This content originally appeared on HackerNoon and was authored by Thomas Cherickal
The secret to unlocking viral content in the age of AI isn't just about having a brilliant idea.
It's about articulating that idea to your artificial intelligence counterpart with masterful precision.
This piece will dissect the anatomy of a superior AI prompt, demonstrating the stark contrast between a bland, manually created directive and a strategically engineered one.
We will explore this difference through concrete examples in image generation, and finally, by revealing the very prompt used to create this article.
:::tip Prepare to witness how the quality of your input directly dictates the virality of your output.
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The Great Divide: Manual vs. AI-Crafted Prompts
At its core, the difference between a manually created prompt and an AI-optimized one lies in the level of detail and contextual understanding provided to the AI.
A manual prompt is often a simple, top-of-mind request, lacking the nuance and specific parameters that guide the AI toward a truly exceptional creation.
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:::info Conversely, an AI-optimized prompt is a comprehensive set of instructions, a blueprint that leaves little to chance.
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Key Differentiators:
Specificity and Detail:
Manual prompts are often vague (e.g., "a picture of a futuristic city").
An AI-optimized prompt will provide rich detail, specifying the time of day, architectural style, color palette, and even the mood (e.g., "a hyper-realistic, cinematic shot of a futuristic cyberpunk city at midnight, drenched in neon-purple and electric-blue light, with flying vehicles leaving light trails against a backdrop of towering, Blade Runner-inspired skyscrapers").
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Context and Persona:
A powerful technique in prompt engineering is to assign the AI a persona.
Instead of just asking for an article, you might instruct the AI to "act as a seasoned tech journalist and expert in AI content creation." This immediately frames the desired tone, style, and depth of the output.
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Structure and Formatting:
An optimized prompt will often include a desired structure, complete with headings and subheadings.
This ensures a logical flow and makes the content more readable and engaging for the audience.
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Negative Prompts:
Advanced prompts can also include "negative prompts"—instructions on what to avoid.
For images, this might be "no blurriness, no extra limbs." For text, it could be "avoid jargon, do not use a passive voice."
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Image Generation: From Bland to Breathtaking
The difference in output between a basic and an advanced prompt is most visually striking in image generation. Let's examine two examples.
Example 1: The Enchanted Forest
Bland Manual Prompt: "
An enchanted forest, magical, in the style of the LOTR movies, elven residence in Rivendell."
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Human Prompt Output:
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Prompt to create the AI prompt:
Create an AI generation prompt to replicate the elven residence in Rivendell from the LOTR movies, there should be a sunrise, the image should be photorealistic and be fantastically beautiful, stunning, and awe-inspiring. Create an AI art prompt.
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AI-Generated Prompt:
"Photorealistic cinematic view of Rivendell at sunrise, ethereal elven architecture seamlessly integrated into a lush valley landscape, elegant curved bridges spanning crystal-clear waterfalls, ornate elvish buildings with flowing organic lines carved from white and pale blue stone, intricate botanical details and delicate spires rising from terraced gardens, golden sunrise light filtering through misty mountain peaks, warm amber and rose gold rays illuminating the cascading water and verdant foliage, ancient trees with twisted branches framing the composition, moss-covered stone pathways winding through the settlement, soft volumetric lighting creating magical atmosphere, morning mist rising from the valley floor, hyperdetailed textures on carved stonework and natural elements, cinematic depth of field, shot with medium format camera aesthetics, 8K resolution, fantasy realism style reminiscent of Peter Jackson's Middle-earth, breathtakingly beautiful and serene mood, masterpiece quality lighting and composition."
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AI Prompt Output:
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Example 2: The Newlywed Couple at sunrise
Bland Manual Prompt:
A sunrise with a newly married, beautiful couple on the beach wearing casual clothes staring at the sunrise and their new life together.
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Human Prompt Output:
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Prompt to create the AI prompt:
A sunrise with a newly married, beautiful couple on the beach wearing casual clothes, staring at the sunrise and their new life together. Optimize this prompt to create a stunning, realistic, awe-inspiring heavenly photo with photorealism and hyper-realism. Optimize for a stunningly beautiful sunrise and people. Add extra elements to creat a spectacular vibe to the image. Create an AI art prompt.
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AI-Generated Prompt:
"Hyperrealistic cinematic photograph of a beautiful newlywed couple standing on pristine beach at golden hour sunrise, breathtaking young woman with flowing hair in elegant casual sundress, handsome groom in linen shirt and casual pants, both gazing at magnificent sunrise over endless ocean horizon, soft warm sand beneath bare feet, gentle waves lapping at shoreline, spectacular sunrise with vibrant orange, pink, and gold rays piercing through scattered clouds, dramatic volumetric lighting creating heavenly atmosphere, rim lighting outlining the couple's silhouettes, crystal-clear water reflecting the golden sky, delicate morning mist adding ethereal quality, perfect facial features with natural expressions of love and wonder, soft ocean breeze captured in flowing fabric and hair, professional wedding photography composition, shot with 85mm lens at f/2.8, shallow depth of field with couple in sharp focus, background bokeh of sparkling water, 8K ultra-high resolution, award-winning photography quality, divine lighting reminiscent of Thomas Kinkade's luminous style, romantically intimate yet grand and awe-inspiring, masterpiece level detail in skin textures, fabric, sand, and water, heavenly golden hour color palette, emotionally powerful and visually stunning."
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AI Prompt Output:
\ Again, the specificity of the optimized prompt transforms a simple concept into a compelling piece of art, complete with a narrative and a distinct aesthetic.
Example 3: A New Graduate
Bland Manual Prompt:
Create an image of a new graduate, beautiful, full of joy, thrilled with the future that lies ahead.
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Human Prompt Output:
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Prompt to create the AI prompt:
Create an image of a new graduate, beautiful, full of joy, thrilled with the future that lies ahead, photorealistic, beautiful, stunning. Optimize the prompt above for scope, elements in the photo, beauty and stunning looks for everyone, add more joy and more elements to the picture, optimize for eye-catchiness and viral appeal. Add details to the photo to make it stunning and awesome in every way. Make the woman blonde and the picture breathtaking. Create the AI art prompt.
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AI-Generated Prompt:
"Hyperrealistic cinematic photograph of a radiant young graduate in the golden hour, breathtakingly beautiful woman with perfect features and genuine euphoric smile, wearing pristine graduation cap and gown, diploma held triumphantly in the air, surrounded by floating graduation caps tossed in celebration, confetti and flower petals swirling through the air in slow motion, spectacular university campus backdrop with historic architecture and blooming cherry blossom trees, warm golden sunlight creating magical rim lighting around her silhouette, tears of pure joy glistening on her cheeks, arms spread wide embracing the future, flowing hair caught in gentle breeze, family and friends cheering in soft background bokeh, university fountain and manicured gardens visible, dramatic sky with puffy white clouds and golden rays breaking through, professional portrait photography with 85mm lens at f/1.8, ultra-sharp focus on subject with dreamy background blur, 8K ultra-high resolution with hyperdetailed skin textures and fabric, vibrant color palette of royal blue gown against golden hour lighting, emotionally powerful composition capturing pure unbridled happiness, award-winning photography quality, Instagram-worthy viral appeal, every element perfectly balanced for maximum visual impact, inspirational and uplifting energy that radiates hope and achievement, cinematically lit like a movie poster, absolutely stunning in every detail"
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AI Prompt Output
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Video Generation: From Static to Cinematic
The same principles apply to the burgeoning field of AI video generation, where a well-crafted prompt can be the difference between a disjointed series of images and a coherent, engaging video clip.
Due to a lack of time today, I cannot provide examples, but I assure you:
:::tip After using AIs like ChatGPT and Google Gemini to create video prompts, you will never go back.
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\ Custom prompts are a cheat code to create outstanding media.
And video generation is an outstanding example.
The article below was the original inspiration for me to delegate media generation prompts to AI.
:::info I was stunned at the quality of my images, and that led me to write this article.
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:::tip And yes, I'm never going back to creating my own prompts for AI tools.
\ AI is far better at prompt engineering for media creation than we are, when the right instructions are provided.
\ It’s time we used our tools correctly.
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The Ultimate Meta-Prompt: Creating this Article
This article was created with the AI-generated prompt given below:
Prompt to create the AI prompt:
Create a prompt to write an article on how to use AI to create prompts instead of writing them manually. A 2000-word article with the intent to go viral. Provide subheadings, a logical structure, and deep insights. Create a detailed prompt to create this article and optimize for virality. Provide a role and a perspective for the AI. Add hooks and a clear structure throughout the entire article. Add as much detail as possible. Plan for a fully featured 2000-word article.
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AI-Generated Prompt
"Act as a world-class tech journalist and an expert in AI prompt engineering, with a knack for creating viral, highly engaging content. Your task is to write a 2000-word article titled 'How to Use AI to Create Prompts: A Masterclass in Prompt Engineering.' The article must be written in a captivating and authoritative tone, aimed at a broad audience interested in AI, content creation, and technology.
The core thesis of the article is that an AI-optimized prompt is far superior to a bland, manually created prompt, and the quality of the AI's output is directly proportional to the quality of the prompt.
The article must have a clear and logical flow, with the following heading structure:
- Introduction: Start with a powerful hook that explains that this very article was generated by a specific, optimized AI prompt, immediately showcasing the power of the concept. State the article's purpose: to explain the difference between manual and AI-optimized prompts and to provide concrete examples.
- The Great Divide: Manual vs. AI-Crafted Prompts: Clearly explain the key differences, focusing on specificity, context, structure, and the use of negative prompts.
- Image Generation: From Bland to Breathtaking: Provide two distinct image generation examples. For each example, present a 'Bland Manual Prompt' and an 'Optimized AI Prompt.' Describe the likely visual output of each to highlight the dramatic difference in quality.
- Video Generation: From Static to Cinematic: Provide two distinct video generation examples. For each, present a 'Bland Manual Prompt' and an 'Optimized AI Prompt.' Describe the likely video output of each to emphasize the leap in quality. [this part was edited by me because I had no time to wait for the videos to be generated. Instead, I linked to the original inspiration for this article, after which all my media generation tasks became incredible for output quality.]
- The Prompt Behind This Article: Reveal the full text of this AI prompt as a meta-example. Frame it as the "secret sauce" behind the article's creation.
- Conclusion: Your Turn to Master the Craft: Conclude with a powerful call to action, encouraging readers to move beyond simple prompts and start experimenting with more detailed and structured instructions for their AI tools. Emphasize that prompt engineering is a key skill for the future of creativity and content creation.
Virality Optimization:
- Catchy and Clickable Title: The provided title is designed to be intriguing and shareable.
- Strong, Confident Voice: The tone should be authoritative and exciting, making the reader feel like they are learning a valuable secret.
- Actionable Examples: The image and video examples are crucial for making the concept tangible and shareable.
- Meta-Narrative: The fact that the article is an example of its own subject matter is a powerful hook that will encourage sharing.
- Future-Facing Conclusion: End on an inspiring and forward-looking note.
Please now generate the article based on these instructions."
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:::info However, the text generation was not as clean as the image generation.
\ A lot of editing was required, and the article needed many changes.
\ Maybe one day AI will catch up to text generation, but it is much more capable with images and video generation as of right now.
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Your Turn to Master the Craft
The era of artificial intelligence is not about replacing human creativity but augmenting it.
The ability to effectively communicate your ideas to an AI is fast becoming a fundamental skill for creators in every field.
:::info As we have seen, the difference between a fleeting thought and a viral masterpiece can lie in the careful construction of a single prompt.
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\ The examples in this article are just the beginning.
The true potential of AI is unlocked when you, the creator, take the reins and provide clear, detailed, and imaginative instructions.
\ So, the next time you sit down to create with an AI, don't just give it a suggestion.
:::tip Make it create a blueprint for itself.
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You might be surprised at the world it builds for you.
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:::info All Images in this article were created with AI-optimized prompts at NightCafe Studio:
https://creator.nightcafe.studio/explore
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:::info Google AI Studio was used in this article with a lot of heavy editing. You can find it here:
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This content originally appeared on HackerNoon and was authored by Thomas Cherickal
Thomas Cherickal | Sciencx (2025-08-26T10:05:51+00:00) How to Use AI to Create Prompts: A Masterclass in Prompt Engineering. Retrieved from https://www.scien.cx/2025/08/26/how-to-use-ai-to-create-prompts-a-masterclass-in-prompt-engineering/
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