Embeddings for Marketers: Mapping Topic Space and Finding Gaps
An embedding is essentially a list of numbers that captures the meaning of some text (). You can think of it as placing each article or topic on a...
Articles, guides, and insights on content marketing, SEO, and growth.
An embedding is essentially a list of numbers that captures the meaning of some text (). You can think of it as placing each article or topic on a...
Content gap analysis is a method for finding what information, answers, or pages a website is missing compared with what users want or what competitors provide. It involves reviewing the content you already have, studying competing sites, and spotting questions or search queries that aren’t well covered by your pages. The process pulls data from analytics, keyword research, customer questions, and competitor pages to reveal clear opportunities. These opportunities can be whole subject areas you never addressed, parts of a subject covered too shallowly, or content formats users prefer that you don’t offer. By identifying gaps, you can prioritize what to create next instead of guessing which ideas will matter. When you fill those gaps with thoughtful, useful content, you’re more likely to attract visitors, answer real user needs, and improve search visibility. It also helps product and support teams see where customers struggle or what information they expect. Regularly checking for gaps prevents duplicated effort and keeps your site organized and relevant. In short, content gap analysis turns guesswork into a prioritized plan for making content that people actually need and will find valuable.