10 Actionable Insights from the Google Algorithm Leak

2024.06.24 04:25 PM By Joshua Taddeo, Principal Consultant
Image of Google colors in paint leaking down a wall.

The recent leak of Google's internal API documentation has sent shockwaves through the SEO community, offering unprecedented insights into the search giant's ranking algorithms. This treasure trove of information, comprising over 14,000 internal API references, has confirmed many long-held theories while revealing new factors that influence search rankings. As marketing consultants, we were especially interested in gaining as much insight as possible from the documentation and related analysis by industry-leading SEO experts. After reviewing multiple articles that break down the leak, we found one of the most clear articles to describe what these leaks mean for actions you should take. Using the breakdown written by Eric Lancheres in an article titled "Google Leak Reveals: How Google REALLY Works," this article explores ten key takeaways from the Google algorithm leak, providing actionable insights for SEO professionals, web admins, and content creators to optimize their online presence in light of this new (and yet familiar) information.

1. User Engagement Metrics Matter

The Google algorithm leak confirms that user engagement data, especially from Chrome browsers, is crucial in determining a page's quality and relevance. This revelation underscores the importance of creating a positive user experience that encourages longer site visits and deeper engagement.

Key Metrics Google Likely Considers:

  • Time on site: The duration users spend on your website
  • Bounce rate: The percentage of single-page visits
  • Click-through rates (CTR): How often users click on your search result
  • Pages per session: The number of pages viewed during a single visit
  • Scroll depth: How far users scroll down your pages
  • Return visits: How often users come back to your site


Google's emphasis on these metrics suggests that they view user behavior as a strong indicator of content quality and relevance. Pages that engage users are more likely to be seen as valuable and authoritative.

Action Items for User Engagement:

  • Conduct a content audit to identify and improve underperforming pages
  • Use heat mapping tools to understand user behavior on your site
  • Implement internal linking strategies to encourage users to explore more pages
  • Create compelling meta descriptions and title tags to improve CTR from search results
  • Optimize page load speed to reduce bounce rates
  • Use engaging multimedia elements like images, videos, and infographics to increase time on-site
  • Implement a content structure that encourages scrolling (e.g., using "bucket brigades" or compelling subheadings)
  • Develop a content calendar to ensure regular, fresh updates that bring users back

2. Topical Authority is Crucial

The leak reveals that Google assigns each site a primary category (TopPetacatTaxID) and rewards content that aligns with this central topic. This insight emphasizes the importance of building topical authority in your niche rather than trying to cover a broad range of unrelated issues. Topical authority refers to the depth and breadth of your content coverage within a specific subject area. Sites demonstrating expertise in a particular niche are likelier to rank well for related queries.

Key Aspects of Topical Authority:

  • Content depth: How thoroughly you cover individual topics
  • Content breadth: The range of related subtopics you address
  • Content quality: The accuracy, originality, and value of your information
  • Internal linking: How well you connect related pieces of content
  • External recognition: Backlinks and mentions from other authoritative sources in your niche
Image of a ladder going up a stack of 5 books.

Action Items for Topical Authority:

  • Conduct keyword research to identify your primary topic and related subtopics
  • Create a content pillar strategy, with comprehensive "pillar" pages covering broad topics and multiple "cluster" pages addressing specific subtopics
  • Develop a content calendar that ensures regular publication of in-depth, authoritative content in your niche
  • Implement a robust internal linking strategy to connect related pieces of content
  • Use schema markup to help search engines understand your content's topic and structure
  • Engage in strategic guest posting or collaborative content creation with other authorities in your niche
  • Monitor your site's topical relevance using tools like MarketMuse or Topic
  • Regularly update and expand your existing content to maintain its relevance and authority
  • Consider creating a glossary or knowledge base covering key terms and concepts in your niche
  • Engage with your audience through comments, forums, or Q&A sections to address their specific questions and concerns, further demonstrating your expertise

3. Link Quality Over Quantity

The Google algorithm leak confirms that link quality is far more important than quantity. Google uses a modified version of PageRank called PagerankNS, where NS stands for "Nearest Seed." This system evaluates link value based on how close the linking site is to trusted "seed" sites. Seed sites are likely authoritative domains like major educational institutions, government websites, and highly respected industry sources.


Link quality and relationship to the nearest seed significantly affect link-building strategies. Links from websites closer to these seed sites in the link graph carry more weight. A link from a highly authoritative source can be worth more than dozens of links from low-quality sites. Google has also become better at identifying and discounting artificial or low-value links.


Given these insights, SEO professionals should focus on relevance and authority when building links. Prioritize getting links from topically relevant websites relevant to your industry or niche. Aim for links from sites that are well-linked and respected within your field. Effective strategies include:


  • quality content partnerships,
  • guest posting on reputable sites, and
  • earning mentions in industry publications.


It's important to recognize that building high-quality links is a long-term approach. While it takes time and effort, the results are more sustainable. Quick-fix link-building schemes or buying links should be avoided, which can lead to penalties. Instead, focus on creating valuable content and building genuine relationships within your industry to earn high-quality, relevant links over time naturally.

Action Items for Link Quality:

  • Conduct a link audit to identify your current high-value backlinks.
  • Develop a strategy to earn links from authoritative sites in your industry.
  • Create linkable assets (comprehensive guides, original research, tools) that naturally attract high-quality links.
  • Engage in digital PR to earn mentions and links from respected media outlets.

4. Anchor Text Still Matters

The Google algorithm leak confirms that anchor text remains a crucial ranking factor despite some recent speculation in the SEO community. Google utilizes anchor text to comprehend the context and relevance of links, applying this to internal and external links, though they may carry different weights in the algorithm. The search engine examines the anchor text and the surrounding content, meaning the entire sentence or paragraph containing the link can influence how Google interprets its relevance.

Diversity in anchor text usage is crucial. Repeatedly using identical anchor text, particularly for external links, can appear unnatural and potentially trigger spam filters. It's advisable to use various anchor text types, including branded terms, naked URLs, exact match keywords, and partial match phrases. Google differentiates between anchor text used in internal links versus external links. Using relevant anchor text in your internal linking strategy can help establish topical authority within your site.

The algorithm likely favors anchor text that reads naturally within the content. Overly optimized anchor text, such as consistently using exact match keywords, may raise suspicions. By understanding and applying these insights, SEO professionals can create more effective linking strategies that align with Google's ranking factors while avoiding potential penalties. This approach to anchor text optimization should be part of a broader, holistic SEO strategy that focuses on providing value to users while adhering to search engine guidelines.

Action Items for Anchor Text:

  • Audit your internal linking structure and optimize anchor text for relevance and user experience.
  • When creating content, use varied and natural anchor text for internal links.
  • Aim for a diverse range of anchor texts from external sites in your link-building efforts.
  • Educate guest post contributors or partners about using natural, contextual anchor text when linking to your site.
  • Monitor your anchor text profile regularly to ensure a healthy mix and avoid over-optimization.

5. Content Quality is Assessed by AI

Image of an AI hand holding a block with icons weighing content quality.

The Google algorithm leak reveals that artificial intelligence plays a crucial role in evaluating content quality, with significant implications for content creators and SEO professionals. Google's AI assesses content through two primary metrics: Content Effort (contentEffort) and Originality Score (OriginalContentScore). For Content Effort, the AI estimates the work put into creating a piece by analyzing factors such as word count, depth of coverage, use of multimedia elements like images and videos, structure and formatting including headings and bullet points, citations to authoritative sources, and the complexity of language and ideas presented. The Originality Score involves:


  • checking for duplicate content across the internet,
  • analyzing the uniqueness of insights and perspectives offered,
  • evaluating the novelty of data or research presented, and
  • assessing the creativity in content presentation.


These revelations have vital implications for content creation strategies. Quality now clearly trumps quantity, as producing a high volume of low-effort content is unlikely to be effective. Content creators should invest time in gathering unique data and insights through in-depth research, incorporate expert opinions and interviews to add value, and use various content formats to enhance engagement and comprehensiveness.

Regular updates to keep content fresh and relevant are also crucial. 


This shift in content evaluation means that SEO professionals and content creators should focus on producing high-quality, original content that provides genuine value to users. Strategies should include conducting content audits to improve underperforming pages, developing a content creation process emphasizing thorough research and unique insights, investing in tools for creating high-quality multimedia content and implementing systems for regularly reviewing and updating existing content. While AI writing assistants can help with research and ideation, human oversight remains essential for ensuring quality and originality in the final product.

Action Items for Content Quality:

  • Conduct a content audit to identify and improve underperforming pages
  • Develop a content creation process that emphasizes thorough research and unique insights
  • Invest in tools and resources for creating high-quality multimedia content
  • Implement a system for regularly reviewing and updating existing content
  • Consider using AI writing assistants to help with research and ideation, but ensure human oversight for quality and originality
  • Fresh Content Receives a Boost

6. Fresh Content Receives a Boost

Image of a bright yellow typewriter with a yellow bulb hanging over it and a crumpled up piece of paper next to it.
The Google algorithm leak confirms the existence of a "FreshnessTwiddler" that gives preference to recently updated content, aligning with user expectations for current and relevant information. Google likely assesses freshness through various factors, including the publication date of new content, the date of the last significant update to existing content, the frequency of updates to a website overall, the relevance of updates to current events or trends, and user engagement with fresh content such as clicks and time on page. This multifaceted approach to evaluating content freshness ensures that Google can provide users with the most up-to-date and relevant information in search results.

Fresh content offers several significant benefits for websites and content creators. It can improve search rankings, as Google tends to favor recently updated pages for many queries, which, in turn, can result in increased click-through rates from search results, as users are more likely to click on content that appears current. Fresh content drives better user engagement and satisfaction, as visitors find value in up-to-date information. From a technical SEO perspective, regularly updated sites often enjoy more frequent crawling and indexing by search engines, ensuring new content is discovered and ranked quickly. Additionally, fresh content provides opportunities to target new and trending keywords, allowing websites to capitalize on emerging topics and search trends.

Website owners can employ several strategies to maintain content freshness and reap these benefits. Developing a content calendar is crucial for planning regular content updates and new publications, ensuring a steady stream of fresh material. Staying on top of industry developments through news and trend monitoring allows for the creation of timely, relevant content that addresses current user interests. Regularly refreshing existing content's statistics, examples, and case studies helps maintain its relevance and value over time. Encouraging user-generated content through comments and discussions can keep pages active and provide fresh perspectives. Finally, content repurposing – transforming existing content into new formats, such as turning a blog post into a video – can breathe new life into older material while catering to different user preferences. By implementing these strategies, websites can maintain a fresh and dynamic online presence that satisfies search engines and users, ultimately improving visibility and engagement.

Action Items for Content Freshness:

  • Implement a content audit system to identify outdated pages
  • Create a prioritized list of high-value pages for regular updates
  • Develop a process for incorporating new information and insights into existing content
  • Use tools to monitor trending topics and keywords in your industry
  • Experiment with different content formats to keep your site fresh and engaging
  • Consider implementing a "Last Updated" date on your content to signal freshness to both users and search engines

This is a Heading

The leaked documents confirm that mobile optimization is critical for ranking well in Google search results, providing detailed insights into how Google evaluates mobile-friendliness. Google has implemented specific penalties for sites that violate their mobile interstitial policies, which are pop-ups or overlays covering a page's main content. The leak reveals that Google measures the "adsDensityInterstitialViolationStrength," indicating how severely a page violates the mobile ads density and interstitial policy. Sites with intrusive interstitials that hinder content accessibility on mobile devices are likely to face penalties.

Mobile usability is another crucial factor, as evidenced by the "isSmartphoneOptimized" signal mentioned in the leak. This signal indicates whether a page renders well on smartphones, and poor mobile usability can lead to lower rankings, especially for mobile searches. While not explicitly mentioned in the leak, this information aligns with Google's mobile-first indexing approach, where the mobile version of a site is prioritized for indexing and ranking.

These revelations underscore the importance of ensuring fully optimized websites for mobile devices, including responsive design, fast loading speeds on mobile networks, and avoiding intrusive interstitials that could negatively impact the user experience. The leak also suggests that Google's emphasis on mobile optimization will continue growing, making it an essential consideration for any website looking to perform well in search results.

Action Items for Mobile Optimization:

  • Conduct a thorough mobile usability audit of your site using tools like Google's Mobile-Friendly Test and Mobile Usability Report in Search Console
  • Ensure your site uses a responsive design that adapts seamlessly to different screen sizes
  • Optimize page load speed for mobile devices, as this is a crucial factor in mobile user experience
  • Avoid using intrusive interstitials, especially on mobile devices - if you must use pop-ups, ensure they're easily dismissible and don't cover the main content
  • Make sure all vital content and functionalities are easily accessible on mobile devices without requiring complex interactions
  • Test your site on various mobile devices and browsers to ensure consistent performance and appearance
  • Entity Recognition Plays a Key Role

8. Entity Recognition Plays a Key Role

Image of hands typing on a laptop with web icons surrounding it.
The Google algorithm leak provides valuable insights into how the search engine understands and evaluates content, mainly through entity recognition and relationship analysis. Google employs advanced natural language processing to identify entities within content, including people, places, things, and concepts. The leak mentions specific features like "entityLabel" and "focusEntity," suggesting that Google identifies entities and determines their relative importance within a piece of content.

Furthermore, the documents refer to "entityRelations" and "semanticNode," indicating that Google analyzes the relationships between different entities within the content. This analysis goes beyond simple keyword matching, allowing Google to understand the context and topic of content more comprehensively. By mapping these entity relationships, Google can create a more nuanced understanding of the content's subject matter and its relevance to specific queries.

This sophisticated approach to content analysis enables Google to determine topical relevance better and match content to search intent more accurately. For content creators and SEO professionals, this insight underscores the importance of creating content that thoroughly covers a topic, including relevant entities and their relationships. It suggests that successful content should include target keywords and demonstrate a deep understanding of the subject matter by incorporating related concepts, people, places, and ideas in a natural and contextually appropriate manner.

To optimize content based on these insights, SEO professionals should focus on creating comprehensive, in-depth content that naturally incorporates a wide range of relevant entities and concepts. They should also pay attention to how these entities relate to each other within the content, ensuring that the relationships are logical and add value to the reader's understanding of the topic. By doing so, content creators can improve their chances of ranking well for relevant queries and providing the kind of rich, informative content that Google aims to surface for its users.

Action Items for Entity Recognition:

  • Use structured data markup (Schema.org) to explicitly define entities and their relationships within your content - this helps Google understand your content more accurately.
  • Focus on creating comprehensive, in-depth content that naturally incorporates a wide range of relevant entities and concepts
  • Use tools like Google's Natural Language API or third-party entity recognition tools to analyze your content and ensure you're covering important entities in your niche
  • Create content that explores the relationships between different entities in your field, as this can help establish topical authority
  • Build internal linking structures that reflect entity relationships, connecting related concepts across your site
  • When creating content, think beyond just keywords and focus on covering topics comprehensively, including related entities and concepts
  • Use semantic HTML elements (like <article>, <section>, <nav>) to provide additional context about the structure and meaning of your content

9. Site-Wide Quality Matters

The Google algorithm leak has revealed that the search engine employs multiple layers of quality assessments, including site-wide metrics like Normalized Site Rank (NSR). This comprehensive approach to evaluating website quality suggests that the performance of individual pages can significantly impact the overall site's ranking potential. In essence, Google is not just looking at each page in isolation but considering the quality of the entire website when determining search rankings.

This revelation underscores the importance of consistently maintaining high standards across your website. Low-quality or outdated pages can drag your site's overall performance, limiting the ranking potential of even your best content. Focusing solely on optimizing a handful of critical pages while neglecting others is no longer sufficient. Instead, website owners and SEO professionals must adopt a holistic approach to site quality, ensuring that every page contributes positively to the site's overall value proposition.

Normalized Site Rank implies that Google compares your site's quality metrics against industry standards or competitors. This analysis means that what constitutes "high quality" can vary depending on your niche and the overall quality of websites in your sector. It's crucial to improve your site in absolute terms and stay ahead of the curve in your specific industry.

Action Items for Site-Wide Quality:

  • Conduct regular site-wide audits to identify low-quality or outdated content
  • Develop a strategy to improve or remove underperforming pages
  • Implement a content governance system to maintain high standards across all pages
  • Monitor your site's performance relative to competitors in your niche

10. User-Generated Content is Evaluated

Image of a dog holding a pen in his mouth sitting on a pad of paper next to a computer that says "upload here".
The leak highlights that Google has specific metrics for assessing user-generated content (UGC), including a UGC effort score. This revelation is particularly significant for websites that incorporate forums, comment sections, or other platforms for user contributions. It indicates that Google recognizes the value of community engagement and user-created content, but also scrutinizes its quality and relevance.

A UGC effort score suggests that Google is not just looking at the presence of user-generated content but also evaluating its depth, relevance, and overall quality. This scoring system could mean that simply having an active comment section or forum is not enough; these sections' content must be substantive and valuable to visitors. Google is likely using advanced natural language processing techniques to assess the quality of UGC, potentially looking at factors such as length, coherence, relevance to the topic, and even the level of engagement it generates from other users.

For website owners, this emphasizes the need to foster a community that produces high-quality, meaningful contributions. It's no longer sufficient to allow any and all comments or forum posts; there needs to be a focus on encouraging thoughtful, valuable discussions that enhance the page's overall content. This ranking factor could also mean that websites with high-quality UGC have an advantage in search rankings, as they're effectively expanding and enriching the site's content through user contributions.

Action Items for User-Generated Content:

  • Implement strong moderation practices to filter out low-quality or spam UGC
  • Develop clear guidelines for user contributions to encourage high-quality content
  • Consider implementing a user reputation system to incentivize valuable contributions
  • Regularly engage with your community to stimulate meaningful discussions
  • Use UGC to identify topics for new content creation, addressing user interests and questions

Navigating the New SEO Landscape: Key Takeaways and Expert Assistance

The recent Google algorithm leak has provided unprecedented insights into how the search giant evaluates and ranks web content. Here are the key takeaways and their implications for SEO:

  1. User engagement metrics are crucial. To assess content quality and relevance, Google considers factors like time on site, bounce rate, click-through rates, and scroll depth.
  2. Topical authority is vital. Google assigns each site a primary category and rewards content that aligns with this central topic, emphasizing the importance of building expertise in a specific niche.
  3. Link quality trumps quantity. Google uses a modified PageRank system that evaluates link value based on proximity to trusted "seed" sites, making high-quality, relevant links more valuable than numerous low-quality ones.
  4. Anchor text remains important. Google uses anchor text to understand link context and relevance, but diversity is vital to avoid appearing unnatural.
  5. AI assesses content quality. Google's AI evaluates content effort and originality, emphasizing the need for high-quality, original content that provides genuine value.
  6. Fresh content gets a boost. Google's "FreshnessTwiddler" gives preference to recently updated content, highlighting the importance of regular updates.
  7. Mobile optimization is critical. The leak confirms that mobile-friendliness is crucial for ranking well, with specific penalties for violating mobile interstitial policies.
  8. Entity recognition plays a key role. Google uses advanced natural language processing to identify entities and their relationships within content, emphasizing the need for comprehensive coverage of topics.
  9. Site-wide quality matters. Google employs site-wide metrics like Normalized Site Rank, indicating that the overall quality of a website impacts the ranking potential of individual pages.
  10. User-generated content is evaluated. Google has specific metrics for assessing user-generated content, emphasizing the need for high-quality community engagement.


These revelations underscore the complexity of Google's ranking algorithms and the importance of a holistic approach to SEO. For businesses looking to improve their search visibility, it's crucial to focus on creating high-quality, user-centric content while also paying attention to technical aspects like mobile optimization and site-wide quality. As marketing consulting experts specializing in SEO, our company is well-equipped to help small businesses navigate these complex algorithm changes.


We can assist in developing strategies to improve content quality, build topical authority, optimize for mobile, and enhance overall site performance. Whether recent ranking changes have impacted your business or you're simply looking to improve your search results, our team can provide tailored solutions to help you achieve your goals, even with all the challenges that Google throws at small businesses.