📊 AI-powered automatic analysis of YouTube product reviews with Apify + GPT
⚡ 49 views · 📊 Market Research & Insights
💡 Pro Tip — YouTube’s API quotas can be a bottleneck when you’re pulling data at scale. ScraperNode is a community node with dedicated scrapers for channels, videos, and comments — no quota limits, just structured data.
Description
AI-Powered Automatic Analysis of YouTube Product Reviews With Apify
This n8n workflow automates the process of searching, transcribing, and analyzing product reviews extracted from YouTube videos, generating a clear, ready-to-use report in HTML format and/or email.
📌 Usage and How It Works
- Enter the product name (via webhook or manually).
- The workflow searches YouTube videos related to the product using Apify.
- Extracts the text (transcription) from the selected videos.
- Merges and separates each video’s content to maintain context.
- Analyzes the texts with GPT-4o-mini to obtain:
- Strengths (pros, advantages, what users value most).
- Weaknesses (cons, problems, criticisms).
- Other relevant points mentioned in the reviews.
- Returns an HTML report (via email or webhook), ready for reading or presentation.
The entire process is fully automated and multi-language (language configured in the LANG node).
💡 Why Buy This Workflow
- Save hours of work searching and manually analyzing reviews.
- Reliable results: the analysis is based only on what is said in the videos, without inventing data.
- Complete integration: scraping, transcription, processing, and delivery, all in a single flow.
- Multi-language configurable in seconds.
- Low cost per use (see below).
- Configurable: Designed to be easy to set up and adapt.
🎯 Who It’s For
- E-commerce and online stores wanting to know product pros/cons before selling.
- Marketing and SEO agencies looking for real user insights.
- Brands seeking genuine feedback on their products.
- Market researchers needing aggregated opinions.
- n8n enthusiasts wanting to see a practical and complete example of advanced automation.
💰 Usage Costs
- Approximate cost: $0.03 USD per report (GPT-4o-mini + Apify).
- Apify offers $5 free without a credit card, which equals ~130 free reports before incurring any costs.
- After that, you only pay for what you use.
🔧 Technologies Used
- Apify for video search and transcript extraction.
- OpenAI GPT-4o-mini for text analysis and report generation.
📬 Basic Support
For questions or basic support, email: oriolrotllant3@gmail.com
Example result
🔗 Nodes Used
HTTP Request, Webhook, Gmail, Stop and Error, Markdown, OpenAI
📥 Import
Download workflow.json and import into n8n:
Workflow menu → Import from File