Insights
Everything here comes from measured work: real client cases, tests we ran on ourselves, and the lessons in between. No invented statistics — that's the house rule.
Your next customer isn't googling you. They're asking an AI.
Something changed in how people find local businesses, and most owners haven't noticed. Instead of typing "accountant Montreal" into Google and scrolling ten blue…
We asked ChatGPT who to hire in Montreal. Our own name wasn't in the answer.
Here's a test we ran on ourselves, because honesty is the product. We put a real buyer's question to ChatGPT, Claude and Gemini: which agency should a Montreal business…
The rebuild that almost went live: how a "do not launch yet" saved Shaffer Capital's Google standing
Shaffer Capital, a Montreal commercial financing firm, had a brand-new website ready to replace their live one. It looked great. Our system said: do not launch…
The French half of your website is probably starving. Here's what we found on a real bilingual site.
Quebec businesses build bilingual websites, but the two languages almost never get equal care. On one real rebuild we reviewed, the English homepage carried a full story —…
We caught a fake Googlebot on a client's site. Here's how — and why your traffic logs lie to you.
While monitoring a client site's visitor log, we spotted what looked like great news: Googlebot, crawling page after page. Then we checked where it actually came from. Real…
Google ranks pages. AI recommends businesses. The difference decides who gets your next client.
Classic SEO and AI visibility (often called GEO — generative engine optimization) get confused because they share tools. But they answer different questions. Google's…
Five grades, one page: what a financial services firm's report card actually looked like
When a Montreal financial services firm asked us how their website was doing, we didn't send a forty-page audit. We sent one page: five letter grades, computed from recorded…
Structured data: the part of your website only machines can see
Underneath what visitors see, a website can carry a second layer written only for machines: structured data. It states, in a standard format, the facts of your business — name,…
Day one of a new website: telling Google and Bing it exists, instead of waiting to be found
When we put a new site live, we don't wait for search engines to stumble onto it. We ran this as a documented test on a fresh launch, and the sequence is worth sharing…
The question universe: the list of questions your buyers ask that your website never answers
Every business has a question universe: the full set of things real buyers ask before choosing someone like you. "Can I get financing with a two-year-old company?"…
Two businesses we measure already get named by AI assistants. Here's what their sites have in common.
Amid all the F grades we hand out on AI visibility, two of the sites we measure earn an A on "found by AI assistants" — a position they had built before we ever touched them: when their buyers' questions are put to the…
"We redesigned the site and traffic died": the four silent killers in every website migration
We hear versions of this story monthly: new website, proud launch, then leads quietly dry up. Nobody connects the two, because the site looks better than ever. Having measured…
Why we measure twice: the second measurement is the one you're paying for
Any agency can send you a report saying your website has problems. The report that matters arrives later, and most agencies never send it: the one showing what changed after the…
How Daniel Nataf built Be Preferred: it started with his first client, his father David
Be Preferred is Daniel Nataf's company. It started when his father, Montreal mortgage broker David Nataf, asked him to get his businesses named by AI assistants. The results held, and the method became the company.
Every claim in our articles gets checked against a source before you ever read it. Here's the machine that does it.
A confession about the content business: most marketing articles — increasingly written by AI — are full of claims nobody checked. Statistics with no source, "studies…