🚀 Why Use This Google Maps Reviews Scraper (by User Page)?
- 🧠 Analyze reviewer behavior and preferences
- 💬 Study review patterns across different places
- 📊 Identify frequent reviewers or influencers
- 🔎 Research customer sentiment from a single reviewer’s perspective
- 📁 Export clean datasets for analysis or reporting
Ideal for research scenarios focused on reviewers, not businesses.
Data Preview
Username | User_type | Level | Points | Review_count | Rating_count | Review_shop | Shop_address | Review_rating | Review_time | Review_content | Owner_response | Response_time | Likes |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Thabata Santos | Local Guide | Level 5 | 1,363 | 38 | 31 | Restaurante Dudinha's Self-Service | Av. Dr. Luiz Guimarães, 167 - Centro, Nova Iguaçu - RJ, 26210-021, Brazil | 1 star | 2 weeks ago | (Translated by Google) The food was great, the bathroom clean, but I thought it was absurd how the girl at the cashier (who must be a manager or owner) treated the employee who was at the barbecue. She screamed, called him the plague and when he complained she challenged him asking what he was going to do. Clearly someone who was in dire need, what an unhappy woman! I hope he files a lawsuit, people like that have to feel it in their pockets! (Original) A comida estava ótima, banheiro limpo, mas achei um absurdo a forma como a moça do caixa (que deve ser gerente ou dona) tratou o funcionário que estava no churrasco. Gritou, chamou de peste e quando ele reclamou ela o desafiou perguntando o que ele iria fazer. Claramente uma pessoa que estava precisando muito, que mulher infeliz! Espero que ele entre com processo, gente assim tem que sentir no bolso! | |||
Thabata Santos | Local Guide | Level 5 | 1,363 | 38 | 31 | Cosechas Nova Iguaçu | Av. Dr. Mario Guimarães, 258 - Centro, Nova Iguaçu - RJ, 26255-230, Brazil | 1 star | 2 weeks ago | (Translated by Google) I was at the unit around noon, the employee who was at the checkout was super rude with me and my grandmother. Not for this place ever, the other units have much better service! (Original) Estive na unidade por volta de meio dia, a funcionária que estava no caixa foi super grosseira comigo e com minha avó. Não para este lugar jamais, as outras unidades possuem um atendimento muito melhor! | |||
Thabata Santos | Local Guide | Level 5 | 1,363 | 38 | 31 | KFC | Av. Pres. Vargas, 482 - Centro, Rio de Janeiro - RJ, 20071-001, Brazil | 1 star | 4 weeks ago | (Translated by Google) The cashier was curt, almost rude when assisting us, the sandwiches were extremely dry and without crunch and when I went to ask for the store code to do the research, an employee identified herself as the hostess of the unit and told me that doing the research with her the gift would be at the time without consummation of 15 reais, we stopped the research when I realized that it was giving "highly satisfied" on all items, which was not correct. I took my cell phone to really do the research (she was doing it for mine), the employee frowned and left, then gave me the cone in such a way that when I picked it up at the counter it fell... Unfortunately the service was terrible and with so many errors, I will have to pass it on to the SAC along with the complaint about the tampering with the research. (Original) A funcionária do caixa foi seca, quase grosseira ao nos atender, os sanduíches vieram extremamente secos e sem crocancia e quando fui perguntar o código da loja para fazer a pesquisa uma funcionária se identificou como hostess da unidade e me disse que fazendo a pesquisa com ela o brinde seria na hora sem consumação dos 15 reais, paramos a pesquisa quando percebi que ela estava dando "altamente satisfeito" em todos os itens, o que não era o correto. Peguei meu celular para fazer realmente a pesquisa (ela estava fazendo pelo meu), a funcionária fechou a cara e foi embora, depois me deu a casquinha de uma forma que ao pegar no balcão a mesma caiu... Infelizmente o atendimento foi péssimo e com tantos erros terei que repassar para o SAC junto com a denuncia sobre a adulteração da pesquisa. | (Translated by Google) Hi Thabat. We are very sorry for what happened. We check internally that those responsible are already handling your case. Whenever you need it, we will be available to assist you through the Contact Us link on the website kfcbrasil.com.br. (Original) Olá, Thabata. Sentimos muito pelo ocorrido. Verificamos internamente que os responsáveis já estão tratando do seu caso. Sempre que precisar, estaremos disponíveis para atender pelo Fale Conosco no site kfcbrasil.com.br. | 4 weeks ago | |
Thabata Santos | Local Guide | Level 5 | 1,363 | 38 | 31 | Store Alligator | Av. Delfim Moreira, 634 - Várzea, Teresópolis - RJ, 25953-235, Brazil | 1 star | 6 months ago | (Translated by Google) Poor quality products, I bought a car mount that doesn't stay fixed at all and I paid twenty reais for a film that on the first fall cracked the entire screen of my phone and it remained intact. It sounds like a bad joke, but it's just the worst store in the area! (Original) Produtos de péssima qualidade, comprei um suporte de carro que não fica fixo de jeito algum e paguei vinte reais numa película que na primeira queda trincou a tela do meu telefone todo e a mesma permaneceu intacta. Parece piada de mau gosto, mas só é a pior loja da região! | |||
Thabata Santos | Local Guide | Level 5 | 1,363 | 38 | 31 | Country Café Pub | R. Roberto Rosa, n500 - Tijuca, Teresópolis - RJ, 25975-530, Brazil | 5 stars | 6 months ago | (Translated by Google) I thought the lunch was wonderful, dishes well served and at a great price. First class service, I was delighted and will be back again ❤️ (Original) Achei o almoço maravilhoso, pratos bem servidos e com preço ótimo. Atendimento de primeira, fiquei encantada e voltarei mais vezes ❤️ | |||
Thabata Santos | Local Guide | Level 5 | 1,363 | 38 | 31 | Doce Encanto | R. Monte Líbano - Várzea, Teresópolis - RJ, 25953-020, Brazil | 1 star | 11 months ago | (Translated by Google) Slow service, arrogant attendants and management's unwillingness to change. Even if the menu is attractive, there is no business that prospers with so little professional skill. For now, I still recommend delivery. (Original) Atendimento demorado, atendentes arrogantes e pouca vontade da gerência de mudar. Mesmo que o cardápio seja atrativo, não há negócio que prospere com tão pouco traquezo profissional. Por hora, ainda recomendo o delivery. | 2 |
📊 Data You Can Extract
Depending on what Google Maps publicly displays on the user page, this template can extract:
- 👤 Reviewer name
- ⭐ Rating
- 💬 Review text
- 🗓 Review date
- 🏢 Business / place name
- 📍 Business address (if available)
- 🔗 Place details page URL
- 🔗 Reviewer profile URL
All fields are exported in a structured, analysis-ready format.
Ready to Start Scraping?
No coding. No setup. Works immediately.
👥 Who Should Use This Template?
- 📊 Market & UX Researchers — Analyze reviewer behavior and sentiment
- 🧠 Brand & Reputation Teams — Study how specific users review brands
- 🧩 Agencies & Consultants — Build reviewer-based insight reports
- 📚 Academic & Social Researchers — Research review credibility and trends
🔗 Related Google Maps Templates
Best For | Template |
|---|---|
Scraping reviews for a specific business | |
Cloud-based review extraction | |
Extracting business info by URL |
🐙 Why Octoparse?
🧩 No-Code Required — You don't need programming knowledge; just input keywords and locations, and run the scraper.
🔄 Automatic Workflow & Pagination Handling — Octoparse handles navigation through search results, page loading, and data extraction for you.
📁 Easy Export Formats — Export scraped results directly to Excel, CSV or JSON for easy analysis or integration into CRMs and databases.
💻 Beginner-Friendly UI — Ready to use out of the box. Just enter your keywords and run.
Start collecting data now — no setup, no hassle, just raw data in minutes.
❓ FAQs
Q: What's the difference between this and the business-focused review scraper?
This template scrapes all reviews from a specific reviewer's profile. The Google Maps Review Scraper extracts reviews for a specific business location. For a full comparison of available options, see our guide on best Google Maps scrapers.
Q: How do I find reviewer profile URLs?
Click on a reviewer's name in any Google Maps review to access their profile page. The URL should look like https://www.google.com/maps/contrib/[ID]/reviews. Copy this full URL.
Q: How many reviewer profiles can I scrape in one run?
This template supports up to 1,000 reviewer profile URLs per run. Enter one URL per line in the input field. For larger projects, run multiple batches.
Q: Why are some reviews missing from my results?
Google Maps may not display all reviews publicly. Some reviews may be hidden due to Google's spam filters, the reviewer's privacy settings, or content policy violations. The scraper can only extract publicly visible reviews.
Q: Can I use this data for sentiment analysis?
Yes. The exported data includes review text and ratings, which are ideal for sentiment analysis. You can analyze patterns in how specific reviewers rate different types of businesses. Learn more about extracting company reviews with web scraping.
Q: How do I export the scraped data to Excel?
Once scraping completes, go to "Data Preview" and click Export. Select Excel or CSV format. For detailed steps, check out how to scrape Google Maps data into Excel.
🛠 How to Use: Step-by-Step Guide
1. Start the template
Click "Try it!" or "Start" to load the Superpages Scraper.
2. Enter your scraping parameters
On the input screen, fill in your keyword and filter options.
✍🏻 Input Fields Explained
Parameter | Required? | Description | Example |
|---|---|---|---|
Google Maps Contributor Review URLs (up to 1,000) | Yes | Enter one or multiple Google Maps contributor review page URLs to scrape reviews from. Supports up to 1,000 URLs per run (one per line). | https://www.google.com/maps/contrib/112277453687791435729/reviewshttps://www.google.com/maps/contrib/102621106565974123765/reviewshttps://www.google.com/maps/contrib/11110509328741153374/reviews |
3. Run the scraper
- Click "Start" and select a run mode. (Greyed-out modes are not supported for this template.)
- Octoparse will automatically browse the target website, load search results, scroll pages, and extract all matching products.
4. Monitor & Handle Interruptions
- Scraping duration may vary based on the number of products returned for your search.
- If a CAPTCHA appears, pause the task, solve it manually, then resume the run.
5. Export your data
- Once scraping completes, go to the "Data Preview" or output section to review.
- Export the results - e.g. as CSV or Excel - for further analysis, filtering, or storage.