
OpenTable Review Scraper
Pricing
$20.00/month + usage
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OpenTable Review Scraper
Extract customer reviews from OpenTable restaurant listings for sentiment analysis, CX insights, or competitive tracking.
0.0 (0)
Pricing
$20.00/month + usage
0
Total users
3
Monthly users
3
Runs succeeded
>99%
Last modified
7 days ago
Extract customer reviews from OpenTable restaurant listings for sentiment analysis, CX insights, or competitive tracking.
🔍 Features
-
Scrapes guest reviews across multiple pages
-
Captures:
- Reviewer name
- Visit date
- Overall rating
- Category scores (Food, Service, Ambience)
- Written feedback
-
Returns structured JSON output
-
Compatible with DinerVibe, Looker Studio, Google Sheets, and more
✅ Input
{"startUrls": [{"url": "https://www.opentable.com/r/restaurant-name"}],"maxPagesPerCrawl": 5}
📄 Output Format
{"reviewer": "Jane","date": "2025-04-15","rating": 5,"review": "Exceptional service and perfectly cooked steak!","source": "OpenTable","detailedRatings": {"Food": 5,"Service": 5,"Atmosphere": 4}}
💡 Use Cases
- Weekly or monthly review reports
- Automated sentiment analysis pipelines
- Reputation monitoring across restaurant groups
- Customer experience benchmarking
🛠 Technical Notes
- Built with Apify’s Web Scraper base
- Uses headless Chrome with jQuery injection
- Pagination supported via
a[data-testid="pagination-button-next"]
- Review parsing based on OpenTable’s HTML structure as of 2025
📌 Licensing
For personal and commercial use. Reselling outputs or redistributing the actor itself requires permission from the creator.