How I use AI to batch create viral video scripts for TikTok Shop content

Author

Jackie He
February 28, 2025

One of the biggest challenges in running a successful TikTok Shop is consistently producing viral content that drives sales. Instead of brainstorming from scratch, I use AI to streamline the process and batch-create high-performing video scripts. This method allows me to quickly generate content ideas, refine them, and implement them at scale. Here’s my workflow to produce engaging TikTok videos that convert viewers into customers.

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Step 1: Find the Most Viral Videos

Before we start creating, we need to analyze what's already working. TikTok’s algorithm favors content that resonates with audiences, so studying viral videos gives us an advantage. Here’s how I do it:

  1. Go to Kalodata.com – This platform tracks TikTok Shop performance and trends, providing valuable insights into what’s working in your niche.

  2. Search for top-performing shops in your niche – Let’s use Yerba Mate as a product example, I search for similar products to see which brands are performing well.

  3. Identify the leading shop – For example, today’s top seller is “Brainista,” a brand that is selling Yerba Mate very successfully.

  4. Download their top 20 viral videos and scripts – Inside Kalodata, you can click on each video and export the script to analyze later.

  5. Compile them into a document – This serves as the foundation for our AI-powered analysis and video ideation.

By understanding what works, we can reverse-engineer successful content and adapt it to our brand.

Step 2: Use ChatGPT to Analyze and Generate 30 New Video Scripts

Now that we have a dataset of viral scripts, it’s time to let AI extract key insights and generate fresh content. Instead of reinventing the wheel, AI helps us identify patterns, structures, and high-performing video formats. Here’s the step-by-step process:

AI Prompts to Generate Viral TikTok Video Scripts

  1. Prompt 1: I sell a Yerba Mate product called Magic X. Your goal is to help me create viral TikTok videos to sell my product. First, I'm going to feed you 20 viral video scripts that are already working for my competitor. Analyze the video scripts and categorize them into five different content styles.

    • AI will categorize these into formats such as educational, testimonial-style, challenge-based, lifestyle showcase, and direct product demos.

  2. Prompt 2: On average, how many words do the video scripts have?

    • This helps us understand the typical script length for TikTok videos that perform well in this niche.

  3. Prompt 3: List out the 20 video hooks based on the scripts I shared with you.

    • Hooks are crucial because they determine whether viewers stay or scroll past your video. AI can extract the most attention-grabbing hooks.

  4. Prompt 4: Based on the hooks and the analysis, can you come up with 20 TikTok-friendly, conversational hooks for my Yerba Mate product, Magic X?

    • AI will tweak and personalize the hooks so they align with my brand’s unique selling points and tone of voice.

  5. Prompt 5: Can you now expand each hook into a full video script that has on average [XXX] words and introduces my product organically to the audience?

    • This generates complete, ready-to-use video scripts, ensuring consistency and engagement across all our content.

By using AI in this way, we now have 20 high-quality video scripts that are optimized for engagement and sales.

Step 3: Turn Scripts into Videos

Now that we have the scripts, it’s time to transform them into actual TikTok videos. Execution is where many brands fall short, so here’s how to ensure these scripts turn into viral content:

  • Tag UGC creators and affiliates – If you work with influencers or affiliates, send them these scripts and let them create engaging content using their unique style.

  • Use AI-generated voiceovers and visuals – If you prefer automation, tools like Synthesia or Pictory can help create AI-driven video content with voiceovers and animations.

    • I recommend doing a combination of AI generated content and real UGC

  • Test multiple video variations – Since AI allows us to generate unlimited versions of scripts, we can tweak them based on audience response and iterate quickly.

Why This Strategy Works

1. AI Saves Time and Reduces Creative Block

Instead of spending hours brainstorming new ideas, AI quickly generates variations of proven viral scripts. This means less time stressing about content and more time executing strategies that work.

2. AI Customizes Content for Your Audience

With the right prompts, AI can modify tonality, style, and messaging to fit your brand. Whether you need a conversational tone, an authority-driven approach, or a fun and engaging style, AI adapts accordingly.

3. AI Helps You Scale Content Production

For brands looking to dominate TikTok, consistency is key. Using AI, we can produce dozens of video scripts in minutes and maintain a high posting frequency without sacrificing quality.

Key Takeaways

  • AI can generate unlimited versions of scripts tailored to your product, tonality, and audience.

  • The most critical step is testing these scripts in actual video content.

  • I recommend managing at least three organic TikTok accounts, posting daily UGC videos for maximum reach and engagement. Each shop can link up to four marketing accounts as well as one main account

  • Scaling content creation is easier when you leverage AI tools and TikTok data insights.

By following this method, you can continuously produce high-quality TikTok videos without creative burnout and scale your TikTok Shop faster.

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