FULLFACT Inc. has released a practical guide (white paper) for SEO content operations titled "Manual Mass Production or AI x Editing System" for free. This guide is designed to help overcome the dilemma of either compromising quality when trying to increase volume or halting production when trying to maintain quality. It outlines how to divide the four processes of planning, writing, reviewing, and publishing between AI and human effort. Background: Operations Tend to Stall Regardless of Which Extreme is Chosen SEO content operations currently tend to fall into two stagnant situations. When trying to manually maintain a high volume of content, human judgment is involved in all processes—planning, writing, editing, and internal linking—which often leads to production hitting a ceiling. On the other hand, focusing solely on quantity through AI generation can result in inconsistent quality across sections, leading to time-consuming reviews and an inability to withstand changes in search engine evaluation criteria. It has been pointed out that Google search is increasingly deprioritizing content lacking originality. Instead of choosing between prioritizing volume or quality, a realistic compromise to maintain operations is to redesign the process by dividing the four stages of planning, writing, reviewing, and publishing into "areas for AI implementation" and "areas requiring human judgment." What You Can Learn from This Guide Criteria to determine where your company's operations fall among "manual mass production," "unsupervised AI generation," and "AI x editing system." How to divide roles between AI and humans for the four processes of planning, writing, reviewing, and publishing. A 5-step pipeline to maintain production volume (from Topic Cluster design to internal link implementation). A quality assurance design based on four pillars: E-E-A-T, spam countermeasures, unique data, and internal links. Reasons why internal links break down during mass production and a m