This note preserves the original context of the Facebook post. Some tools, interfaces, and external links may have changed.

This post summarizes several working methods that SEO workers began to try in the early days of ChatGPT’s popularity.
Case studies include using prompt words to assist technical SEO, organizing content, analyzing keywords and competitors, and using translation tools to lower the threshold for reading English materials.
The common point in these cases is not to treat the model as an automatic text production machine, but to first break the work into steps that can be checked, and then let the model assist in generating drafts, categories, or research directions.
Most of the original links are articles and tool introductions from 2023, and the interface, model capabilities, and service status may have changed.
Therefore, what remains here is an early observation: when AI tools enter SEO work, what really needs to be accumulated is problem definition, judgment and verification capabilities.
Links mentioned in the original post
Related reading
SEO e-Newsletter Issue 52 – 2022.03.01~2022.03.15
This e-newsletter has two specially recommended contents. The sixth demo video shows how to produce articles in a short time. It also comes with a Jin Yong content generator to give everyone a better understanding of the development of machine-produced content in the Chinese language. The other is the SEO winner website analysis video launched by Ahrefs, which analyzes how DoorDash’s website defeats its opponents and maintains victory in search.
SEO e-Newsletter Issue 55 – 2022.04.16~2022.04.30
Happy Labor Day to everyone! There is nothing particularly novel in this issue, and several of them are related to AI-produced content. Although long-term readers of Digital Engine may find it repetitive, I hope you can take some time to read the sixth article about content SEO. It is suitable for reflection on what you are doing and the irreplaceability of these jobs in the next 3 to 5 years. Enjoy!
SEO Newsletter Issues 70–71 – 2022.12.01–2022.12.31
Happy New Year, everyone! December brought more Google Search changes and announcements than I expected. With ChatGPT taking off, more people also realized that AI is not as far from maturity as we may have thought. The final two items—one exploring AI applications in SEO and another surveying what content marketers think about AI—are both fascinating.
An early attempt to generate SEO Bookmarklet using ChatGPT
A record of how to use natural language to generate social posts for the browser bookmarklet tool after ChatGPT became popular and link them back to existing Bookmarklet articles on the website.
After AI Anxiety: From Worrying about Being Replaced to Starting to Understand Tools
A more personal record, talking about the uneasiness caused by AI, the impact of sharing tools with friends, and how your mentality changes after you really start to understand it.
uses Style Transfer, Few-Shot and LoRA for product description
A community post recording e-commerce product description experiments, from prompt words, example learning to LoRA fine-tuning, sorting out the cost and control of different methods.