line breaks, orphans, and image cropping properly before the PDF exists. A brochure that exports in three seconds and needs twenty minutes of fixing isn't fast.

Step five: the client's front door

Finally, Mareto assembles the client-facing side: a portal where the seller sees the assets you've chosen to share, can comment directly on a specific line or image, and can follow what's happening without a status-update phone call.

Nothing is visible to a client by default. Every asset starts private, and sharing is an explicit act. The most common piece of feedback we got early on was some version of "please make absolutely sure my seller can't see the draft," so the default became the strictest one.

Deliberately slow #3: the seller sees nothing until you share it. We could have made the portal populate automatically. We'd rather you press the button.

What you do with the other ninety seconds

The honest framing of all this is not "Mareto makes your marketing." It's that Mareto does the production work — the layout, the export, the resizing, the four places a price has to be updated — and hands you a complete draft to exercise judgment on.

The judgment is still the job. It's just no longer buried under two hours of file management at eleven at night.

Found an error, or have data that contradicts this? Write to research@mareto.ai — we correct in place and note the change.

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