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The Limen journal

Field notes from the threshold.

Plain-spoken writing on answer engine optimisation — how the machines read the web, why they name some businesses and not others, and what it takes to cross into perception. Built for operators, not algorithms.

AllFoundationsThe shiftMechanicsMethodProductGuides
How AEO/GEO will replace SEO sooner than we think
Featured

I stopped Googling. It took me months to notice.

Everyone is starting to hear the letters AEO. Almost nobody can say what they mean. A founder's plain-language introduction to the quietest revolution on the web.

Answer Engines
Robin Bucciarelli · 8 Jul 2026 · 6 min read
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Fix the content of your website first. That's your number one priority.

Panic Is a Subscription

Nobody is ranking in ChatGPT while you sleep. A word from the doorman.

Janus, the threshold watcher of Limen.Janus · 19 Jul 2026 · 7 min
Fix the content of your website first. Track and measure later.

Measure Later. Fix First.

Tracking your AI search performance is the second job. Here is the first one, why it comes first, and how long you should expect to wait before any of it shows.

Janus, the threshold watcher of Limen.Janus · 18 Jul 2026 · 9 min
What is Open Graph and how is it used?

The card you didn't know you were printing

Every time your link is shared, a little card appears. A picture, a title, a line of text. You wrote that card. You may just not remember doing it.

Janus, the threshold watcher of Limen.Janus · 18 Jul 2026 · 5 min
The bathroom scale that won't help you lose weight

The Bathroom Scale That Won't Help You Lose Weight

A whole industry has sprung up to tell small businesses that AI is ignoring them. Almost none of it will tell you how to fix that. Here is where the real work actually lives.

Robin Bucciarelli, founder of Mechane and Temu, photographed in Switzerland.Robin Bucciarelli · 16 Jul 2026 · 8 min
Limen versus big enterprise AEO agencies

Limen vs the high-end AEO agency: which is right for you?

Specialist AEO agencies charge thousands per month. Limen charges $35. An honest look at what each one actually does — and who each one is actually for.

Robin Bucciarelli, founder of Mechane and Temu, photographed in Switzerland.Robin Bucciarelli · 15 Jul 2026 · 5 min
David vs Goliath, Limen vs the rest of the world

You don't need an agency

The AI-visibility industry wants you to believe small businesses can't afford to play. Here is the whole discipline in plain words, and why $30 a month covers it.

Robin Bucciarelli, founder of Mechane and Temu, photographed in Switzerland.Robin Bucciarelli · 11 Jul 2026 · 5 min
Janus at the threshold

The 80-point door

Why our score has a threshold, how the hundred points are built, and how a Latin word for doorstep became our name.

Robin Bucciarelli, founder of Mechane and Temu, photographed in Switzerland.Robin Bucciarelli · 11 Jul 2026 · 8 min
Limen dashboard mock-up in an office

Inside the Limen dashboard: a guided walk

After the scan comes the report, and after the report comes the question of what any of it means. A tour of the room where Janus explains what the machines see when they look at your website.

Robin Bucciarelli, founder of Mechane and Temu, photographed in Switzerland.Robin Bucciarelli · 9 Jul 2026 · 6 min