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How Google’s Search Engine Really Works (A Peek Under The Hood)

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how googles search engine really works a peek under the hood

Google’s search engine is technically complex.

There are hundreds (maybe even thousands) of different factors taken into account so that the search engine can figure out what should go where.

It’s like a mysterious black box, and very few people know exactly what’s inside.

However, the good news is that search engines are actually pretty easy to understand.

We may not know every single factor (out of a hundred or thousand), but we also don’t need to.

I’ll bring it down to the basics with a simple method to please Google, rank higher, and bring in more website traffic.

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I’ll also introduce some of the latest developments, like RankBrain, that help Google guess what you’re actually looking for (even if you don’t type it in).

First, I’m going to walk you through exactly how Google’s search engine really works so that you can see that it’s not as difficult to understand as you might think.

How Do Search Engines Crawl the Web?

Google’s first job is to ‘crawl’ the web with ‘spiders.’

These are little automated programs or bots that scour the net for any and all new information.

The spiders take notes on your website, from the titles you use to the text on each page to learn more about who you are, what you do, and who might be interested in finding you.

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how search engines work nutshell spiders

That may sound simplistic on the face of it.

Which is no small feat, considering there are more than 1.8 billion websites online today — with thousands of new sites popping up every day.

The first massive challenge is to locate new data, record what it’s about, and then store that information (with some accuracy) in a database.

Google’s next job is to figure out how to best match and display the information in its database when someone types in a search query. Scaling becomes a problem, though.

Google processes over 3.5 billion searches a day, and that number increases every year.

how google works number of searches done per day

That means the information in its database needs to be categorized correctly, rearranged, and displayed in less than a second after someone expects it.

Time is of the essence here, because speed wins, according to Marissa Mayer back when she worked for Google over a decade ago.

She reported when they were able to speed up Google Maps’ home page (by cutting down on its size), traffic leaped 10 percent within seven days and 25 percent just a few weeks later.

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Google won the search engine race because it’s able to:

  1. Find and record more information
  2. Deliver more accurate results
  3. Do both of those two tasks faster than any other search engine

One of the reasons Google is the front of the pack comes down to the accuracy of its results.

The information it displays is more likely to match what users are actually looking for.

Think about it this way.

When you type something into Google, you’re expecting something. It might be a simple answer, like the weather in your city, or maybe a little more complex, like “how does Google’s search engine really work?”

Google’s results, compared to other search engines, tend to answer those queries better. The information was the best of the best.

This breakthrough came from an initial theory Google’s co-founders actually worked on in college.

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Why Do Links Matter to Google?

Google’s co-founders were still at Stanford in 1998 when they released a paper entitled “The PageRank Citation Ranking: Bringing Order to the Web.”

Check it out — you can read the whole thing right here!

how google words why links matter paper

The PageRank breakthrough was simple.

Academic papers were often ‘ranked’ by the number of citations a paper received. The more they received, the more authoritative they were considered on that topic.

Google co-founders, Larry Page and Sergey Brin, wanted to apply the same ‘grading’ system to the web’s information. They used backlinks as a proxy for votes. The more links a page received, the more authoritative it was perceived on that particular topic.

links are votes how google works

Of course, they didn’t just look at the number of links. They also factored in quality by considering who was doing the linking.

If you received two links, for example, from two different websites, the one with the more authority on a topic would be worth more.

They also considered relevance to better gauge the ‘quality’ of a link.

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For example, if your website talks about “dog food,” links from other pages or sites that talk about things related to “dogs” or “dog food” would be worth more than one talking about “truck tires.”

External links (links from other sites) are also more valuable than internal links (links to different pages on your own site.)

how google works external vs internal links.

Before we go any further, please understand these concepts are over two decades all.

PageRank may have mattered years ago, but it’s evolved tremendously since then. So don’t worry about it explicitly today.

One of the reasons is because of newer algorithm developments, including RankBrain.

What is ‘RankBrain’ and How Does It Work?

RankBrain was first acknowledged in 2015 by Google engineer Greg Corrado:

RankBrain has become the third-most important signal contributing to the result of a search query.

Google’s been working on this technology for years to help the search engine handle the massive increases in volume without losing accuracy.

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The RankBrain secret sauce is that it uses artificial intelligence to continually learn how to improve.

rankbrain diagram how google works

So the more it processes new information or new search queries for users, it actually gets more accurate.

For example, in 2010, Google’s algorithm “might have up to 10,000 variations or sub-signals,” according to Search Engine Land. That’s a lot!

As you can imagine, somehow managing all of those on the fly would be incredibly difficult (if not impossible).

That’s where RankBrain comes in.

Generally, the two most important ranking factors are:

  1. Links (and citations)
  2. Words (content and queries)

Note: this changes over time, and these aren’t the only factors that matter. Speed plays a major factor in Google ranking, as do Core Web Vitals.

RankBrain, however, is still a main component. It helps analyze or understand the connections between those links and content so Google can understand the context behind what someone’s asking. This is often called semantic search.

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rankbrain semantic search difficulty 1

For example, let’s say you type in the word “engineer salaries.”

Now think about that for a moment. What type of engineer salaries are you looking for?

It could be “civil,” “electrical,” “mechanical,” or even “software.”

That’s why Google needs to use several different factors to figure out exactly what you’re asking for.

Let’s say the following events played out over the past few years:

  • You’re getting a degree in computer science.
  • Your IP address puts you on the campus of Stanford University.
  • You follow tech journalists on Twitter.
  • You read TechCrunch almost every single day.
  • You Googled “software engineer jobs” last week.

Google’s able to piece all of these random bits of data together. It’s like a bunch of puzzle pieces suddenly coming together.

So now Google knows what type of “engineer salaries” to show you, even though you never explicitly asked for “software engineer salaries.”

That’s also how Google is now answering your questions before you even ask them.

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For example, do a generic search right now for anything, like “pizza.”

Now, what do you see?

how google words SERP example

You see the typical ad spaces up at the top.

However, the local results below the ads are assuming that you’re asking “where to get pizza.”

The Knowledge Graph on the far right-hand side is serving up almost every fact and figure about pizza imaginable.

RankBrain process and filters all this data to give you answers before you even ask them.

Change your search up a little (like this one for “pizza hut”) and the search engine result page (SERP) changes with new information.

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how google works pizza search

Now you know how Google’s search engine really works.

While you don’t need to be an expert, understanding the basics like this can help you better figure out how to give your prospects exactly what they want (so you get better rankings and more traffic).

Here are a few of the big things to keep an eye on.

How to Rank Higher in Google: Solve People’s Problems

People type searches into Google to get an answer to whatever question they’re facing.

If they’re looking for an answer, it means they have a question.

If they have a question, it means they have a problem.

So your primary job is to solve someone’s problem.

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In theory, it’s really that simple. If you solve someone’s problem better than anyone else, you’ll get better rankings and more traffic.

Let’s take a look at a few examples so you can see how this works in real life.

Someone comes home from a long day at work. All they’re looking forward to doing is grabbing something to eat fast and hanging out with their family or watching a new show on Netflix.

Before they’re able to throw a meal together, they try to run the kitchen sink and discover that it’s clogged.

Bummer.

It’s already getting late, though, so they don’t want to call a plumber. Instead, they head over to Google and start typing in “how to unclog drain” as their search query.

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Then here’s what they see:

how google works SERP example for how to uncolog a sink.

See?!

Way up at the top is an ad for a plumber (just in case you want to call in a professional).

Next up is an Instant Answer box that contains step-by-step instructions that Google believes has helped other people. So you might already be able to fix your sink without ever leaving this page!

Below that are related questions that other people commonly ask (along with their answers).

So all of this begs the question: How do you create something that can help solve a user’s problem?

I’ll answer that in one second, but here’s what you don’t do for the record:

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how google works example of keyword stuffing

“Keyword density” used to be an old-school tactic that was once relevant when Google’s algorithm was dumb and static. With RankBrain, Google has become a borderline genius.

So keyword stuffing like it’s 1999 will hurt you in the long run. As you can see, this is a terrible “answer” or “solution” to someone’s problem.

After saying that, there are a few places on a page that you want to pay special attention to.

For example, the Title Tag and Meta Description are used by Google to provide an official answer for what this page is about.

Those are the two elements that will also show up on a SERP when someone types in their query.

It only makes sense, then, that you should use the main topic in those areas so that everyone knows exactly what your page is discussing.

how google works title tag and meta description

Do you want to see where that text is getting pulled from?

Simply right-click on a website to view the source code. For example, my homepage looks something like this:

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where meta text is how google works

You can see the title tag and meta description at the top of the code.

I’m also using Yoast’s WordPress SEO plugin to help add these extra fields on the backside of WordPress.

That way, all you have to do is write out the specific title and description in plain text (as opposed to getting your hands dirty with code).

Otherwise, the actual page content should be written for humans (as opposed to keyword stuffing to tricks or fool the search engines).

Instead, here’s how your page content should look:

how google works example of good content

I wrote an in-depth response to help someone figure out a solution to a complex problem (keyword research).

Even though it’s a complex subject, I was trying to give them a simple, step-by-step solution so they could fix that problem ASAP.

Google even takes website usage data into account now to determine how helpful your content is.

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For example, let’s say that someone clicks on your website from Google and is turned off by the poor design or hard-to-read content. So they ‘bounce back’ to Google immediately to find a different result.

That’s a bad sign! Google determines you weren’t a happy searcher. So maybe Google will try to find a few other results to swap out with that one to hopefully make everyone happy.

That’s why I also break up the paragraphs and include a lot of images. The goal is to help people quickly find what they’re looking for.

I want them to read the page faster and digest the information more easily so that they’ll stick around longer instead of bouncing away.

That’s the key to ranking well in search engines. Give the people what they want, keep them around or coming back for more, and Google will be happier as a result.

Let’s go back to our clogged drain example to see how this works in another context.

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how google works example.

Those are all pretty good results!

In each case, the person who crafted each page provided a detailed answer to a common problem.

Let’s zero in on that second SERP result, “7 Brilliant Ways to Unclog a Drain (Photos)” from Yahoo, to discover what they’re doing so well to hit number two on a big, popular search query like that.

how google works drain example

This seems like it might be a good result because it gives us multiple methods to try, along with photos so we can see exactly what’s happening.

Let’s click on that to see what they provide.

how google works good content example: include images and easy to read text

Pretty good overall!

It provides the user with good, quality content to help solve a problem. The better your content does that, the more links or ‘upvotes’ it will receive when other people find it useful, too.

Links and other citations or social signals help alert Google. They tell the search engine that your page is on the rise and to start paying attention to your website for these topics.

Your page will get better treatment, move up in the rankings, be exposed to more people, get more links or votes as a result, and continue that upward trend.

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That’s where the genius of Google’s process comes into play.

It makes people happy by giving them exactly what they’re looking for. When you do it right, it gives you compounding benefits that can take off all of a sudden, expanding your website traffic as a result.

How Google Search Engine Works: Conclusion

Google’s search engine is one of the most complex technologies in the world.

It crunches a mind-numbing amount of data at lightning speeds to give people exactly what they’re looking for in seconds.

When you boil it down to the basics, search engines are actually pretty easy to understand.

They want to help people find what they’re looking for.

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People use Google to find answers and solutions. They have something on their minds, and they want to find an answer that helps them clear the issue to move on with their day.

How Google finds and delivers that information is the building blocks of SEO, making it crucial to growing your business online.

Now that you know how Google works, how are you going to use this information?

See How My Agency Can Drive Massive Amounts of Traffic to Your Website

  • SEO – unlock massive amounts of SEO traffic. See real results.
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Exploring the Evolution of Language Translation: A Comparative Analysis of AI Chatbots and Google Translate

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A Comparative Analysis of AI Chatbots and Google Translate

According to an article on PCMag, while Google Translate makes translating sentences into over 100 languages easy, regular users acknowledge that there’s still room for improvement.

In theory, large language models (LLMs) such as ChatGPT are expected to bring about a new era in language translation. These models consume vast amounts of text-based training data and real-time feedback from users worldwide, enabling them to quickly learn to generate coherent, human-like sentences in a wide range of languages.

However, despite the anticipation that ChatGPT would revolutionize translation, previous experiences have shown that such expectations are often inaccurate, posing challenges for translation accuracy. To put these claims to the test, PCMag conducted a blind test, asking fluent speakers of eight non-English languages to evaluate the translation results from various AI services.

The test compared ChatGPT (both the free and paid versions) to Google Translate, as well as to other competing chatbots such as Microsoft Copilot and Google Gemini. The evaluation involved comparing the translation quality for two test paragraphs across different languages, including Polish, French, Korean, Spanish, Arabic, Tagalog, and Amharic.

In the first test conducted in June 2023, participants consistently favored AI chatbots over Google Translate. ChatGPT, Google Bard (now Gemini), and Microsoft Bing outperformed Google Translate, with ChatGPT receiving the highest praise. ChatGPT demonstrated superior performance in converting colloquialisms, while Google Translate often provided literal translations that lacked cultural nuance.

For instance, ChatGPT accurately translated colloquial expressions like “blow off steam,” whereas Google Translate produced more literal translations that failed to resonate across cultures. Participants appreciated ChatGPT’s ability to maintain consistent levels of formality and its consideration of gender options in translations.

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The success of AI chatbots like ChatGPT can be attributed to reinforcement learning with human feedback (RLHF), which allows these models to learn from human preferences and produce culturally appropriate translations, particularly for non-native speakers. However, it’s essential to note that while AI chatbots outperformed Google Translate, they still had limitations and occasional inaccuracies.

In a subsequent test, PCMag evaluated different versions of ChatGPT, including the free and paid versions, as well as language-specific AI agents from OpenAI’s GPTStore. The paid version of ChatGPT, known as ChatGPT Plus, consistently delivered the best translations across various languages. However, Google Translate also showed improvement, performing surprisingly well compared to previous tests.

Overall, while ChatGPT Plus emerged as the preferred choice for translation, Google Translate demonstrated notable improvement, challenging the notion that AI chatbots are always superior to traditional translation tools.


Source: https://www.pcmag.com/articles/google-translate-vs-chatgpt-which-is-the-best-language-translator

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Google Implements Stricter Guidelines for Mass Email Senders to Gmail Users

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Beginning in April, Gmail senders bombarding users with unwanted mass emails will encounter a surge in message rejections unless they comply with the freshly minted Gmail email sender protocols, Google cautions.

Fresh Guidelines for Dispatching Mass Emails to Gmail Inboxes In an elucidative piece featured on Forbes, it was highlighted that novel regulations are being ushered in to shield Gmail users from the deluge of unsolicited mass emails. Initially, there were reports surfacing about certain marketers receiving error notifications pertaining to messages dispatched to Gmail accounts. Nonetheless, a Google representative clarified that these specific errors, denoted as 550-5.7.56, weren’t novel but rather stemmed from existing authentication prerequisites.

Moreover, Google has verified that commencing from April, they will initiate “the rejection of a portion of non-compliant email traffic, progressively escalating the rejection rate over time.” Google elaborates that, for instance, if 75% of the traffic adheres to the new email sender authentication criteria, then a portion of the remaining non-conforming 25% will face rejection. The exact proportion remains undisclosed. Google does assert that the implementation of the new regulations will be executed in a “step-by-step fashion.”

This cautious and methodical strategy seems to have already kicked off, with transient errors affecting a “fraction of their non-compliant email traffic” coming into play this month. Additionally, Google stipulates that bulk senders will be granted until June 1 to integrate “one-click unsubscribe” in all commercial or promotional correspondence.

Exclusively Personal Gmail Accounts Subject to Rejection These alterations exclusively affect bulk emails dispatched to personal Gmail accounts. Entities sending out mass emails, specifically those transmitting a minimum of 5,000 messages daily to Gmail accounts, will be mandated to authenticate outgoing emails and “refrain from dispatching unsolicited emails.” The 5,000 message threshold is tabulated based on emails transmitted from the same principal domain, irrespective of the employment of subdomains. Once the threshold is met, the domain is categorized as a permanent bulk sender.

These guidelines do not extend to communications directed at Google Workspace accounts, although all senders, including those utilizing Google Workspace, are required to adhere to the updated criteria.

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Augmented Security and Enhanced Oversight for Gmail Users A Google spokesperson emphasized that these requisites are being rolled out to “fortify sender-side security and augment user control over inbox contents even further.” For the recipient, this translates to heightened trust in the authenticity of the email sender, thus mitigating the risk of falling prey to phishing attempts, a tactic frequently exploited by malevolent entities capitalizing on authentication vulnerabilities. “If anything,” the spokesperson concludes, “meeting these stipulations should facilitate senders in reaching their intended recipients more efficiently, with reduced risks of spoofing and hijacking by malicious actors.”

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Google’s Next-Gen AI Chatbot, Gemini, Faces Delays: What to Expect When It Finally Launches

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Google AI Chatbot Gemini

In an unexpected turn of events, Google has chosen to postpone the much-anticipated debut of its revolutionary generative AI model, Gemini. Initially poised to make waves this week, the unveiling has now been rescheduled for early next year, specifically in January.

Gemini is set to redefine the landscape of conversational AI, representing Google’s most potent endeavor in this domain to date. Positioned as a multimodal AI chatbot, Gemini boasts the capability to process diverse data types. This includes a unique proficiency in comprehending and generating text, images, and various content formats, even going so far as to create an entire website based on a combination of sketches and written descriptions.

Originally, Google had planned an elaborate series of launch events spanning California, New York, and Washington. Regrettably, these events have been canceled due to concerns about Gemini’s responsiveness to non-English prompts. According to anonymous sources cited by The Information, Google’s Chief Executive, Sundar Pichai, personally decided to postpone the launch, acknowledging the importance of global support as a key feature of Gemini’s capabilities.

Gemini is expected to surpass the renowned ChatGPT, powered by OpenAI’s GPT-4 model, and preliminary private tests have shown promising results. Fueled by significantly enhanced computing power, Gemini has outperformed GPT-4, particularly in FLOPS (Floating Point Operations Per Second), owing to its access to a multitude of high-end AI accelerators through the Google Cloud platform.

SemiAnalysis, a research firm affiliated with Substack Inc., expressed in an August blog post that Gemini appears poised to “blow OpenAI’s model out of the water.” The extensive compute power at Google’s disposal has evidently contributed to Gemini’s superior performance.

Google’s Vice President and Manager of Bard and Google Assistant, Sissie Hsiao, offered insights into Gemini’s capabilities, citing examples like generating novel images in response to specific requests, such as illustrating the steps to ice a three-layer cake.

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While Google’s current generative AI offering, Bard, has showcased noteworthy accomplishments, it has struggled to achieve the same level of consumer awareness as ChatGPT. Gemini, with its unparalleled capabilities, is expected to be a game-changer, demonstrating impressive multimodal functionalities never seen before.

During the initial announcement at Google’s I/O developer conference in May, the company emphasized Gemini’s multimodal prowess and its developer-friendly nature. An application programming interface (API) is under development, allowing developers to seamlessly integrate Gemini into third-party applications.

As the world awaits the delayed unveiling of Gemini, the stakes are high, with Google aiming to revolutionize the AI landscape and solidify its position as a leader in generative artificial intelligence. The postponed launch only adds to the anticipation surrounding Gemini’s eventual debut in the coming year.

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