用 Zapier 兩分鐘3個Keywords找40頁資料，給 Gemini 引用寫 SEO 千字文

阿石OMP

1 Apr 202414:50

Summary

TLDRThe video script details a content creation process using Gemini 1.5 Pro, an AI tool with a 1 million token limit, currently available for free. The creator emphasizes the importance of thorough research, which is facilitated by Zapier for automated data collection. The video demonstrates writing an SEO article on Tesla's self-driving technology, comparing it with competitors like Waymo and others. The process involves creating an outline, writing sections iteratively, and ensuring references to the provided data. The script highlights the tool's strengths, such as its token capacity and free access, but also notes issues like occasional disobedience to commands, slow speed, and formatting inaccuracies. The creator suggests that for SEO articles, Claude 3 might be a better option due to its 200,000 token limit being sufficient for most needs. The video concludes with an invitation to a workshop on automating content creation processes to save time and improve efficiency in writing high-quality, helpful content.

Takeaways

📝 The video demonstrates using Gemini 1.5 Pro, an AI with a 1 million token capacity, for writing SEO articles, emphasizing the importance of thorough research before writing.
🌐 For local content, use the local language for research, but for global topics like health information, English is preferred due to its richer information resources.
🔍 The presenter uses Zapier for automated data collection based on different keywords, which are then compiled into Google Docs for article framework creation.
🚀 The article's subject is Tesla's Full Self-Driving (FSD) technology, and the process includes comparing Tesla with other autonomous driving companies like Waymo.
📈 Gemini 1.5 Pro's large token capacity allows for extensive reference material, but the presenter found some issues with following instructions and formatting.
🤖 The AI sometimes defaults to simplified Chinese characters and does not always follow the user's formatting requests, such as using Markdown or maintaining English for specific terms.
⏱️ The AI's response time can be slow, with some outputs taking nearly four minutes to generate.
🆓 Gemini 1.5 Pro is currently free to use, which is a significant advantage for content creators on a budget.
📉 Despite its capabilities, the presenter suggests that Claude 3 might be more suitable for SEO article writing due to its sufficient token limit and better adherence to instructions.
🔄 The process of manually collecting data and creating an article framework is time-consuming, but the presenter offers a workshop to teach automation of this process using Zapier.
✍️ The presenter emphasizes the importance of writing high-quality, helpful content rather than producing content for the sake of quantity, aligning with Google's current algorithm preferences.

Q & A

What is the primary focus of the video script?
-The video script primarily focuses on the process of writing SEO articles using an AI tool called Gemini 1.5 Pro, which has a token limit of 1 million, and the utilization of Zapier for automated data collection.
Why is Gemini 1.5 Pro currently free to use?
-The script does not specify the exact reason why Gemini 1.5 Pro is free at the moment, but it implies that it might be a promotional offer or a trial period.
What is the significance of using a VPN for users from Hong Kong?
-The use of a VPN for users from Hong Kong is significant because it may be required to access certain services or bypass regional restrictions that could prevent them from using Gemini 1.5 Pro.
Why is data collection considered the most time-consuming part of writing SEO articles?
-Data collection is considered the most time-consuming part of writing SEO articles because it involves researching and gathering information from various sources, which is crucial for creating informative and relevant content.
How does the speaker use Zapier for data collection?
-The speaker uses Zapier to automate the data collection process by setting up an automation that retrieves information from eight websites based on different keywords and compiles the data into Google Docs.
What is the purpose of using different keywords for data collection?
-Using different keywords for data collection allows the speaker to gather a wide range of information from various sources, which can then be used to create a comprehensive and well-informed article.
Why does the speaker mention the importance of knowing the local regulations when writing about immigration?
-The importance of knowing local regulations when writing about immigration is mentioned because it ensures that the content is relevant and accurate for the target audience, which in this case is assumed to be local readers.
What is the advantage of using English for data collection when the information is globally applicable?
-The advantage of using English for data collection when the information is globally applicable is that English-language sources are often more abundant and can provide a broader range of information.
How does the speaker ensure that the AI tool, Gemini 1.5 Pro, uses the provided data for the article?
-The speaker ensures that Gemini 1.5 Pro uses the provided data by instructing it to reference the given data in the article and to specify which website each piece of information is sourced from.
What is the issue the speaker encounters with Google Docs when it contains too much text?
-The issue encountered with Google Docs when it contains too much text is that Zapier seems to experience errors, possibly due to a character limit in the Google Docs API.
Why does the speaker perform a 'needle in a haystack' test on Gemini 1.5 Pro?
-The speaker performs a 'needle in a haystack' test to assess Gemini 1.5 Pro's ability to recall and find specific information within a large volume of text, which is crucial for ensuring the AI's reliability in handling extensive data.
What is the speaker's final recommendation for writing SEO articles?
-The speaker's final recommendation for writing SEO articles is to use Claude 3, which has a 200,000 token limit, as it is deemed sufficient for the task and provides better adherence to instructions and faster response times compared to Gemini 1.5 Pro.

Outlines

00:00

🔍 Automating SEO Article Writing with Gemini 1.5 Pro

The speaker discusses their experience using Gemini 1.5 Pro, a tool with a 1 million token capacity, for writing SEO articles. They highlight the importance of data collection in the article writing process, which they automate using Zapier. The focus is on writing about Tesla's self-driving technology, and the process includes comparing Tesla with Waymo, another self-driving company. The speaker also tests Gemini's recall capabilities and addresses the issue of handling large amounts of text in Google Docs.

05:02

📝 Crafting an Article Outline and Ensuring Data Accuracy

The speaker outlines their approach to creating an article outline based on the collected data and instructs the AI to reference the provided material. They emphasize the need to ensure that the AI's writing is based on the latest data and not outdated internal knowledge. The article's focus is on the breakthroughs in Tesla's autopilot technology, and the speaker checks the AI's references for accuracy. They also discuss the challenges of writing in different languages and the importance of including various competitors in the article for a comprehensive comparison.

10:03

🚀 Writing the Article and Testing Gemini's Capabilities

The speaker proceeds to write the article, instructing the AI to write each chapter sequentially while avoiding conclusions due to the article's incomplete status. They mention the process of copying completed sections to Google Docs for safekeeping. The speaker also addresses issues with the AI's adherence to instructions, such as using English for specific technical terms and formatting the output in Markdown. They conclude with their thoughts on using Gemini 1.5 Pro for SEO article writing, comparing it with Claude 3, and suggest that while AI and automation tools are valuable, they should be used to enhance the quality of content rather than for content farming.

Mindmap

Keywords

💡SEO

SEO stands for Search Engine Optimization, which is the process of improving the visibility of a website or a piece of content on search engine results pages through optimization techniques. In the video, the creator discusses using AI to write SEO articles, emphasizing the importance of data collection and the creation of a structured article framework to ensure the content is optimized for search engines.

💡Gemini 1.5 Pro

Gemini 1.5 Pro is an AI tool mentioned in the video that is capable of handling up to 1 million tokens, which is significant for processing large amounts of text data. The video creator uses this tool to write an article about Tesla's self-driving technology, highlighting its capacity to manage extensive content and data collection.

💡VPN

A VPN, or Virtual Private Network, is a service that allows users to establish a secure and private connection over the internet. It is mentioned in the context of accessing certain tools or websites that might be restricted in certain regions, such as Hong Kong, where the use of a VPN is necessary to bypass such restrictions.

💡Zapier

Zapier is an online automation tool that connects various web applications to automate tasks without coding. In the video, the creator uses Zapier to automate the data collection process for writing an article, demonstrating how it can fetch information from different websites based on specific keywords, which is crucial for the research phase of content creation.

💡Tesla FSD (Full Self-Driving)

Tesla FSD refers to Tesla's Full Self-Driving technology, which is an autonomous driving system developed by Tesla. The video's main theme revolves around writing an article about this technology, comparing it with other companies' self-driving technologies, and discussing its advancements and competitive advantages.

💡End-to-end Neural Network

An end-to-end neural network is a type of artificial neural network where input is fed forward through the layers of the network only, and the output is computed without any manual feature engineering. In the context of the video, it is mentioned as the latest technology used by Tesla in their self-driving systems, emphasizing the cutting-edge nature of Tesla's approach.

💡Waymo

Waymo is a company that specializes in autonomous driving technology and is owned by Alphabet Inc. (Google's parent company). In the video, Waymo is used as a point of comparison to Tesla's self-driving technology, highlighting the competitive landscape in the autonomous vehicle industry.

💡Content Research

Content research is the process of gathering and analyzing information relevant to a particular topic to create informed and valuable content. The video demonstrates the importance of this step in the article writing process, showing how the creator uses various tools and methods to collect data that will be used to write an in-depth article about Tesla's technology.

💡Markdown

Markdown is a lightweight markup language used for formatting text. In the video, the creator instructs the AI to output the article in Markdown format, which allows for easy conversion to HTML and integration into a website, such as a WordPress blog, for publishing.

💡Token

In the context of AI and natural language processing, a token refers to a unit of text, such as a word or a punctuation mark, that is processed by the AI. The video mentions 'tokens' in relation to the AI's capacity to handle large amounts of text, with Gemini 1.5 Pro being able to process up to 1 million tokens, indicating its ability to manage extensive text data.

💡Helpful Content

Helpful content is a term used by Google to describe content that is useful, informative, and meets the needs of users. The video touches on the importance of creating high-quality, helpful content rather than merely focusing on keyword stuffing or producing large volumes of low-quality content for the sake of search engine rankings.

Highlights

The presenter used Claude for SEO article writing in the previous video and switched to Gemini 1.5 Pro with 1 million tokens for this session.

Gemini 1.5 Pro is currently free to use, but a VPN is required for users from Hong Kong.

For SEO article writing, data collection is the most time-consuming part, not the actual writing.

The presenter uses Zapier for automated data collection based on different keywords.

The example topic discussed is Tesla's autonomous driving technology.

The importance of using the appropriate language for data collection based on the target audience's location is emphasized.

Zapier is set up to return information from eight websites for each keyword entered.

The presenter encountered an issue with Google Docs when too much text is present, possibly due to API character limits.

Gemini 1.5 Pro's recall ability is tested by finding a hidden piece of information within a large text.

Google AI Studio is used to upload documents and connect with Google Drive for content research.

The presenter found that Gemini 1.5 Pro's recall ability is average but functional.

The article's outline is created with specific sections and references to the websites used for data collection.

The presenter checks the accuracy of the references provided by Gemini 1.5 Pro to ensure data integrity.

A significant issue occurred when a link opened did not record the previous data, requiring a restart of the process.

The presenter instructs Gemini 1.5 Pro to write the article in Traditional Chinese with specific technical terms in English.

The article's framework includes an introduction to Tesla Autopilot, its version 12 update, and a comparison with Waymo and other competitors.

The presenter asks Gemini 1.5 Pro to identify other competitors to Tesla, besides Waymo, for inclusion in the article.

Gemini 1.5 Pro lists additional competitors, and the presenter adjusts the article's framework accordingly.

The presenter emphasizes Tesla's unique advantages, such as vertical integration and not relying on LIDAR or high-precision maps.

The presenter prefers to write the article in sections rather than all at once for better content quality.

Gemini 1.5 Pro's performance is evaluated, noting its large token capacity, free usage, and some limitations in following instructions and speed.

The presenter suggests using Claude 3 for SEO article writing due to its sufficient token limit and better adherence to instructions.

The presenter highlights the importance of creating helpful content over content farming and invites viewers to a workshop for learning automated processes.