This article delves into the concepts of Semantic SEO, Topical Authority, and PageRank, exploring their relationships and how they benefit both website owners and search engines. By leveraging Natural Language Processing (NLP) techniques, Semantic SEO improves search engine comprehension of content and enhances user experience, ultimately leading to better search results.
In the ever-evolving world of Search Engine Optimization (SEO), understanding the intricate connections between Semantic SEO, Topical Authority, and PageRank is crucial for webmasters, content creators, and marketers. These concepts play a vital role in enhancing the visibility and relevance of websites in search results.
Semantic SEO: Going Beyond Keywords
Semantic SEO involves optimizing content by focusing on the meaning and context of words, phrases, and sentences rather than merely targeting specific keywords. This is achieved through NLP techniques such as topic modeling, sentiment analysis, and entity recognition, which allow search engines to comprehend the true essence of content.
Topical Authority: Establishing Expertise and Trustworthiness
Topical Authority refers to the perceived expertise of a website or content creator in a specific subject area. By producing high-quality, relevant, and in-depth content, websites can establish themselves as authorities, earning the trust of both users and search engines. This translates into higher search rankings and increased visibility.
PageRank: Measuring the Importance of Webpages
PageRank is an algorithm used by Google to determine the significance of a webpage by analyzing the quality and quantity of its inbound links. A higher PageRank implies that a website is more authoritative and valuable, thus warranting a better position in search results.
The Interrelation of Semantic SEO, Topical Authority, and PageRank
Semantic SEO, Topical Authority, and PageRank are interconnected concepts that work in tandem to improve a website's search performance. By focusing on Semantic SEO, content creators can enhance their Topical Authority and establish a solid online presence. This, in turn, can lead to higher PageRank and improved search visibility.
The Benefits of Semantic SEO for Search Engines
Semantic SEO not only benefits website owners but also search engines by reducing the cost of understanding documents. With the help of NLP techniques, search engines can efficiently analyze and comprehend content, making it easier to identify and index relevant webpages. This ultimately leads to more accurate search results and a better user experience.
In conclusion, embracing Semantic SEO, Topical Authority, and PageRank is essential for achieving higher search rankings and increased online visibility. By leveraging NLP techniques, Semantic SEO offers a more sophisticated and efficient approach to understanding and optimizing content, ultimately benefiting both website owners and search engines.
Quality Content at Scale Through Automated Text Summarization of UGC
The document discusses using automated text summarization techniques to generate quality content at scale from user-generated content like online product reviews. It proposes a technical plan to download Amazon reviews, remove duplicate sentences using neural semantic textual similarity, and then generate frequently asked questions and corresponding FAQ schema by feeding the review text into a neural question generation model. The goal is to leverage user content and machine learning to automatically create helpful content for websites.
This document summarizes how Google search results are evolving to include more semantic data through direct answers, structured snippets, and rich snippets. It provides examples of direct answers being extracted from authoritative sources using natural language queries and intent templates. It also discusses how including structured data like tables, schemas, and markup can help search engines understand and display page content in a more standardized way. While knowledge-based trust is an interesting concept, current search ranking still primarily relies on link analysis and does not consider factual correctness.
How to Automatically Subcategorise Your Website Automatically With Python
The document describes a Python script that can automatically generate new subcategories for an ecommerce website based on clustering product names. It discusses:
- Using NLTK to generate n-grams from product names to cluster related products
- Filtering the n-grams to keep only those with commercial value by checking for search volume and CPC data
- Running the script on a large home improvement site to identify over 1,650 new subcategory opportunities with a total search volume of over 13 million
- Sharing the script so others can automate subcategory identification for their own sites to scale up an important SEO tactic.
What percentage of an Inbound marketer's day doesn't involve working with spreadsheets? How much of this work is time-consuming and repetitive? In this interactive session, you will learn how to manipulate Google Sheets to automate common data analysis workflows using Python, a very easy to use programming language.
1) Knowledge graphs are structured databases that represent real-world entities and their relationships to each other. They help search engines like Google understand topics at a deeper level.
2) Entities (topics) are becoming more important than keywords for search engines to understand content. Google's entity understanding can be checked using their natural language processing tool.
3) Semantic SEO techniques like tightly linking topics both internally and to relevant external pages can help improve how search engines understand and represent the entities within a website through their knowledge graphs.
7 E-Commerce SEO Mistakes & How to Fix Them #DeepSEOCon
Avoid the most common SEO issues, challenges and mistakes by going through this presentation with tips, criteria and tools to use independently of your online store Web platform, and grow your organic search results
SEO Case Study - Hangikredi.com From 12 March to 24 September Core Update
This document provides SEO metrics and comparisons for the website hangikredi.com over several time periods between April 2019 and September 2019. It shows substantial increases in key metrics like organic traffic, clicks, impressions, and average position after Google algorithm updates in May, June, July, and September. However, it also shows significant drops in these metrics during a server outage in early August. Overall the data demonstrates the site's strong SEO performance and organic growth over the 6-month period analyzed.
Internal Linking - The Topic Clustering Way edited.pptx
This document discusses internal linking strategies and techniques. It begins by explaining the benefits of connecting entities within content, rather than just words, and translating those connections into internal links. It then provides an overview of technologies like PageRank, the reasonable surfer algorithm, topical PageRank, chunking, and natural language processing that search engines use to understand contexts and how those ideas can be applied to internal linking at scale. Specific options for approaches to internal linking existing pages are also outlined.
The document discusses how Apps Script can be used to program spreadsheets and leverage JavaScript functions and APIs. It provides examples of parsing URLs, cleaning data, and custom functions. Apps Script allows integrating APIs to scrape search results, classify data using machine learning, and monitor website changes. Functions can make spreadsheets more powerful and automate tasks like notifying users. The document encourages learning JavaScript and Apps Script to unlock these capabilities within spreadsheets.
BrightonSEO October 2022 - Martijn Scheybeler - SEO Testing: Find Out What Wo...
This document discusses SEO testing and experimentation. It provides examples of types of SEO tests that could be done, such as pre-post testing, A/B testing, and combining different measurement approaches. Specific cases are also mentioned, like testing the impact of internal linking, HTML sitemaps, and changes to page titles and meta descriptions. The document emphasizes that SEO testing takes work to set up properly and find meaningful results, but it is important for identifying what strategies are truly effective.
How to leverage indexation tracking to monitor issues and improve performance
Understanding and diagnosing indexation issues is vital to SEO success, but until very recently, getting good data was nearly impossible. Google’s newly-introduced URL Inspection API opens a new world of possibilities for tracking indexation. In this talk, Simon explores how to leverage this data to monitor status, spot changes, and catch issues in realtime — no coding required!
1) Google uses various techniques to extract structured information like entities, relationships, and properties from unstructured text on the web and databases. This extracted information is then used to generate knowledge graphs and provide augmented responses to user queries.
2) One key technique is to identify patterns in which tuples of information are stored in databases, and then extract additional tuples by repeating the process and utilizing the identified patterns.
3) Google also extracts entities from user queries and may generate a knowledge graph to answer questions by providing information about the entities from sources like its own knowledge graph and information extracted from the web.
BrightonSEO March 2021 | Dan Taylor, Image Entity Tags
My talk from BrightonSEO 2021; focusing on using Google's image category labels (glancing into the Knowledge Graph and Google's image annotation processes) for better topic research and content optimization.
How to Make SEO Audits That Matter & Get Implemented for SEO Success - The Ex...
Maximize cost-effective SEO implementation and achieve SEO success with SEO audits that get implemented:
* Make your SEO audits solutions focused to develop action driven recommendations
* Prioritize your SEO recommendations based on impact and effort, with SEO low-hanging fruits
* Establish ongoing actions to prevent new SEO issues & leverage opportunities during the process
* Connect each of your SEO recommendations to SMARTER SEO goals
* Format SEO recommendations to facilitate actionability and collaboration
* Develop frequent recommendations reviews & tests to keep them relevant and impactful
This document discusses the value and uses of hyperlinks. It explains that hyperlinks can help understand a person's influence, interests, and peers. Hyperlinks also allow you to find influencers around a topic or identify the authors of a news site. The key takeaway is that having access to true link data and understanding how to analyze link information can provide new insights.
Bearish SEO: Defining the User Experience for Google’s Panda Search Landscape
The search sun shifted in March 2011 when Google started rolling out the beginning of the Panda update. Instead of using the famous PageRank, a link-based relevance calculation, Panda rests on a machine interpretation of user experience to decide which sites are most relevant to a searchers quest for knowledge. This means that IA and UX practitioners need to start thinking about the machine implications of the way they structure information on the web, and think ahead about the human implications for how search engines present their sites in response to searcher queries. Bearish SEO will present real, actionable methods for content providers, information architects and user experience designers to directly influence search engine discoverability. Need is an experience. It is a state of being. The goal for this presentation is to ensure that user experience professionals become an integral part of designing search experience.
The document summarizes Bill Slawski's presentation on search and social media patents from 2012 and beyond. It discusses various patents Google has acquired related to search, social media, hardware, fiber optic networks, and more. It also outlines patents for phrase-based indexing, concept-based indexing, ranking pages based on user interactions, building a knowledge graph, and developing a planet-scale distributed search index. Slawski suggests Google may expand into hardware, entertainment, internet service provision, and more based on its patent portfolio.
This document discusses search engine optimization and the development of search systems. It notes that computer science has directed search system development with a focus on results relevance, while neglecting user experience. The intent is to inspire deeper engagement in designing search experiences that do more than just sell products. It also discusses challenges like the volume of online information, differences in language and perception, and the limitations of current search systems.
1. The document discusses the importance of search engine optimization (SEO) strategies for businesses, including keyword research, on-page optimization, link building, local SEO, structured data, mobile SEO, and blogging.
2. It emphasizes that domain authority, keyword usage, on-page factors, web design, and social media impact SEO rankings to varying degrees, with domain authority and keyword usage being most important.
3. The document provides tips for each SEO strategy and explains how implementing all of the strategies can maximize a business's search visibility.
How To Use AI To Enhance Your SEO & Create Better Content
With AI taking the content marketing world by storm, many are wondering about the big questions: can you use AI to create high-ranking, effective content? And what’s the right way to do it?
Check out this webinar and hear the key concepts behind successful AI usage, along with real-life case studies from marketers using AI for their SEO and content.
You’ll learn:
- How to combine SEO data with AI technology
- Examples of unconventional uses of AI for content
- Case studies of how AI has enhanced SEO and content strategies
With Margarita Loktionova, Content Marketing Lead at Semrush, and Andy Crestodina, founder of Orbit Media, we’ll dive into the practical ways you can leverage AI tools for more efficient and effective campaigns that rank higher.
The document discusses search engines and how they have evolved over time. It explains that early search engines ranked results based mainly on content, while modern engines also consider factors like page structure, popularity, and reputation. The document provides definitions of key search-related terms and outlines some of the main components and processes involved in how search engines work, such as crawling websites, indexing pages, and ranking results. It also discusses different types of search tools and how to choose the best one depending on your information needs.
The Beginner's Guide to Blog Optimization & Content Promotion
This document discusses Ryan Stewart's SEO services and methods for growing website traffic. It provides tips for choosing keywords, creating content in different formats, and promoting content across owned, earned, and paid channels. The document contains strategies for keyword research, developing audience profiles, optimizing content for search engines, repurposing content, outreach to influencers and publications, and paid social media advertising. The goal is to generate an online buzz and traffic through content marketing.
The document provides an overview of search engine optimization (SEO) concepts, including:
1) The importance of SEO for driving online and offline sales.
2) How search engines work and are composed of web crawlers and databases to index web pages.
3) Key factors search engines use to evaluate and rank pages, such as relevance, importance, links, and content.
4) Techniques for improving rankings, like optimizing titles, meta tags, and adding relevant and quality backlinks.
The Actionable Guide to Doing Better Semantic Keyword Research #BrightonSEO (...
1) Semantic search relies on understanding the conceptual relationships between keywords rather than exact matches, so SEOs must conduct more thorough semantic keyword research.
2) Tools like KNIME allow SEOs to automate data collection from sources like search engines and social media, analyze the data using techniques like TF-IDF and LDA to group keywords semantically, and visualize relationships to guide on-page optimization.
3) By understanding conceptual topics and how consumer language is used, SEOs can better optimize websites for searcher intent to perform well in semantic search.
From a workshop presented at MinneWebCon 2018. Keywords are the life’s blood of a marketing enterprise. Most marketing organizations struggle to find the right keywords for their teams. At IBM we built a keyword ontology, which is a fancy name for a set of taxonomies related to the keywords our target audiences most often use in their search queries. We use the ontology to ensure that new pages are built with the language of the customer. This workshop discusses the use of AI-enhanced processes to drive keyword management, as well as practical methods for search and IA success.
The document discusses issues with how computer science has directed the development of search systems, focusing on efficiency over user experience. It argues search systems have paid minimal attention to the user experience beyond results relevance and ad-matching. The goal of the plenary is to inspire designing search experiences that do more than just sell products well.
This document discusses search engine optimization (SEO) and why it is important for findability. It begins by providing a brief history of search and how Google works to index websites and rank pages. It explains that findability, or how easily information can be found on a website, is important for readership and discovery. The document outlines some prerequisites for findability, including how Google needs to be able to find content and value it. It stresses the importance of using keywords that match a site's audience's search terms and language. Finally, it discusses tactics like using descriptive microcontent and titles to help search engines and humans understand what the page is about at a glance. The overall message is that SEO is about optimizing content
Why is SEO still important to content marketing and content creation professionals? Because search engines are getting better at optimizing for humans!
This document provides guidance on how to effectively research topics online. It discusses the importance of using reliable sources like purchased databases, library books, and teacher-approved websites. It also notes the challenges of finding quality information on the open web. The document offers tips for crafting effective search queries, carefully examining search results, and evaluating websites based on factors like the author, date, content quality, and domain extension. It promotes the "triangle method" of cross-referencing information from multiple sources. Key strategies presented include using domain extensions to identify source types, checking for author information and site currency, and looking for inconsistencies or errors.
The document summarizes a presentation about semantic search and semantic networks. It defines semantic search as utilizing an understanding of word meanings and relationships to provide more precise and complete search results. It then explains that a semantic network maps associations and meanings of words, including definitions, relationships, and enables both high precision and recall in search results. The presentation demonstrates how a semantic disambiguator and automated question answering system utilizing semantics can analyze language more accurately than traditional keyword searches.
Attacat- Turing Festival presentation August 16th 2016
This document discusses how search engine optimization has evolved from focusing on keywords to focusing more on concepts, questions, themes, and understanding entities and their relationships. It provides tips for tracking rankings taking into account different devices, locations, and other factors. It also discusses developing content around topics and themes, using tools to understand topics and entities, and using question-focused content and schema markup to help search engines understand the content.
This document provides information on advanced Google searching techniques. It discusses how search engines work and user expectations. Various search operators and strategies are described, such as phrase searches, Boolean operators, title searches, URL searches, and site-limited searches. The document recommends beginning with a title field search using Boolean expressions that is limited to a top-level domain or specific website to find the most relevant information.
How AI/ML Can Supercharge Your SEO (a TNW round table)
This document discusses how AI/ML can be used for SEO purposes. It describes WordLift, a semantic platform for SEO that uses NLP, ANNs and other techniques. It demonstrates how WordLift can be used to improve image alt text through image captioning, build knowledge graphs from URLs to enrich structured data, and analyze semantic similarity between titles and queries to boost click-through rates. The document also discusses challenges around data and the need for subject matter experts, and how the ML/AI stack is evolving to become simpler.
idealaunch - Content Marketing Webinar August 2009
It's not just another buzz term! Content Marketing is the most effective way to grow your business. It’s the art of discovering what your customers need and want to know, and the science of delivering it to them in a compelling and engaging way. Learn the secrets of creating great content and how to optimize it for both readers and search engines. Learn how to put A/B and multivariate testing to work improving conversion rates and maximizing ROI. Content creation, content optimization and content testing add up to content marketing.
Digital Marketing Trends Experts Insights on How to Gain a Competitive Edge -...
The digital marketing industry is changing faster than ever and those who don’t adapt with the times are losing market share. Where should marketers be focusing their efforts? What strategies are the experts seeing get the best results? Get up-to-speed with the latest industry insights, trends and predictions for the future in this panel discussion with some leading digital marketing experts.
PHP (Hypertext Preprocessor) is a widely-used open-source scripting language that is particularly suited for web development and can be embedded into HTML. It is primarily used for server-side scripting but can also be used as a general-purpose programming language. PHP is renowned for its simplicity, flexibility, and ease of integration with various databases and web servers, making it one of the most popular languages for building dynamic websites and web applications.led by Mr. Hirdesh Bharadwaj, is an ideal choice for summer training in PHP in Delhi. With Mr. Bharadwaj's extensive 15 years of experience in the field, Webs Jyoti offers top-notch training in PHP development.
One notable aspect of Webs Jyoti is its unique approach. It's not just a training institute but also functions as a development agency. This means that students not only receive theoretical knowledge but also gain practical experience by working on real-world projects.Ducat offers comprehensive PHP training with a strong focus on practical implementation and live projects. Their course covers the latest industry standards and trends, ensuring that students are well-prepared for job placements .
Webs Jyoti: This institute provides 100% practical classes, study materials written by the founder, and training on 2-3 live projects. They also offer job placement assistance and grooming sessions for job seekers.Voice Search Optimization ACIL Computer Education: Known for its industry-standard training, ACIL offers various PHP courses ranging from basic to advanced levels. They emphasize hands-on training with real-world simulations and provide job assistance and placement guarantees for certain courses.
APTRON Gurgaon: APTRON offers a well-structured PHP course with modules on basic to advanced PHP concepts, webs jyoti, and CodeIgniter. They also provide live project experience and job placement assistance.
SLA Consultants India: SLA offers an advanced PHP training program designed by experienced professionals. Their course includes live projects, instructor-led classroom sessions, and extensive practical exposure to ensure students are industry-ready .
Each of these institutes has its own strengths, so you might choose one based on specific criteria such as course content, faculty experience, or placement records.Webs Jyoti: This institute provides 100% practical classes, study materials written by the founder, and training on 2-3 live projects. They also offer job placement assistance and grooming sessions for job seekers.Webs Jyoti ensures that students receive top-notch education and support to kickstart their careers in coding and software development.One notable aspect of Webs Jyoti is its unique approach. It's not just a training institute but also functions as a development agency. This means that students not only receive theoretical knowledge but also gain practical experience by working on real-world projects. Mr. Bharadwaj's extensive 15 years experien
Paid Media Targeting in a Cookieless Future - Kevin Lee
The continued disappearance of the third party cookie has both targeting and tracking implications for open-web advertising and marketing. We'll discuss where context, identity graphs and first party data are being used to substitute for third-party cookies. We'll also discuss where CTV and other newer media channels are maturing to allow for household or personal targeting.
Key Takeaways:
Learn how to effectively target prospects and consumers at various stages using a combinations of targeting types across channels.
In 2024, digital marketing is not just an optional strategy for businesses; it's a fundamental component of any successful marketing plan. The rapid evolution of technology and changing consumer behaviors have made digital marketing more critical than ever. Here’s why digital marketing is indispensable in 2024 and how digital marketing agency can propel your business to new heights.
EyekooTech is committed to helping businesses navigate the complexities of digital marketing. Whether you're a small startup or a large enterprise, our innovative strategies and data-driven approach can elevate your brand and connect you with your target audience.
PPC and SEO Synergies - Strategies Every Company Should Deploy - Benjamin Lund
Top 7 PPC and SEO strategies to drive more traffic and conversions. Most companies already own the data, let's share the data and boost the performance of both channels.
Key Takeaways:
Why PPC and SEO teams should strategize together7 ways PPC and SEO can work together to drive even more conversions
Revolutionizing Advertising with Billion Broadcaster Standee Screen Media
Billion Broadcaster's standee screen media is revolutionizing the advertising landscape with innovative digital screens placed in high-traffic areas such as malls, airports, and residential complexes. These dynamic screens capture attention with vibrant multimedia content, offering a visually engaging platform for advertisers.
10 Advantages and Disadvantages of Social Media Marketing in 2024
Explore the dynamic landscape of social media marketing in 2024 with our comprehensive presentation. Delve into the top 10 advantages and disadvantages that digital marketers face in leveraging social media platforms. Understand the opportunities for growth, engagement, and brand visibility, as well as the challenges and potential pitfalls that come with navigating the ever-evolving digital ecosystem. This presentation will provide valuable insights and actionable strategies for maximizing the benefits of social media marketing while mitigating its drawbacks, tailored specifically for the needs of Markonik.
CIIM (Chandigarh Institute of Internet Marketing) – ISO:9001 Certified & Google Partner Digital Marketing institute in Chandigarh — was founded by Surjeet Thakur in the year 2010. We specialize in training aspirants in various digital marketing domains such as Google Ads, PPC, SEO, SMM, SEM, Video Marketing, Amazon Marketing etc.
Top 10 Cases of Amnesia A Journey through Memory Loss.pptx
Amnesia, the loss of memory, is a fascinating and complex condition that has captured the imagination of scientists, storytellers, and the general public alike. It can be triggered by various factors such as brain injury, psychological trauma, or even certain medical conditions. This article delves into ten intriguing cases of amnesia each offering unique insights into the human mind and the fragile nature of memory.
The Intersection Between AI & Paid Media Management - Curtiss Gulash
Lately, it’s been feeling a little Terminator-y out there, huh? But the future of paid media isn’t an employment battle between AI and humans like some believe. Instead, it’s about collaboration and another powerful tool to add to the digital marketer’s tool belt. In fact, the best digital marketers have been integrating AI-elements into their work for years… with one caveat - there’s still an industry professional driving the bus.
Join Curtiss Gulash, Director of Paid Media, at Be Found Online, to explore the strengths and weaknesses of AI (as well as humans), and how those qualities can complement one another to develop stronger, more informed, and more efficient paid media campaigns. It’s time to turn and embrace the machine to carve out a path for improving efficiency across your accounts with your new AI companions!
Digital marketing metrics every one must know in 2024
The "Digital Marketing Metrics" PDF by Digital Scape provides a detailed guide to essential metrics used in digital marketing. It explains the importance of metrics in tracking and optimizing marketing efforts, offering definitions, formulas, and examples for each metric. The document covers metrics such as Return on Ad Spend (ROAS), Customer Lifetime Value (CLV), Cost of Acquisition (COA), Click Through Rate (CTR), Conversion Rate (CVR), Cost Per Sale (CPS), Bounce Rate, and Lead Conversion Rate (LCR). The aim is to equip marketers with the knowledge needed to make data-driven decisions and enhance campaign performance.
Learn what is metrics, difference in metrics, different types of metrics and calculation.
Powering Up Your Digital Strategy, Amplifying the Potential of Performance-Ba...
In our rapidly evolving digital landscape, yesterday's strategies simply won't suffice. Join us for a groundbreaking session on revenue based marketing where we'll explore cutting-edge approaches and the latest strategies that can supercharge your digital marketing plans. Discover how to leverage performance-based PR, influencer marketing, and affiliate marketing to drive revenue, optimize your campaigns, and achieve measurable results. We'll dive into effective methods for building brand awareness, cultivating deep engagement, driving conversions, and fostering lasting customer loyalty. Prepare to gain fresh ideas, valuable insights, and innovative methodologies designed to elevate your digital marketing efforts to new heights. Don't miss this opportunity to transform your strategy and stay ahead of the curve!
Key Takeaways:
1. Advanced Revenue-Driven Strategies: Learn how performance-based PR, influencer marketing, and affiliate marketing can drive revenue and optimize your marketing efforts.
2. Building and Engaging Your Audience: Discover effective methods for increasing brand awareness and cultivating deep engagement with your target audience.
3. Driving Conversions and Loyalty: Gain insights into strategies for driving conversions and fostering lasting customer loyalty to sustain your brand's growth.
Struggling to get high-quality backlinks? Our latest presentation reveals the strategies you need to succeed in 2024. Learn practical tips to boost your SEO and elevate your website’s authority. Click below to access the full presentation!
Full blog here - https://digitalmarketingphilippines.com/how-to-get-high-quality-backlinks-in-2024/
Curious about what a social media manager really does? Our latest presentation breaks down the key responsibilities and daily tasks of this dynamic role. Want to understand more about this essential position? Read the full deck now!
Full blog here - https://digitalmarketingphilippines.com/what-does-a-social-media-manager-do/
Coronavirus and Future of SEO: Digital Marketing and Remote CultureKoray Tugberk GUBUR
I have attended a great SEO and Digital Marketing webinar with Founder of Stradiji and SEMRush Turkey Lead Mr. Mert Erkal and My Dearest Friend and SEO Consultant Atakan Erdoğan.
Small Note: After I uploaded the presentation, Google launched a new Covid-19 news address like Bing/covid-19. You may want to look at it -> https://www.google.com/covid-19
I have prepared a Presentation about Coronavirus's Effects on Search Engine Optimization (SEO).
You will find Coronavirus's changing effects on Digital Marketing and psychology of global society while using Search Engines.
I also have focused on Search Engine's and Social Media Brands, E-commerce Site's reflexes against Coronavirus Pandemic.
You will see the web sites and categories who earn more traffic and lose traffic. You will also see conversion rate differences because of Coronavirus.
Also, I have told about Search Engine's differences and their attitude against the Coronavirus Pandemic, their future, their updates during the pandemic.
In the last part, you will see some new 2020 Web Technology and Design Trends with AI.
There are also Google Researches for better Search Engine technologies.
Questions:
1- What are the differences between Yandex, Google, Bing, and Duckduckgo for Coronavirus Pandemic?
2- Twitter, Instagram, Amazon or Apple, what are they doing?
3- What do people search most for during the Coronavirus Crisis?
4- What changes from country to country?
5- What are the future technologies of Web and App?
6- How and why do Search Engines improve AI, what is the last events?
7- Which sites loose traffic and which earn more?
8- Lots of quotes from International SEOs about the pandemic.
And more...
I am Koray Tuğberk GÜBÜR and a Holistic SEO Expert.
I sincerely thank you for my Dearest Friend Atakan Erdoğan and Mr. Mert Erkal for this awesome webinar opportunity and experience.
To watch the webinar, please visit Stradiji's Official Youtube Channel.
https://www.youtube.com/watch?v=V4sJTNcRqaM&t=100s
Slawski New Approaches for Structured Data:Evolution of Question Answering Bill Slawski
Google has moved from Search to Knowledge, and Focusing on Answering questions with knowledge graph entity information provides has led to answering queries with Knowledge graphs for those questions, with confidence scores between entities and other entities or attributes of entities, based upon freshness, reliabilillity, popularity, and proximity between an entity and another entity or an attribute.
William slawski-google-patents- how-do-they-influence-searchBill Slawski
Bill Slawski presented a webinar on analyzing patents related to search engines and SEO. He discussed 12 Google patents covering topics like PageRank, Google's news ranking algorithm, analyzing images to detect brand penetration, and building user location history. The patents described Google's work in building knowledge graphs from web pages, ranking entities in search results, question answering, and determining quality visits to local businesses.
Quality Content at Scale Through Automated Text Summarization of UGCHamlet Batista
The document discusses using automated text summarization techniques to generate quality content at scale from user-generated content like online product reviews. It proposes a technical plan to download Amazon reviews, remove duplicate sentences using neural semantic textual similarity, and then generate frequently asked questions and corresponding FAQ schema by feeding the review text into a neural question generation model. The goal is to leverage user content and machine learning to automatically create helpful content for websites.
Semantic seo and the evolution of queriesBill Slawski
This document summarizes how Google search results are evolving to include more semantic data through direct answers, structured snippets, and rich snippets. It provides examples of direct answers being extracted from authoritative sources using natural language queries and intent templates. It also discusses how including structured data like tables, schemas, and markup can help search engines understand and display page content in a more standardized way. While knowledge-based trust is an interesting concept, current search ranking still primarily relies on link analysis and does not consider factual correctness.
How to Automatically Subcategorise Your Website Automatically With Pythonsearchsolved
The document describes a Python script that can automatically generate new subcategories for an ecommerce website based on clustering product names. It discusses:
- Using NLTK to generate n-grams from product names to cluster related products
- Filtering the n-grams to keep only those with commercial value by checking for search volume and CPC data
- Running the script on a large home improvement site to identify over 1,650 new subcategory opportunities with a total search volume of over 13 million
- Sharing the script so others can automate subcategory identification for their own sites to scale up an important SEO tactic.
The Python Cheat Sheet for the Busy MarketerHamlet Batista
What percentage of an Inbound marketer's day doesn't involve working with spreadsheets? How much of this work is time-consuming and repetitive? In this interactive session, you will learn how to manipulate Google Sheets to automate common data analysis workflows using Python, a very easy to use programming language.
1) Knowledge graphs are structured databases that represent real-world entities and their relationships to each other. They help search engines like Google understand topics at a deeper level.
2) Entities (topics) are becoming more important than keywords for search engines to understand content. Google's entity understanding can be checked using their natural language processing tool.
3) Semantic SEO techniques like tightly linking topics both internally and to relevant external pages can help improve how search engines understand and represent the entities within a website through their knowledge graphs.
7 E-Commerce SEO Mistakes & How to Fix Them #DeepSEOConAleyda Solís
Avoid the most common SEO issues, challenges and mistakes by going through this presentation with tips, criteria and tools to use independently of your online store Web platform, and grow your organic search results
SEO Case Study - Hangikredi.com From 12 March to 24 September Core UpdateKoray Tugberk GUBUR
This document provides SEO metrics and comparisons for the website hangikredi.com over several time periods between April 2019 and September 2019. It shows substantial increases in key metrics like organic traffic, clicks, impressions, and average position after Google algorithm updates in May, June, July, and September. However, it also shows significant drops in these metrics during a server outage in early August. Overall the data demonstrates the site's strong SEO performance and organic growth over the 6-month period analyzed.
Internal Linking - The Topic Clustering Way edited.pptxDixon Jones
This document discusses internal linking strategies and techniques. It begins by explaining the benefits of connecting entities within content, rather than just words, and translating those connections into internal links. It then provides an overview of technologies like PageRank, the reasonable surfer algorithm, topical PageRank, chunking, and natural language processing that search engines use to understand contexts and how those ideas can be applied to internal linking at scale. Specific options for approaches to internal linking existing pages are also outlined.
The document discusses how Apps Script can be used to program spreadsheets and leverage JavaScript functions and APIs. It provides examples of parsing URLs, cleaning data, and custom functions. Apps Script allows integrating APIs to scrape search results, classify data using machine learning, and monitor website changes. Functions can make spreadsheets more powerful and automate tasks like notifying users. The document encourages learning JavaScript and Apps Script to unlock these capabilities within spreadsheets.
BrightonSEO October 2022 - Martijn Scheybeler - SEO Testing: Find Out What Wo...Martijn Scheijbeler
This document discusses SEO testing and experimentation. It provides examples of types of SEO tests that could be done, such as pre-post testing, A/B testing, and combining different measurement approaches. Specific cases are also mentioned, like testing the impact of internal linking, HTML sitemaps, and changes to page titles and meta descriptions. The document emphasizes that SEO testing takes work to set up properly and find meaningful results, but it is important for identifying what strategies are truly effective.
How to leverage indexation tracking to monitor issues and improve performanceSimon Lesser
Understanding and diagnosing indexation issues is vital to SEO success, but until very recently, getting good data was nearly impossible. Google’s newly-introduced URL Inspection API opens a new world of possibilities for tracking indexation. In this talk, Simon explores how to leverage this data to monitor status, spot changes, and catch issues in realtime — no coding required!
Semantic search Bill Slawski DEEP SEA ConBill Slawski
1) Google uses various techniques to extract structured information like entities, relationships, and properties from unstructured text on the web and databases. This extracted information is then used to generate knowledge graphs and provide augmented responses to user queries.
2) One key technique is to identify patterns in which tuples of information are stored in databases, and then extract additional tuples by repeating the process and utilizing the identified patterns.
3) Google also extracts entities from user queries and may generate a knowledge graph to answer questions by providing information about the entities from sources like its own knowledge graph and information extracted from the web.
BrightonSEO March 2021 | Dan Taylor, Image Entity TagsDan Taylor
My talk from BrightonSEO 2021; focusing on using Google's image category labels (glancing into the Knowledge Graph and Google's image annotation processes) for better topic research and content optimization.
How to Make SEO Audits That Matter & Get Implemented for SEO Success - The Ex...Aleyda Solís
Maximize cost-effective SEO implementation and achieve SEO success with SEO audits that get implemented:
* Make your SEO audits solutions focused to develop action driven recommendations
* Prioritize your SEO recommendations based on impact and effort, with SEO low-hanging fruits
* Establish ongoing actions to prevent new SEO issues & leverage opportunities during the process
* Connect each of your SEO recommendations to SMARTER SEO goals
* Format SEO recommendations to facilitate actionability and collaboration
* Develop frequent recommendations reviews & tests to keep them relevant and impactful
This document discusses the value and uses of hyperlinks. It explains that hyperlinks can help understand a person's influence, interests, and peers. Hyperlinks also allow you to find influencers around a topic or identify the authors of a news site. The key takeaway is that having access to true link data and understanding how to analyze link information can provide new insights.
Bearish SEO: Defining the User Experience for Google’s Panda Search LandscapeMarianne Sweeny
The search sun shifted in March 2011 when Google started rolling out the beginning of the Panda update. Instead of using the famous PageRank, a link-based relevance calculation, Panda rests on a machine interpretation of user experience to decide which sites are most relevant to a searchers quest for knowledge. This means that IA and UX practitioners need to start thinking about the machine implications of the way they structure information on the web, and think ahead about the human implications for how search engines present their sites in response to searcher queries. Bearish SEO will present real, actionable methods for content providers, information architects and user experience designers to directly influence search engine discoverability. Need is an experience. It is a state of being. The goal for this presentation is to ensure that user experience professionals become an integral part of designing search experience.
Search and social patents for 2012 and beyondBill Slawski
The document summarizes Bill Slawski's presentation on search and social media patents from 2012 and beyond. It discusses various patents Google has acquired related to search, social media, hardware, fiber optic networks, and more. It also outlines patents for phrase-based indexing, concept-based indexing, ranking pages based on user interactions, building a knowledge graph, and developing a planet-scale distributed search index. Slawski suggests Google may expand into hardware, entertainment, internet service provision, and more based on its patent portfolio.
This document discusses search engine optimization and the development of search systems. It notes that computer science has directed search system development with a focus on results relevance, while neglecting user experience. The intent is to inspire deeper engagement in designing search experiences that do more than just sell products. It also discusses challenges like the volume of online information, differences in language and perception, and the limitations of current search systems.
1. The document discusses the importance of search engine optimization (SEO) strategies for businesses, including keyword research, on-page optimization, link building, local SEO, structured data, mobile SEO, and blogging.
2. It emphasizes that domain authority, keyword usage, on-page factors, web design, and social media impact SEO rankings to varying degrees, with domain authority and keyword usage being most important.
3. The document provides tips for each SEO strategy and explains how implementing all of the strategies can maximize a business's search visibility.
With AI taking the content marketing world by storm, many are wondering about the big questions: can you use AI to create high-ranking, effective content? And what’s the right way to do it?
Check out this webinar and hear the key concepts behind successful AI usage, along with real-life case studies from marketers using AI for their SEO and content.
You’ll learn:
- How to combine SEO data with AI technology
- Examples of unconventional uses of AI for content
- Case studies of how AI has enhanced SEO and content strategies
With Margarita Loktionova, Content Marketing Lead at Semrush, and Andy Crestodina, founder of Orbit Media, we’ll dive into the practical ways you can leverage AI tools for more efficient and effective campaigns that rank higher.
The document discusses search engines and how they have evolved over time. It explains that early search engines ranked results based mainly on content, while modern engines also consider factors like page structure, popularity, and reputation. The document provides definitions of key search-related terms and outlines some of the main components and processes involved in how search engines work, such as crawling websites, indexing pages, and ranking results. It also discusses different types of search tools and how to choose the best one depending on your information needs.
The Beginner's Guide to Blog Optimization & Content PromotionRyan Stewart
This document discusses Ryan Stewart's SEO services and methods for growing website traffic. It provides tips for choosing keywords, creating content in different formats, and promoting content across owned, earned, and paid channels. The document contains strategies for keyword research, developing audience profiles, optimizing content for search engines, repurposing content, outreach to influencers and publications, and paid social media advertising. The goal is to generate an online buzz and traffic through content marketing.
The document provides an overview of search engine optimization (SEO) concepts, including:
1) The importance of SEO for driving online and offline sales.
2) How search engines work and are composed of web crawlers and databases to index web pages.
3) Key factors search engines use to evaluate and rank pages, such as relevance, importance, links, and content.
4) Techniques for improving rankings, like optimizing titles, meta tags, and adding relevant and quality backlinks.
The Actionable Guide to Doing Better Semantic Keyword Research #BrightonSEO (...Paul Shapiro
1) Semantic search relies on understanding the conceptual relationships between keywords rather than exact matches, so SEOs must conduct more thorough semantic keyword research.
2) Tools like KNIME allow SEOs to automate data collection from sources like search engines and social media, analyze the data using techniques like TF-IDF and LDA to group keywords semantically, and visualize relationships to guide on-page optimization.
3) By understanding conceptual topics and how consumer language is used, SEOs can better optimize websites for searcher intent to perform well in semantic search.
Marketing AI - How to Build a Keyword OntologyDan Segal
From a workshop presented at MinneWebCon 2018. Keywords are the life’s blood of a marketing enterprise. Most marketing organizations struggle to find the right keywords for their teams. At IBM we built a keyword ontology, which is a fancy name for a set of taxonomies related to the keywords our target audiences most often use in their search queries. We use the ontology to ensure that new pages are built with the language of the customer. This workshop discusses the use of AI-enhanced processes to drive keyword management, as well as practical methods for search and IA success.
The document discusses issues with how computer science has directed the development of search systems, focusing on efficiency over user experience. It argues search systems have paid minimal attention to the user experience beyond results relevance and ad-matching. The goal of the plenary is to inspire designing search experiences that do more than just sell products well.
This document discusses search engine optimization (SEO) and why it is important for findability. It begins by providing a brief history of search and how Google works to index websites and rank pages. It explains that findability, or how easily information can be found on a website, is important for readership and discovery. The document outlines some prerequisites for findability, including how Google needs to be able to find content and value it. It stresses the importance of using keywords that match a site's audience's search terms and language. Finally, it discusses tactics like using descriptive microcontent and titles to help search engines and humans understand what the page is about at a glance. The overall message is that SEO is about optimizing content
Why is SEO still important to content marketing and content creation professionals? Because search engines are getting better at optimizing for humans!
This document provides guidance on how to effectively research topics online. It discusses the importance of using reliable sources like purchased databases, library books, and teacher-approved websites. It also notes the challenges of finding quality information on the open web. The document offers tips for crafting effective search queries, carefully examining search results, and evaluating websites based on factors like the author, date, content quality, and domain extension. It promotes the "triangle method" of cross-referencing information from multiple sources. Key strategies presented include using domain extensions to identify source types, checking for author information and site currency, and looking for inconsistencies or errors.
The document summarizes a presentation about semantic search and semantic networks. It defines semantic search as utilizing an understanding of word meanings and relationships to provide more precise and complete search results. It then explains that a semantic network maps associations and meanings of words, including definitions, relationships, and enables both high precision and recall in search results. The presentation demonstrates how a semantic disambiguator and automated question answering system utilizing semantics can analyze language more accurately than traditional keyword searches.
Attacat- Turing Festival presentation August 16th 2016Oliver Marriage
This document discusses how search engine optimization has evolved from focusing on keywords to focusing more on concepts, questions, themes, and understanding entities and their relationships. It provides tips for tracking rankings taking into account different devices, locations, and other factors. It also discusses developing content around topics and themes, using tools to understand topics and entities, and using question-focused content and schema markup to help search engines understand the content.
This document provides information on advanced Google searching techniques. It discusses how search engines work and user expectations. Various search operators and strategies are described, such as phrase searches, Boolean operators, title searches, URL searches, and site-limited searches. The document recommends beginning with a title field search using Boolean expressions that is limited to a top-level domain or specific website to find the most relevant information.
How AI/ML Can Supercharge Your SEO (a TNW round table)Andrea Volpini
This document discusses how AI/ML can be used for SEO purposes. It describes WordLift, a semantic platform for SEO that uses NLP, ANNs and other techniques. It demonstrates how WordLift can be used to improve image alt text through image captioning, build knowledge graphs from URLs to enrich structured data, and analyze semantic similarity between titles and queries to boost click-through rates. The document also discusses challenges around data and the need for subject matter experts, and how the ML/AI stack is evolving to become simpler.
idealaunch - Content Marketing Webinar August 2009WriterAccess
It's not just another buzz term! Content Marketing is the most effective way to grow your business. It’s the art of discovering what your customers need and want to know, and the science of delivering it to them in a compelling and engaging way. Learn the secrets of creating great content and how to optimize it for both readers and search engines. Learn how to put A/B and multivariate testing to work improving conversion rates and maximizing ROI. Content creation, content optimization and content testing add up to content marketing.
Similar to The Reason Behind Semantic SEO: Why does Google Avoid the Word PageRank? (20)
The digital marketing industry is changing faster than ever and those who don’t adapt with the times are losing market share. Where should marketers be focusing their efforts? What strategies are the experts seeing get the best results? Get up-to-speed with the latest industry insights, trends and predictions for the future in this panel discussion with some leading digital marketing experts.
PHP (Hypertext Preprocessor) is a widely-used open-source scripting language that is particularly suited for web development and can be embedded into HTML. It is primarily used for server-side scripting but can also be used as a general-purpose programming language. PHP is renowned for its simplicity, flexibility, and ease of integration with various databases and web servers, making it one of the most popular languages for building dynamic websites and web applications.led by Mr. Hirdesh Bharadwaj, is an ideal choice for summer training in PHP in Delhi. With Mr. Bharadwaj's extensive 15 years of experience in the field, Webs Jyoti offers top-notch training in PHP development.
One notable aspect of Webs Jyoti is its unique approach. It's not just a training institute but also functions as a development agency. This means that students not only receive theoretical knowledge but also gain practical experience by working on real-world projects.Ducat offers comprehensive PHP training with a strong focus on practical implementation and live projects. Their course covers the latest industry standards and trends, ensuring that students are well-prepared for job placements .
Webs Jyoti: This institute provides 100% practical classes, study materials written by the founder, and training on 2-3 live projects. They also offer job placement assistance and grooming sessions for job seekers.Voice Search Optimization ACIL Computer Education: Known for its industry-standard training, ACIL offers various PHP courses ranging from basic to advanced levels. They emphasize hands-on training with real-world simulations and provide job assistance and placement guarantees for certain courses.
APTRON Gurgaon: APTRON offers a well-structured PHP course with modules on basic to advanced PHP concepts, webs jyoti, and CodeIgniter. They also provide live project experience and job placement assistance.
SLA Consultants India: SLA offers an advanced PHP training program designed by experienced professionals. Their course includes live projects, instructor-led classroom sessions, and extensive practical exposure to ensure students are industry-ready .
Each of these institutes has its own strengths, so you might choose one based on specific criteria such as course content, faculty experience, or placement records.Webs Jyoti: This institute provides 100% practical classes, study materials written by the founder, and training on 2-3 live projects. They also offer job placement assistance and grooming sessions for job seekers.Webs Jyoti ensures that students receive top-notch education and support to kickstart their careers in coding and software development.One notable aspect of Webs Jyoti is its unique approach. It's not just a training institute but also functions as a development agency. This means that students not only receive theoretical knowledge but also gain practical experience by working on real-world projects. Mr. Bharadwaj's extensive 15 years experien
The continued disappearance of the third party cookie has both targeting and tracking implications for open-web advertising and marketing. We'll discuss where context, identity graphs and first party data are being used to substitute for third-party cookies. We'll also discuss where CTV and other newer media channels are maturing to allow for household or personal targeting.
Key Takeaways:
Learn how to effectively target prospects and consumers at various stages using a combinations of targeting types across channels.
In 2024, digital marketing is not just an optional strategy for businesses; it's a fundamental component of any successful marketing plan. The rapid evolution of technology and changing consumer behaviors have made digital marketing more critical than ever. Here’s why digital marketing is indispensable in 2024 and how digital marketing agency can propel your business to new heights.
EyekooTech is committed to helping businesses navigate the complexities of digital marketing. Whether you're a small startup or a large enterprise, our innovative strategies and data-driven approach can elevate your brand and connect you with your target audience.
Top 7 PPC and SEO strategies to drive more traffic and conversions. Most companies already own the data, let's share the data and boost the performance of both channels.
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Why PPC and SEO teams should strategize together7 ways PPC and SEO can work together to drive even more conversions
Revolutionizing Advertising with Billion Broadcaster Standee Screen MediaVikasYadav194549
Billion Broadcaster's standee screen media is revolutionizing the advertising landscape with innovative digital screens placed in high-traffic areas such as malls, airports, and residential complexes. These dynamic screens capture attention with vibrant multimedia content, offering a visually engaging platform for advertisers.
10 Advantages and Disadvantages of Social Media Marketing in 2024Markonik
Explore the dynamic landscape of social media marketing in 2024 with our comprehensive presentation. Delve into the top 10 advantages and disadvantages that digital marketers face in leveraging social media platforms. Understand the opportunities for growth, engagement, and brand visibility, as well as the challenges and potential pitfalls that come with navigating the ever-evolving digital ecosystem. This presentation will provide valuable insights and actionable strategies for maximizing the benefits of social media marketing while mitigating its drawbacks, tailored specifically for the needs of Markonik.
CIIM (Chandigarh Institute of Internet Marketing) – ISO:9001 Certified & Google Partner Digital Marketing institute in Chandigarh — was founded by Surjeet Thakur in the year 2010. We specialize in training aspirants in various digital marketing domains such as Google Ads, PPC, SEO, SMM, SEM, Video Marketing, Amazon Marketing etc.
Top 10 Cases of Amnesia A Journey through Memory Loss.pptxelizabethella096
Amnesia, the loss of memory, is a fascinating and complex condition that has captured the imagination of scientists, storytellers, and the general public alike. It can be triggered by various factors such as brain injury, psychological trauma, or even certain medical conditions. This article delves into ten intriguing cases of amnesia each offering unique insights into the human mind and the fragile nature of memory.
Lately, it’s been feeling a little Terminator-y out there, huh? But the future of paid media isn’t an employment battle between AI and humans like some believe. Instead, it’s about collaboration and another powerful tool to add to the digital marketer’s tool belt. In fact, the best digital marketers have been integrating AI-elements into their work for years… with one caveat - there’s still an industry professional driving the bus.
Join Curtiss Gulash, Director of Paid Media, at Be Found Online, to explore the strengths and weaknesses of AI (as well as humans), and how those qualities can complement one another to develop stronger, more informed, and more efficient paid media campaigns. It’s time to turn and embrace the machine to carve out a path for improving efficiency across your accounts with your new AI companions!
Digital marketing metrics every one must know in 2024Digital Scape
The "Digital Marketing Metrics" PDF by Digital Scape provides a detailed guide to essential metrics used in digital marketing. It explains the importance of metrics in tracking and optimizing marketing efforts, offering definitions, formulas, and examples for each metric. The document covers metrics such as Return on Ad Spend (ROAS), Customer Lifetime Value (CLV), Cost of Acquisition (COA), Click Through Rate (CTR), Conversion Rate (CVR), Cost Per Sale (CPS), Bounce Rate, and Lead Conversion Rate (LCR). The aim is to equip marketers with the knowledge needed to make data-driven decisions and enhance campaign performance.
Learn what is metrics, difference in metrics, different types of metrics and calculation.
In our rapidly evolving digital landscape, yesterday's strategies simply won't suffice. Join us for a groundbreaking session on revenue based marketing where we'll explore cutting-edge approaches and the latest strategies that can supercharge your digital marketing plans. Discover how to leverage performance-based PR, influencer marketing, and affiliate marketing to drive revenue, optimize your campaigns, and achieve measurable results. We'll dive into effective methods for building brand awareness, cultivating deep engagement, driving conversions, and fostering lasting customer loyalty. Prepare to gain fresh ideas, valuable insights, and innovative methodologies designed to elevate your digital marketing efforts to new heights. Don't miss this opportunity to transform your strategy and stay ahead of the curve!
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1. Advanced Revenue-Driven Strategies: Learn how performance-based PR, influencer marketing, and affiliate marketing can drive revenue and optimize your marketing efforts.
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Struggling to get high-quality backlinks? Our latest presentation reveals the strategies you need to succeed in 2024. Learn practical tips to boost your SEO and elevate your website’s authority. Click below to access the full presentation!
Full blog here - https://digitalmarketingphilippines.com/how-to-get-high-quality-backlinks-in-2024/
Curious about what a social media manager really does? Our latest presentation breaks down the key responsibilities and daily tasks of this dynamic role. Want to understand more about this essential position? Read the full deck now!
Full blog here - https://digitalmarketingphilippines.com/what-does-a-social-media-manager-do/
10. Sample 1 – TheCoolist
From 800,000 to over 3,000,000 clicks a month.
Over 450,000 new ranking queries.
Language: English
Industry: Generic
TheCoolist.com
13. Design a Semantic Content
Network
Topical Map + Semantically Organized Content Network with a Knowledge Base
14. Nothing is Random in a Semantic Content Network
Contextual Vector + Contextual Hierarchy + Contextual Structure +
Contextual Connection + Contextual Coverage and Flow
Every heading, paragraph,
anchor text, list item, sentences
before listings, sentences after
listings,
First sentence after heading,
anchor texts, anchor text
positions, tables, table columns,
question and answer formats...
Everything is about context in
Semantics.
15. Sample 2 - Svalbardi
We sell a botle of water for 90 Euroes. My favourite business model.
A Shopify Store with 27 Articles with Semantics
16. Get Classified with Top
Authorities
Language: English
Industry: Luxury Water
Understand Macro Semantics (Topical Map + Context Distribution)
21. How to Take Authority of
another website?
One of the 23 SEO Case Study.
• Get associated with the Top Authority Websites.
• Create Site-wide Topical Entries and Context
Vectors.
• Get most of your traffic from the most important
topic.
• Outrank the top authorities to use Algorithmic
Hierarchy.
Optimize Macro and Micro semantics.
29. Where you get traffic determines main
topic of website.
Website A
Has 999 pages about Porn Has 1 page about Bible
Has 1 sessions for these 999 pages.
Has 1 million organic sessions for this
single page.
Is this a Porn or Bible website?
30. Link most Quality Web pages from
Homepage for Targeted Topics
Understand Quality Nodes.
37. Algorithmic Authorship and Content Engineering
Art of organizing humans with algorithmic rules of writing,
and content structuring according to LLMs.
38. Which sentence is more relevant?
Query: ‘What is a penguin’
Penguin is a flightless seabirds with flippers instead of wings that live almost
exclusively below the equator.
Penguin is a flightless seabirds that live almost exclusively below the equator.
Penguin is a flightless seabirds that live almost exclusively below the equator and they
have flippers instead of wings.
Sentence 1
Sentence 2
Sentence 3
Query: ‘Where does a Penguin Live?’
39. Prioritize Attributes and Contexts
Interrogative Term: ‘Where’ is a signal for place.
Penguins live below the equator, in the X, Y, Z geographies because their flippers and flightless
Seabirds nature provide.....
Query: ‘Where does a Penguin Live?’
40. Prioritize Attributes and Contexts
Learn Query Processing,
and Understanding.
What happens if query is a single word
Like, ‘Penguin’?
41. “Understanding” is needed.
• Google focused on
“Understanding”.
• Microsoft Bing followed the
same purpose, and created
“Satori”.
42. “Understanding” is needed.
• It is not about Stuffing
Entities.
• It is about Creating a
Knowledge-base in the form
of Content.
54. Optimize for Large Language Models, not
for Blind Librarians
Information Retrieval Information Extraction
• Query to Document Relevance
• Document to Query Relevance
• Document to Document Similarity
• Query to Query Similarity
• Query to Question, and Question to
Answer.
• Focus on Question and Answer
Generation for IR.
55. Generate Unique Questions
Information Responsiveness
Information Responsiveness is involving
the respective entity, attribute,
Value combinations with a macro and
micro context distribution across multiple
Semantically organized content network
to prove overall quality and relevance of
information.
56. Sample 9 – Entity Identity Creation
Use Information Responsiveness, Quality and Accuracy to
Change Google’s perception against Popular and High-level
PageRank sources.
If you can convince Google that ‘X is Y’ but not ‘Z’ with semantics,
İt means that your topical map will be knowledge base.
A website will rank only if they are similar to you.
Make your competitors imitate you.
67. LLMo Optimization for SEO
1. Fine-tune a LLM.
2. Create a Topical Map.
3. Create a Semantic Content Network.
4. Generate Content
5. Include Human Effort
6. Improve your Knowledge Base
7. Make your website a Speaking AI.
Human Effort with Microsemantic Optimization is must.
72. Optimize for Web Entity, not Website
Web Entity:
Website
Social Media Accounts
CEO
Teammates
Products
Sub-brands
Departments
Local Address
Environmental Policy
Scholarship
Website:
...
74. The SEO who understands,
not the SEO who imitates.
75. Semantics are Language Agnostic.
Source: Facilitating communications with automated assistants in multiple languages
76. Cross-lingual Embeddings for Semantic Search
A Cross Lingual Embeddings Example for the Sentence
‘Semantic search is an opportunity for Conversational Generative AI Search.’
77. Some Research Papers and Patents from
Google
Word Embeddings with Semantic Distance and Context Associations.
78. Some Research Papers and Patents from
Google
Word Embeddings with Semantic Distance and Context Associations.
79. Some Research Papers and Patents from
Google
Word Embeddings with Semantic Distance and Context Associations.
80. Some Research Papers and Patents from
Google
David C. Taylor – Context and Knowledge Domains with Embeddings
81. Some Research Papers and Patents from
Google
Hexagon is connected to Ultrasonic.
Ultrasonic is not a primary connection to Hexagon.
82. Some Research Papers and Patents from
Google
«Hexagon» is an «Ultrasonic Wave» type.
83. Some Research Papers and Patents from
Google
‘Quartz’ and ‘Cleaner’.
Macro Context: ‘Industrial Ultrasonic Cleaning Machines‘.
84. How to Understand Language Models and
Semantic Connections within them
‘Quartz’ and ‘Cleaner’.
86. How to Understand Language Models and
Semantic Connections within them
‘Cleaner’ and ‘Ultrasonic’.
87. How to Understand Language Models and
Semantic Connections within them
‘Quartz’ and ‘Ultrasonic’.
88. How to Understand Language Models and
Semantic Connections within them
‘Quartz’ and ‘Ultrasonic’.
• ‘Quartz’ and ‘Ultrasonic’.
• Macro Context: ‘ Quartz Ultrasonic
Absorption and Measurement‘.
• Micro Context: Ultrasonic Cleaning for
Qaurtz Surfaces
• Zertec and its Products is signifier.
89. What is Large Language Model Optimization?
A Language Interpretiy Tool by Google is published. You can check ‘Word Compositionality’ and ‘Embeddings’
for certain contexts.
90. How to Understand Language Models and
Semantic Connections within them
Large Language Model Optimization and Answer Engine Optimization are different technical expressions for
Semantic Search Engine Optimization.
Sequence Modeling (Word Compositionality Modeling)
İs backbone of Semantic SEO.
• What is the possibility of ‘Cat’ appears with predicates of
‘chase’, ‘eat’, or ‘fly’?.
Optimize Sequences of Words. (Sequence Modeling).
91. How to Understand Language Models and
Semantic Connections within them
A manual exercise for ‘sensing search engine’
92. An Example of Relevance Configuration
‘Financial Advisor helps families to achieve financial independence.’ ‘Families achieve financial independence with the help of the financial
advisor.’
Macro Context: ‘Financial Advisor’ Macro Context: ‘Family Economics’
Possible Search Queries: ‘Financial Advisor + Family’
Possible Representative Question: ‘What does
Financial Advisor help families for?’
Possible Search Queries: ‘Family + Financial Independence’
Possible Representative Question: ‘How does a
family achieve financial independence?’
93. How to Understand Language Models and
Semantic Connections within them
‘Purple Yam’ -> ‘Sweet Potatoes’
105. There is no difference between keyword stuffing
and entity stuffing.
Gibberish is gibberish.
What is a Blind Librarian?
106. Sources for Future AI Search with
Conversations
• Generation of text segment dependency analysis using neural networks
• Facilitating communications with automated assistants in multiple languages
• Processing techniques for text capture from a rendered document
• Training and/or determining responsive actions for natural language input using coder models
• Automatically determining language for speech recognition of spoken utterance received via an automated assistant
interface
• Non-deterministic task initiation with personal assistant module
• Systems and methods for biomechanically-based eye signals for interacting with real and virtual objects
• On-device projection neural networks for natural language understanding
• End of query detection
• Voice recognition system
• Annotations in software applications for invoking dialog system functions
• Enhancing functionalities of virtual assistants and dialog systems via plugin marketplace
• Determining Dialog States for Language Models
• Parameter collection and automatic dialog generation in dialog systems
107. Google merged with
Oingo
• Company started to focus on “Information Extraction”, not
to “Information Retrieval” and “PageRank”.
• Oingo is the inventor of Open Information Extraction.
• Open Information Extraction is to create a structured data
network from prose-type content.
• It requires to create a “Knowledge Base”.
108. Sergey Brin tried first
Semantic Search Engine
attempt in 1999.
• The First Semantic Search Engine Patent is filled in
2001.
• It focused on “Patterns” and “Relations” in databases.
• It didn’t work out due to high cost, low confidence.
109. Authors, Books, HTML Tags,
URL Patterns, and Queries
• Books and Authors (Tuples) were the first trial of
the Semantic Search Engine creation.
• But there were problems; fake authors, wrong
titles, wrong genre names.
Source: Extracting Patterns from Databases, Sergey Brin
110. DUAL Iterative Pattern
Extraction became a norm.
• Sergey Brin suggested using “Dual
Iterative Pattern Extraction
(DIPRE).
• Dual means a “tuple” in the form
of an “entity” and an “attribute”.
• Pattern recognition became a
fundamental step for semantic
search.
111. Google didn’t give up.
• They created “Phrase-posting” lists for
different contexts.
• They extracted “Co-occurrences” to
construct a Proximity Search methodology.
• They used tokenization, lemmatization,
and stemming for words.
• They have used TF-IDF, BM25, and Query
Likelihood models.
• They have invented Word2Vec, and GlovE.
• But none of these were good enough to
change the state from “Blind Librarian” to
“Understanding Search Engine”.
112. Is TF-IDF so good? No…
TF-IDF helps SEOs for many years to understand Document
Statistics, but it has some flaws.
• Longer Documents has “Higher Relevance” for TF-IDF.
• Document Frequency (Corpus Size) manipulates the
results.
• Term Frequency for X is 50, Document Size is 50,
Relevance 0.
• Term Frequency for X is 50, Document Size 51,
Relevance 1%.
• Term Frequency for X is 50, Document Size 5001,
Relevance is 90%+.
• Term Frequency is 500 (Because document is longer),
Document Size is 900, relevance will be increased
further.
We are still blind.
Source: Christophher D.
Manning, and Prabhakar
Raghavan
113. Is B25 so good? No…
A document that mentions “cat” 60 times is
not twice more as relevant as a document
that mentions “cat” 30 times.
• BM25 has an extra parameter (k1) to
normalize “term saturation”.
How about short articles?
• BM25 finds short articles more relevant.
• Long-form articles lost relevance.
We are still blind.
Source: Christophher D.
Manning, and Prabhakar
Raghavan
Term Saturation x Term Stuffing
114. An example of Lexical
Search
If query has both “USA” and “Moon”, the phrase posting list
Moon -> 24, 66, 54, 21, 09, 43, 421
USA -> 42, 31, 56, 72, 31, 54, 51
• 54 exists on both inverted index.
• “…. Bla bla bla bla….. Moon…… bla bla bla USA….. Bla bla bla…..
• We are still blind.
115. Lastly, Query Likelihood …
What is the possibility of ‘Query terms’ to appearing in a
document?
Query Likelihood is a transition between ‘Lexical Search’
and ‘Semantic Search’.
But still, it doesn’t understand.
Transition starts with LLMs.
116. “Understanding” is needed.
• Google focused on
“Understanding”.
• Microsoft Bing followed the
same purpose, and created
“Satori”.
117. “Understanding” is needed.
• It is not about Stuffing
Entities.
• It is about Creating a
Knowledge-base in the form
of Content.
120. Google didn’t give up.
“The destiny of [Google’s
search engine] is to become
that Star Trek computer, and
that’s what we are building.”
- Amit Singhal
121. Google didn’t give up.
“Google is
designed for
users, not for
websites.”
- Lawrance Page
122. How to Understand Language Models and
Semantic Connections within them
‘Purple Yam’ -> ‘Sweet Potatoes’
123. How to Understand Language Models and
Semantic Connections within them
‘Breville Juicer’ -> ‘Product’ + ‘Book’ Search