📊 Analyze Customer Reviews from 5 Platforms with Thordata Scraping & GPT-4.1 Reports

⚡ 270 views · 📊 Market Research & Insights

💡 Pro Tip — HTTP Request scraping tends to break when sites update their markup. If you’re scraping a major platform, check if ScraperNode covers it — it has maintained scrapers for LinkedIn, Instagram, TikTok, YouTube, and 20+ other platforms that return structured data.

Description

Automatically gather hundreds of real customer reviews from five major platforms in one run using Thordata API and Proxy — Trustpilot, Capterra, Chrome Web Store, TrustRadius, and Product Hunt — then let GPT-4.1 perform deep collective sentiment analysis, uncover common praises & complaints, flag critical issues, assess churn risk, and deliver actionable recommendations straight to your inbox as a stunning executive HTML report.

Who’s it for

• Product managers & founders
• Growth and marketing teams
• Customer success & support leads
• Agencies delivering competitor or product review reports

How it works

1. Submit product URLs via form, webhook, or use defaults
2. Smart, Cloudflare-safe scraping with automatic pagination
3. Universal parser standardizes every review format
4. Global deduplication using deterministic unique IDs
5. GPT-4.1 analyzes all reviews collectively (not one-by-one)
6. Beautiful responsive HTML email with sentiment badges, stats, and recommendations

Requirements

• Thordata API key (free tier works) → set as HTTP Header Auth credential
• OpenAI API key
• Gmail account (or replace with any email node)

How to set up

1. Add your Thordata and OpenAI credentials
2. Connect Gmail
3. Click “Execute Workflow” – instantly tests with Thordata’s own reviews

How to customize

• Edit default product in “Prepare Review Sources” node
• Modify the AI prompt or email design anytime
• Add more sources or change the output format easily

Zero browser automation · Rate-limit safe · Fully deduplicated · Plug-and-play in minutes.

🔗 Nodes Used

HTTP Request, Webhook, Gmail, n8n Form Trigger, OpenAI

📥 Import

Download workflow.json and import into n8n: Workflow menu → Import from File

📖 Importing guide · 🔑 Credential setup