#reviews

13 guides

Scrape Google Play Store App Data with Python (Ratings, Reviews, and Install Counts)
Extract Play Store app metadata and reviews by crawling app detail pages and review endpoints safely. Includes a ProxiesAPI-ready network layer and a repeatable crawl plan.
Steam Scraper: Extract Prices, Reviews, and Tags with Python
Build a practical Steam scraper that collects store prices, review counts, review summaries, and user-facing tags from search results and app pages.
Scrape Trustpilot Company Search Results and Ratings with Python
Pull company names, star ratings, review counts, profile URLs, and visible location text from Trustpilot search results. Includes a real screenshot and a Playwright scraper that can run through ProxiesAPI.
Scrape Book Reviews and Ratings from Goodreads
Extract Goodreads book metadata, average rating, rating counts, review counts, and top review snippets with Python using JSON-LD plus __NEXT_DATA__ review objects.
Scrape Restaurant Data from TripAdvisor
Show how to collect restaurant names, ratings, review counts, and location details from TripAdvisor into a clean dataset.
Scrape Product Reviews from Best Buy with Python (SKU + Ratings + Pagination)
A practical Best Buy reviews scraper in Python: extract SKU from a product URL, pull reviews from Best Buy’s UGC endpoint, normalize fields, paginate safely, and export JSON/CSV. Includes a target-page screenshot and an optional ProxiesAPI fetch layer.
Scrape Shopee Reviews at Scale: Ratings, Review Text, and Product Metadata
Fetch Shopee product metadata + reviews via ProxiesAPI, paginate ratings safely, and export clean JSON/CSV for analysis. Includes robust URL parsing, retry/backoff, and a screenshot of a real product page.
Scrape Trustpilot Category Rankings (Top Companies + Ratings) with ProxiesAPI
Extract top companies in a Trustpilot category (name, website, rating, review count) across pages using stable DOM anchors, then export to CSV. Includes selector rationale and a proof screenshot.
How to Scrape Amazon Product Data, Reviews, and Prices
A practical blueprint for scraping Amazon product pages and review listings: extract core fields, follow pagination, handle throttling, and detect blocks. Includes ProxiesAPI fetch code and real selectors.
Scrape TripAdvisor Hotel Reviews with Python (Pagination + Rate Limits)
Extract TripAdvisor hotel review text, ratings, dates, and reviewer metadata with a resilient Python scraper (pagination, retries, and a proxy-backed fetch layer via ProxiesAPI).
How to Scrape G2 Software Reviews (Ratings, Pros/Cons) with Python + ProxiesAPI
A production-grade G2 reviews scraper: discover review pages, paginate safely, extract rating + pros/cons + metadata, and export a clean dataset. Includes retries, backoff, and a JSONL exporter.
How to Scrape Business Reviews from Yelp (Python + ProxiesAPI)
Extract Yelp search results and business-page review snippets with Python. Includes pagination, resilient selectors, retries, and a clean JSON/CSV export.
How to Scrape Trustpilot Reviews for Any Company
Pull ratings, dates, reviewer names, and review text into a clean CSV for reputation monitoring.