How to create article outlines with AI based on Google’s Top 10
Use this guide and script to automate SEO content research to generate article outlines using AI, APIs and top-ranking page analysis.
Dave Davies is the Lead SEO for the Machine Learning Operations company Weights & Biases. He got his start in SEO in the early 2000s and in 2004 co-founded Beanstalk Internet Marketing with his wife Mary, who still runs its day-to-day operations. He hosts a weekly podcast, speaks regularly at the industry's leading conferences, and is proud to be a regular contributor right here on Search Engine Land.
Use this guide and script to automate SEO content research to generate article outlines using AI, APIs and top-ranking page analysis.
Dave Davies | Nov 19, 2024 at 10:00 am ETLearn about Google's research into end-to-end query term weighting and how this model could eventually improve search rankings.
Dave Davies | Sep 13, 2023 at 1:41 pm ETKey SEO takeaways from Google's 2020 paper on how text-generation models can be successfully used to detect low-quality content.
Dave Davies | Feb 1, 2023 at 8:00 am ETTools make every SEO practitioner's life more manageable. Here are some recommendations to consider as you build your SEO toolkit.
Dave Davies | Jan 27, 2023 at 9:00 am ETThere's more to algorithms than Google. Learn about advances in machine learning, how they're used today, and what's in it for you.
Dave Davies | Oct 6, 2022 at 6:00 am ETLearn how you can predict traffic changes and forecast when periods of stagnation or negative growth are to be expected.
Dave Davies | Jun 30, 2022 at 8:00 am ETWant to understand how machine learning impacts search? Learn how Google uses machine learning models and algorithms in search.
Dave Davies | May 2, 2022 at 6:00 am ETHere are a few tips to add to your SEO strategy to generate short-term wins during this holiday season.
Dave Davies | Oct 31, 2018 at 7:30 am ETContributor Dave Davies shares a case study that shows how smart internal link building and targeted SEO can have a significant impact on rankings and traffic.
Dave Davies | Aug 27, 2018 at 12:39 pm ETWith over 59% of websites using WordPress as a CMS, optimizing them to load quickly is a good idea. Contributor Dave Davies walks through key steps and shows how to optimize a WordPress site for Google PageSpeed.
Dave Davies | Aug 14, 2018 at 10:34 am ETContributor Dave Davies deconstructs a new Google patent that covers how machine learning can predict a ranking signal value when the value is unknown.
Dave Davies | Jul 5, 2018 at 12:37 pm ETContributor and patent explorer Dave Davies reviews a recently-presented paper that suggests Google is grouping entities and using their relationships to listen for better answers to multipart questions.
Dave Davies | Jun 1, 2018 at 11:55 am ETContributor Dave Davies takes the guesswork out of determining what type of content will resonate with an audience by creating Excel formulas to help determine what a searcher may be looking for.
Dave Davies | May 2, 2018 at 10:06 am ETContributor Dave Davies pulls key points from a newly awarded Google patent on related entities and points out the ranking benefits of strengthening entity associations in your SEO and link-building efforts.
Dave Davies | Apr 5, 2018 at 1:00 pm ETContributor Dave Davies explains the many layers and aspects of Google Voice Search and how to optimize your content for it.
Dave Davies | Mar 13, 2018 at 11:54 am ETWhat does 2018 have in store for search marketers? Columnist (and time-traveler) Dave Davies pays a visit from the future to share what this year's major search developments will be.
Dave Davies | Jan 10, 2018 at 1:53 pm ETMaking big changes to your website structure? Columnist Dave Davies shares a data visualization method that can help you predict what effect your proposed site structure changes will have on SEO performance.
Dave Davies | Dec 13, 2017 at 1:46 pm ETLooking for insights not easily gleaned through spreadsheets and raw data? Columnist Dave Davies explains how to use Gephi, a data visualization tool, to create a visual representation of your site structure with regard to inbound link strength.
Dave Davies | Oct 5, 2017 at 1:25 pm ETWhile general SEO wisdom is applicable if you're running a restaurant website, contributor Dave Davies digs into the details of the options available especially for this business category.
Dave Davies | Aug 23, 2017 at 10:59 am ETHitting the search conference circuit this year? Columnist Dave Davies has tips and advice for making the most of the experience.
Dave Davies | Jun 28, 2017 at 10:57 am ETHow might Google utilize reviews to improve their understanding of entities -- and produce more personalized search results? Columnist Dave Davies explores current trends and makes predictions about where the future is headed.
Dave Davies | May 31, 2017 at 9:55 am ETEven the most intelligent people can make decisions based on incorrect assumptions. Columnist Dave Davies breaks down three SEO myths that even rational people believe.
Dave Davies | May 5, 2017 at 9:53 am ETIn a follow-up to his last article, columnist Dave Davies explores a Google patent on guided purchasing, which describes how smartphone behaviors and user data could be used to predict and direct purchase behavior.
Dave Davies | Apr 18, 2017 at 12:25 pm ETColumnist Dave Davies does a deep dive into a recently granted Google patent that describes how your data and context could be used to influence your future actions.
Dave Davies | Apr 11, 2017 at 12:00 pm ETWhat defines quality content, and how can its value be quantified? Columnist Dave Davies reviews studies done on this topic and presents his conclusions.
Dave Davies | Mar 8, 2017 at 11:08 am ETIt's February, and you know what that means -- the holidays are just around the corner! Okay, maybe not, but columnist Dave Davies explains why now is actually the ideal time for SEOs to start preparing for holiday season 2017.
Dave Davies | Feb 8, 2017 at 10:46 am ETColumnist Dave Davies explains a recent Google patent which hints at how the search engine processes entity information to answer questions. This can provide hints into how SEOs can structure their content to be deemed relevant.
Dave Davies | Jan 13, 2017 at 10:50 am ETUnderstanding the impact of machine learning will be crucial to adjusting our search marketing strategies -- but probably not in the way you think. Columnist Dave Davies explains.
Dave Davies | Dec 15, 2016 at 1:15 pm ETPut off your 2016 holiday SEO strategy until now? While it may be too late to capture those big-budget keywords, columnist Dave Davies shows that there are still some tactics you can use to gain some SEO traction this holiday season.
Dave Davies | Nov 16, 2016 at 11:51 am ETWhat should SEOs do to make the best of the new Penguin update? Perhaps not much. Columnist Dave Davies notes that while Penguin 4.0 was indeed significant, things ultimately haven't changed that much.
Dave Davies | Oct 27, 2016 at 10:35 am ETColumnist Dave Davies takes a deep dive into a recently published Google patent for clues on how the search giant is thinking about social signals and search results.
Dave Davies | Oct 7, 2016 at 11:41 am ETSEOs often focus heavily on accumulating inbound links, but don't overlook links within your site. Columnist Dave Davies shares his guide for how to structure your site's internal links.
Dave Davies | Aug 24, 2016 at 1:13 pm ETIn the final installment of his three-part series on how to conduct a thorough SEO audit, columnist Dave Davies talks about assessing off-site factors and addressing the issues found therein.
Dave Davies | Jul 27, 2016 at 10:30 am ETIn part two of his three-part series on conducting a thorough SEO audit, columnist Dave Davies explains how to ensure that you have the right content optimized the right way.
Dave Davies | Jun 29, 2016 at 12:26 pm ETIn the first of his three-part series on SEO audits, columnist Dave Davies explores the technical aspects he reviews when conducting an audit.
Dave Davies | Jun 1, 2016 at 11:09 am ETNeed to get rid of problematic or unnatural backlinks and not sure where to begin? In this helpful how-to, columnist Dave Davies outlines his process for performing a manual backlink audit.
Dave Davies | May 4, 2016 at 10:10 am ET