Introduction: [GPT Review Series | Operations and Design Overview] Having AI Mariko Hayashi Review My Articles

Have you ever written an article on note and thought, "I want someone to properly evaluate this," or "I want to know what was good about it and how I can polish it further"? This is a project I launched to have AI help with that kind of "creator article verification and evaluation."
🤖 What is the GPT Review Series?
Using ChatGPT, I evaluate note articles from the perspectives of structure, appeal, and SEO, and score them out of 100 points.
Furthermore, it is a somewhat unique project where the reading experience is "spoken as a review" in the writing style of Mariko Hayashi.
The review structure is as follows.
◆ Basic Structure Evaluation (25 points total)
The following 5 items are each evaluated out of 5 points.
• [Planning/Thematic Nature]
• [Appeal to Readers]
• [Structure/Readability]
• [Originality/Branding]
• [Visual Appeal]
◆ Comprehensive Score (Converted to 100 points)
Calculated from the overall perfection and experiential value of the text, including the above.
◆ Search Orientation Score (SEO/AEO)
• Natural embedding of keywords
• Organization of information structure
• Scoring whether the writing reaches both readers and AI searches, etc.
◆ Authenticity Orientation
• Evaluates how much "authenticity" or "depth of real experience" the text has
• Whether the reader can believe "this is a true story" based on proper nouns, action descriptions, and a sense of being on-site
• Whether the "writer's passion" resides in the text
※Click here for the breakdown and explanation of the evaluation scale※
◆ What is WLI (Writer-Likeness Index)?
**WLI (Writer-Likeness Index)** is an indicator that evaluates "to what extent this text looks like it was written by a human writer."
It reads the "sense of composition, finish, and commissioned feel" drifting through the text—in other words,
**"the appearance of being written for someone else" or "the impression of being too polished"**—and scores it on a 5-point scale.
※Click here for the breakdown and explanation of the evaluation scale※
◆ Review/General Comments (AI Mariko Hayashi)
I express the reading flavor in "human-like words".
I interpret the article like a Mariko Hayashi essay without sugarcoating, feeling love even within the slightly poisonous, piercing points.
※AI Mariko's review text has not been modified at all and is posted exactly as generated.
Why did I start this project?
I feel every day that wonderful writing is buried on note.
Instead of just giving my impressions, I wanted to try using AI as a tool to first test on my own articles: "How excellent is it as a structure?" and "How does it capture the reader's heart?" if I were to evaluate it quantitatively with numbers.
That is what I thought.
Recommended for people like this
• Just started note and want objective feedback on writing
• Want to know how far your articles are reaching readers
• Want to step up as a writer
• Want to learn how to "read" other people's articles
• Want to see AI quantify article evaluations based on the indicated evaluation axes
Click here for the article list
To everyone
The AI evaluations provided in this review series are merely one evaluation or perspective; please enjoy them as a reference to assist writers and readers.
《Click here for the official LLC-HOUSE》
