Google won’t comment on a potentially massive leak of its search algorithm documentation (2024)

Google’s search algorithm is perhaps the most consequential system on the internet, dictating what sites live and die and what content on the web looks like. But how exactly Google ranks websites has long been a mystery, pieced together by journalists, researchers, and people working in search engine optimization.

Now, an explosive leak that purports to show thousands of pages of internal documents appears to offer an unprecedented look under the hood of how Search works — and suggests that Google hasn’t been entirely truthful about it for years. So far, Google hasn’t responded to multiple requests for comment on the legitimacy of the documents.

Rand Fishkin, who worked in SEO for more than a decade, says a source shared 2,500 pages of documents with him with the hopes that reporting on the leak would counter the “lies” that Google employees had shared about how the search algorithm works. The documents outline Google’s search API and break down what information is available to employees, according to Fishkin.

The details shared by Fishkin are dense and technical, likely more legible to developers and SEO experts than the layperson. The contents of the leak are also not necessarily proof that Google uses the specific data and signals it mentions for search rankings. Rather, the leak outlines what data Google collects from webpages, sites, and searchers and offers indirect hints to SEO experts about what Google seems to care about, as SEO expert Mike King wrote in his overview of the documents.

The leaked documents touch on topics like what kind of data Google collects and uses, which sites Google elevates for sensitive topics like elections, how Google handles small websites, and more. Some information in the documents appears to be in conflict with public statements by Google representatives, according to Fishkin and King.

“‘Lied’ is harsh, but it’s the only accurate word to use here,” King writes. “While I don’t necessarily fault Google’s public representatives for protecting their proprietary information, I do take issue with their efforts to actively discredit people in the marketing, tech, and journalism worlds who have presented reproducible discoveries.”

Google has not responded to The Verge’s requests for comment regarding the documents, including a direct request to refute their legitimacy. Fishkin told The Verge in an email that the company has not disputed the veracity of the leak, but that an employee asked him to change some language in the post regarding how an event was characterized.

Google’s secretive search algorithm has birthed an entire industry of marketers who closely follow Google’s public guidance and execute it for millions of companies around the world. The pervasive, often annoying tactics have led to a general narrative that Google Search results are getting worse, crowded with junk that website operators feel required to produce to have their sites seen. In response to The Verge’s past reporting on the SEO-driven tactics, Google representatives often fall back to a familiar defense: that’s not what the Google guidelines say.

But some details in the leaked documents call into question the accuracy of Google’s public statements regarding how Search works.

One example cited by Fishkin and King is whether Google Chrome data is used in ranking at all. Google representatives have repeatedly indicated that it doesn’t use Chrome data to rank pages, but Chrome is specifically mentioned in sections about how websites appear in Search. In the screenshot below, which I captured as an example, the links appearing below the main vogue.com URL may be created in part using Chrome data, according to the documents.

Google won’t comment on a potentially massive leak of its search algorithm documentation (1)

Google won’t comment on a potentially massive leak of its search algorithm documentation (2)

Image: Google

Another question raised is what role, if any, E-E-A-T plays in ranking. E-E-A-T stands for experience, expertise, authoritativeness, and trustworthiness, a Google metric used to evaluate the quality of results. Google representatives have previously said E-E-A-T isn’t a ranking factor. Fishkin notes that he hasn’t found much in the documents mentioning E-E-A-T by name.

King, however, detailed how Google appears to collect author data from a page and has a field for whether an entity on the page is the author. A portion of the documents shared by King reads that the field was “mainly developed and tuned for news articles... but is also populated for other content (e.g., scientific articles).” Though this doesn’t confirm that bylines are an explicit ranking metric, it does show that Google is at least keeping track of this attribute. Google representatives have previously insisted that author bylines are something website owners should do for readers, not Google, because it doesn’t impact rankings.

Though the documents aren’t exactly a smoking gun, they provide a deep, unfiltered look at a tightly guarded black box system. The US government’s antitrust case against Google — which revolves around Search — has also led to internal documentation becoming public, offering further insights into how the company’s main product works.

Google’s general caginess on how Search works has led to websites looking the same as SEO marketers try to outsmart Google based on hints the company offers. Fishkin also calls out the publications credulously propping up Google’s public claims as truth without much further analysis.

“Historically, some of the search industry’s loudest voices and most prolific publishers have been happy to uncritically repeat Google’s public statements. They write headlines like ‘Google says XYZ is true,’ rather than ‘Google Claims XYZ; Evidence Suggests Otherwise,’” Fishkin writes. “Please, do better. If this leak and the DOJ trial can create just one change, I hope this is it.”

Google won’t comment on a potentially massive leak of its search algorithm documentation (2024)

FAQs

Is the Google algorithm secret? ›

Google's internal documents have been leaked on GitHub, revealing secret details about the company's search engine algorithms. The leaked documents contain data about factors influencing search results, which are key to digital marketing and search engine optimization efforts.

How complicated is Google search algorithm? ›

Google's search algorithm is a complex and constantly evolving system that involves several technologies and processes to determine the relevance and ranking of web pages in response to user search queries.

What is the most well known algorithm that Google has ever utilized? ›

Currently, PageRank is not the only algorithm used by Google to order search results, but it is the first algorithm that was used by the company, and it is the best known.

How Google interferes with its search algorithms and changes your results? ›

The internet giant uses blacklists, algorithm tweaks and an army of contractors to shape what you see. Every minute, an estimated 3.8 million queries are typed into Google, prompting its algorithms to spit out results for hotel rates or breast-cancer treatments or the latest news about President Trump.

How do I turn off Google algorithm? ›

Turn off trending searches from a mobile browser
  1. On your Android phone or tablet, open a browser like Chrome. or Firefox.
  2. Go to google.com.
  3. At the top right, tap your profile picture or initial.
  4. Tap More settings. Other settings.
  5. Turn off Autocomplete with trending searches.

Is Google search declining? ›

Data analysis of Google search performance

The data suggests that Google search may have shown a slight decline in performance over the past year. According to recent studies, the accuracy of search results has decreased by approximately 10% compared to previous years.

What is the best search algorithm in the world? ›

The binary search algorithm works on the principle of divide and conquer and it is considered the best searching algorithm because it's faster to run. Suppose the target element to be searched is 17 .

Who owns the Google Search algorithm? ›

Who owns the patent to Google's original search algorithm? To find the answer, we used Google's search algorithm, and the answer is Stanford University. According to Quara user Tom McFarlane, "The invention was made by Larry Page while he was a graduate student at Stanford University.

What is the Google algorithm update 2024? ›

The March 2024 Core Update Is Complete. Google recently announced that the March 2024 core update was completed on April 19, but did not actually announce its completion until a week later on April 26. In total, the update took 45 days to complete and caused tremendous volatility across the open web during its rollout.

What is the most valuable algorithm in the world? ›

The field of computer science is filled with countless algorithms, each with its unique contribution to the world of technology. However, there is one algorithm that stands above the rest, the Fast Fourier Transform (FFT).

What is the hummingbird algorithm? ›

Unlike previous search algorithms, which would focus on each individual word in the search query, "Hummingbird" considers the context of the different words together, with the goal that pages matching the meaning do better, rather than pages matching just a few words.

What was the most used search engine before Google? ›

Yahoo! Yahoo was one of the first major search engines on the internet, and during the period of 1998-2002, it was one of the most popular websites in the world. The company was founded in 1995 by Jerry Yang and David Filo, and it quickly grew to become a major player in the internet search market.

Why does Google block search results? ›

Google checks the pages that it indexes for malicious scripts or downloads, content violations, policy violations, and many other quality and legal issues that can affect users. When Google detects content that should be blocked, it can take the following actions: Hide search results silently.

How often does Google change search algorithm? ›

Most experts estimate that Google changes its search algorithm around 500 to 600 times each year. That's somewhere between once and twice each day. While most of these changes don't significantly change the SEO landscape, some updates are significant and may change the way we go about writing for SEO.

What controls Google Search results? ›

Beyond looking at keywords, our systems also analyze if content is relevant to a query in other ways. We also use aggregated and anonymized interaction data to assess whether search results are relevant to queries. We transform that data into signals that help our machine-learned systems better estimate relevance.

Does Google always tell you the truth? ›

This means that websites with high-quality content and reputable sources are more likely to appear at the top of search results. However, this doesn't mean that all information found on Google is accurate or truthful. It's important for users to critically evaluate the sources and information presented to them.

Is there a secret mode on Google? ›

Click the three dots “⋮” at the top right, then select “New incognito window.” Alternatively, use the shortcut Ctrl + Shift + N. All set — that's how you open Chrome in incognito mode on a Windows device. You should now see a new private window that displays the message “You've gone incognito.”

Who owns the Google algorithm? ›

Who owns the patent to Google's original search algorithm? To find the answer, we used Google's search algorithm, and the answer is Stanford University. According to Quara user Tom McFarlane, "The invention was made by Larry Page while he was a graduate student at Stanford University.

Does Google know everything we do? ›

Does Google know everything we do? Google doesn't know everything we do, but it collects data on our online activities through its services, depending on our usage and privacy settings.

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