This tutorial shows how to scrape Yanolja reviews from a lodging URL into CSV with the Yanolja Review Scraper by URL template for UScraper. You will import the workflow, replace the sample URL, set the export path, and validate rows before scaling.
Before you start
Prerequisites and policy checks
You need UScraper installed as a local desktop app, one or more Yanolja or NOL lodging URLs you are allowed to review, and a folder for CSV exports. Start with one accommodation URL. Review pages can be lazy-loaded, locale-specific, or gated by manual prompts, so the first run is a setup check.
Use the current NOL/Yanolja consumer site and Yanolja Group policy page as part of your pre-run review. The NOL app spans accommodations and other travel categories, so keep this workflow focused on lodging review pages.
Technical access is not the same as permission. Keep runs modest, avoid login-only or access-controlled data, do not bypass CAPTCHA or verification, and document why the review dataset is being collected.
Workflow anatomy
What the Yanolja accommodation review scraper does
The companion JSON uses a two-page flow. First it opens the lodging page and looks for a heading or JSON-LD metadata. A JavaScript step stores the original URL, place ID, lodging name, address, overall rating, and review count when available. Then the workflow opens the dedicated NOL review route for that place ID.
The second JavaScript step scrolls the review page, clicks visible load-more controls, waits until text and image counts stabilize, and creates normalized temporary rows. Before export, confirm the page contains #uscraper-yanolja-reviews .uscraper-review-row.
Runbook
How to scrape Yanolja reviews by URL
Import the template
Open Yanolja Review Scraper by URL, download the JSON, and import it into UScraper.
Replace the sample lodging URL
In the first Navigate block, replace the sample URL with the accommodation page you are allowed to process.
Confirm the review route
The second Navigate block opens a NOL reviews URL for the same place ID. Keep the numeric ID aligned with the lodging URL before running.
Set the export folder
In Structured Export, confirm yanolja_accommodation_review.csv, headers, create mode, and a project-specific local save folder.
Run one accommodation first
Run the workflow with one URL, handle any allowed consent prompt manually, then inspect the row count and CSV before expanding to more lodging pages.
After the first run, open the CSV and compare a few rows against the browser. One lodging URL can produce many review rows. If lodging metadata appears but reviews are empty, check the review route, lazy loading, and generated row selector.
Output shape
CSV fields exported from Yanolja reviews
The bundle does not include a finished sample CSV, so treat the JSON export as the authoritative workflow definition. Structured Export writes one row per captured review using the template's configured CSV headers. The English meanings are:
| Field group | Columns represented | QA note |
|---|---|---|
| Lodging identity | URL, lodging name, address | Use the URL for dedupe and reruns. |
| Property-level trust signals | Overall rating, review count | Compare against the lodging page, not a single review. |
| Review-level fields | Reviewer ID, star rating, date, room, companion type | Treat blanks as possible when Yanolja hides metadata. |
| Review content | Review text, review photo URLs | Confirm load-more text and images finished loading. |
Validation
Validate the Yanolja review export
Validation should be part of every run. Keep the browser open beside the CSV and check rows from the beginning, middle, and end of the file.
| Symptom | Likely cause | Fix |
|---|---|---|
| Zero exported rows | Review route did not load, a prompt blocked the page, or generated rows were not created | Open the review route manually, resolve allowed prompts, and rerun one URL. |
| Lodging fields are blank | JSON-LD or heading was not available | Increase the first wait and confirm the lodging URL. |
| Review text is truncated | Lazy loading or load-more expansion did not finish | Increase the JavaScript timeout and rerun one URL. |
| Reviewer IDs look wrong | Review card text order changed | Inspect one card and adjust parsing before scaling. |
| Photo URLs are empty | No photos, unloaded images, or selector drift | Treat photos as optional and verify visible image cards. |
Alternatives
UScraper vs hosted Yanolja scrapers
Searches like yanolja scraper alternative or best yanolja review scraper usually surface three paths. Choose based on custody, scale, and maintenance.
| Approach | Best fit | Trade-off |
|---|---|---|
| UScraper local desktop template | Supervised CSV exports from approved lodging URLs | You still maintain selectors when Yanolja changes the page. |
| Hosted scraper template | Scheduling, managed runtime, and vendor infrastructure | Review URLs and extracted data usually pass through a third-party system. |
| Custom code | Internal pipelines with engineering ownership | Requires parser maintenance, retries, QA, and monitoring. |
UScraper is strongest when an analyst needs to see the page, run a small or recurring review export, and keep the CSV on disk. For production travel data products, compare this workflow with official partner routes and contractual data providers.
FAQ
Yanolja review scraping FAQ
Public visibility does not automatically grant permission. Check platform terms, privacy rules, copyright, robots rules, and local law. Use approved pages, keep volume modest, and do not bypass login or CAPTCHA controls.
Next step
Download the Yanolja review scraper template
When you are ready to run the workflow, download the JSON from Yanolja Review Scraper by URL and keep this article open for QA. For adjacent travel workflows, browse the UScraper template library or the UScraper blog.