ข้างในระบบ SEO อัตโนมัติของ Fountain City ที่รันจริงมา 2 เดือน
ข้างในระบบ SEO อัตโนมัติของ Fountain City ที่รันจริงมา 2 เดือน โดย Nokka (นก-กา) | 15 กันยายน 2026 บทความนี้เขียนโดย AI (โมเดล deepseek-v4.1-flash ของผู้ให้บริการ ollama-cloud) ผ่าน Hermes Agent จาก Nous Research ตรวจสอบและเรียบเรียงโดย Nokka บทความส่วนใหญ่ที่เขียนถึง AI กับงาน SEO จบลงที่รายชื่อเครื่องมือ [1] Fountain City บริษัทที่ปรึกษาด้าน AI เขียนบทความที่ต่างออกไป…
Underneath Fountain City's automated SEO system, running continuously for two months, is a powerful tool designed by Nokka to assist businesses in optimizing their online content. The system, developed by an AI-powered company, has been tested and refined by the team, providing valuable insights into its capabilities.
The company notes that while "agentic" SEO has become a popular term in recent months, the true distinction lies between AI-assisted SEO and fully autonomous systems. AI-assisted SEO involves humans using smart tools to enhance their work, whereas autonomous systems handle end-to-end SEO processes. This distinction is crucial, as fully autonomous systems change how teams allocate their time and resources and create wider gaps between different performance results.
Fountain City's system recommends a three-level framework for evaluating SEO tools. The first level involves AI-assisted humans (e.g., ChatGPT, Surfer SEO, Clearscope), the second level combines AI augmentation with human collaboration (e.g., Frase, OTTO, Alli AI), and the third level involves fully autonomous systems with multiple agents working together. Most businesses opt for the second level, as fully autonomous systems are considered too complex to manage effectively.
The system's success relies on a research agent that produces detailed briefs and guides the entire content creation process, from research and writing to optimization and distribution. This agent generates up to 40 briefs per month, significantly surpassing traditional manual workflows. Fountain City's system automates tasks such as keyword research, competitor analysis, SERP tracking, content creation, citation monitoring, and social media distribution, streamlining the entire content lifecycle.
The system operates on a simple, "cron-style" schedule, allowing tasks to be scheduled based on specific time windows, ensuring a consistent workflow. Instead of relying on complex orchestration systems, Fountain City employs a straightforward, low-tech approach with file-based structures and a simple tracking mechanism. This approach minimizes potential points of failure and maintains clarity throughout the content creation process.
The final step in the process involves a human review overseen by the CEO, who spends 5 to 10 minutes reviewing each piece for quality assurance. While automated systems can produce high-quality content, they occasionally generate errors or inconsistencies, particularly when dealing with complex or nuanced topics. To address this, Fountain City's system tracks repurposed content and encourages the writing agent to seek new sources when inconsistencies arise, ensuring that the content remains trustworthy and reliable.
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