AI enters Google's search engine

In 2019, Google added to its search engine an artificial intelligence model called BERT, designed to understand natural language. Until then, the search engine relied heavily on isolated keywords: it recognized terms, but struggled to grasp the full meaning of a phrase. With BERT, the search engine began to read queries the way a person reads them, taking into account context, word order, and even prepositions that used to slip by unnoticed.

It may sound like a distant technical detail, but for any business that depends on being found online, this change marked a before and after. The way people search became more conversational, more like how we speak. And that opened a concrete opportunity for Mexican small businesses: to stop chasing forced keywords and start communicating clearly what they truly offer.

What changed when the search engine «understood» language

Before, it was common to write rigid texts, packed with the same repeated words, hoping the search engine would recognize them. With the arrival of AI in search, that old tactic lost its meaning. The system now rewards content that answers a real intent well, not the one that repeats terms as if following a formula.

In practice, this means the search engine now understands things like:

• The intent behind the search: it distinguishes whether someone wants to buy, compare, or just get information.
• Long, conversational phrases: queries like «shop that repairs brakes near my office» are interpreted as a whole, not word by word.
• The context of your content: it values you explaining naturally, not saturating the text with keywords.
• Direct questions: more and more people search by typing or dictating whole questions.

When the search engine understands language, the business that explains itself clearly wins, not the one that memorizes tricks.

Why this is good for your small business

The good news is that this change favors honest, well-explained businesses. You no longer need to compete with artificial texts or pay for tricks that age poorly. If you describe precisely what you do, for whom, and in what area you operate, you’ve gained ground.

For a Mexican small business, this translates into something very direct: clear, useful content works in your favor. A text that answers your customers’ real questions —approximate prices, delivery times, coverage, warranties— connects better with how people search today. And that isn’t achieved with jargon, but by knowing your customer well.

From content to data: AI also enters your operation

The same leap the search engine made is available for your business behind the scenes. Just as AI learned to understand language, today it can help you interpret your own data: what your customers ask, which products are searched for most, at what point sales stall.

At Normandia Web we believe in custom software that keeps your data, processes, and history, instead of forcing you to start from scratch. The idea isn’t to set up a giant system all at once, but to start with something small you can measure: a module that organizes the information you already have and lets you make decisions with reliable information. AI is most useful when it rests on clean data and on a process you understand.

How to start taking advantage of it

If you want to make the most of this change without getting tangled up, here are some concrete steps:

• Review your texts with a customer’s eyes: do they answer what people really ask? Write the way you speak.
• Organize the frequent questions: gather the questions you’re asked most and answer them clearly on your site.
• Take care of your local information: make it clear where you operate, your hours, and how to contact you.
• Start small and measure: choose a section or a process, improve it, and observe the results before scaling.
• Lean on someone who knows your operation: a technology partner who understands your business helps make the technology work for you, and not you for it.

AI in search reminded us of something simple: communicating well always wins. And that same logic applies inside your company. If you’re interested in taking the step with a system built to fit you, at Normandia Web we’re here to support you.