The risk of coverage error in social media research was demonstrated by researchers who modelled both sentiment expressed and vehicle source.14 The results show that the inferences marketing researchers obtain from monitoring social media are dependent on where they “listen.” Though it is typical for social media research to mine data from a single social vehicle and/or to aggregate data from several sources, both approaches can lead to faulty and misleading results due to coverage error. Sampling refers to the process a researcher uses to select specific cases from a sampling frame for inclusion in a study. It is almost always used in research because in most cases it is financially or logistically impossible to use a census. That’s especially true for social media that literally include several platforms, thousands of sites, millions of pages and profiles, and zillions of individual pieces of content that could serve as data. A
SEO stands for “search engine optimization.” In simple terms, it means the process of improving your site to increase its visibility when people search for products or services related to your business in Google, Bing, and other search engines. The better visibility your pages have in search results, the more likely you are to garner attention and attract prospective and existing customers to your business.
How does SEO work?
Search engines such as Google and Bing use bots to crawl pages on the web, going from site to site, collecting information about those pages and putting them in an index. Think of the index like a giant library where a librarian can pull up a book (or a web page) to help you find exactly what you’re looking for at the time.
Next, algorithms analyze pages in the index, taking into account hundreds of ranking factors or signals, to determine the order pages should appear in the search results for a given query. In our library analogy, the librarian has read every single book in the library and can tell you exactly which one will have the answers to your questions.
Our SEO success factors can be considered proxies for aspects of the user experience. It’s how search bots estimate exactly how well a website or web page can give the searcher what they’re searching for.
Unlike paid search ads, you can’t pay search engines to get higher organic search rankings, which means SEO experts have to put in the work. That’s where we come in.
Our Periodic Table of SEO Factors organizes the factors into six main categories and weights each based on its overall importance to SEO. For example, content quality and keyword research are key factors of content optimization, and crawlability and speed are important site architecture factors.
The newly updated SEO Periodic Table also includes a list of Toxins that detract from SEO best practices. These are shortcuts or tricks that may have been sufficient to guarantee a high ranking back in the day when the engines’ methods were much less sophisticated. And, they might even work for a short time now — at least until you’re caught.
We’ve also got a brand new Niches section that deep-dives into the SEO success factors behind three key niches: Local SEO, News/Publishing, and Ecommerce SEO. While our overall SEO Periodic Table will help you with the best practices, knowing the nuances of SEO for each of these Niches can help you succeed in search results for your small business, recipe blog, and/or online store.
The search algorithms are designed to surface relevant, authoritative pages and provide users with an efficient search experience. Optimizing your site and content with these factors in mind can help your pages rank higher in the search results.