Search results increasingly contain SEO-focused pages, duplicated answers and AI-generated material that can sound authoritative while misstating technical details, according to the author. Useful original sources may appear farther down results or be republished without their original context. The author attributes the trend to web incentives that reward visibility in ranking algorithms rather than accuracy, with generative AI making it cheap to create large volumes of plausible text that search systems struggle to distinguish from useful information. Several major search products now place AI-generated summaries directly in results, reducing the clicks needed to obtain an answer. The author argues that these summaries can conceal the provenance and reliability of underlying sources, leaving people who lack prior knowledge less able to identify errors. The author also contends that relying on generated answers can weaken research skills such as forming hypotheses, comparing sources and resolving disagreements between them. The same concern applies to using generative tools to bypass difficult drafting or idea generation, the author says. The author uses such tools for tasks including resume editing but distinguishes tools that extend a person's abilities from ones that replace cognitive work while retaining a sense of user control. Product optimization for engagement and convenience has reduced the friction that once prompted people to assess sources and develop their own conclusions, the author argues.

JSON-LD, or JSON Linked Data, is a format that adds structured data to webpages, helping web crawlers understand the semantic structure of a site. Implementing JSON-LD can enhance link previews and potentially improve search rankings.

The Website Specification outlines essential technical features for effective websites, covering elements from metadata to security protocols. It categorizes requirements into ten areas, including foundations, SEO, and accessibility, aligned with widely-accepted standards.

RSS feeds can generate more traffic to personal websites compared to Google search. A blog writer observed that their site traffic primarily comes from web feeds rather than traditional SEO methods.

In 2026, Gavriel Cohen reports that his open source project, NanoClaw, is losing SEO visibility to a fake website that ranks second in Google search results. Despite having 18,000 GitHub stars and coverage from major outlets, his actual website does not appear in the top five pages of search results.