Case study: How to analyse and generate 100s videos weekly?
Hi guys!
I’m testing a new format where I show exactly what’s possible for business with no-code tools and AI.
Today: a case from my current project - massive analysis and creation of video content.
Types of businesses with this task:
- Marketing agencies – produce lots of content for many clients
- E-commerce – stores that create content to promote products
- Creators – large players with systematic content across multiple platforms
Core process:
Find a viral reference
⬇️
Analyze it
⬇️
Copy the structure
⬇️
Create the video
⬇️
Analyze the results
⬇️
Repeat if it worked
Tasks that can be automated (with guides):
- Finding viral references – manually curated database + scraping via Apify
- Analyzing structure of viral videos – video analysis with Gemini
- Creating the video – audio/voice generation with 11Labs, image generation with OpenAI/Midjourney/Flux, video generation with Veo3/Runway/Kling
- Analyzing metrics of your own content – scraping via Apify
- Comparing your video vs. the reference – video analysis with Gemini
Project characteristics:
- Budget: $5,000–12,000 depending on scope
- Ongoing costs: depends on volume of videos
- - Scraping: $5–10 per 1,000 videos
- - Video creation: $2–10 per video
- - Video analysis: $5 per 100 videos
- Timeline: 1 week per every 2 steps + 1 week for project setup
How do you like this format? Which business task should I break down next?
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6 comments
Mark Shcherbakov
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Case study: How to analyse and generate 100s videos weekly?
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