Why Use This Google Maps Review Scraper (Cloud)?
- ☁️ Run scraping tasks fully in the cloud—no need to keep your computer on
- 💬 Collect large volumes of customer reviews efficiently
- 📊 Analyze ratings, sentiment, and customer feedback trends
- 🧠 Monitor brand reputation across multiple locations
- 📁 Export clean review datasets for reporting or research
Ideal for users who need stable, unattended review scraping. For a comprehensive overview of available options, see our guide on top Google Maps scrapers.
Data Preview
Input | name | Rating | num_review | author_title | author_link | is_local_guide | num_author_reviews | author_rating | author_review_timestamp | review_text | review_img_url | review_likes | review_link |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
https://goo.gl/maps/1T5eicx7eZxPNsRU8 | Junior's Restaurant & Bakery | 4.4(11,578) | 11578 | Mike T. | https://www.google.com/maps/contrib/101640235826215248794/reviews?hl=en | Local Guide · | 236 | 5 | a month ago | One of the few spots left in NYC where you can still get an authentic egg cream, you can even buy a glass. I enjoyed a delicious dinner with my friend. The corned beef reuben melts in your mouth, it was quite tasty. The complimentary cole slaw, beet salad, and pickles were a nice touch. If you come, you have to try a dessert...definitely a slice of one of their cheesecakes. The staff was friendly, professional, and attentive. Conveniently located on Flatbush Avenue near the trains at DeKalb Avenue. Just a short walk from Metro-Tech Center. | https://lh5.googleusercontent.com/p/AF1QipO-W6FbL5viOHC4hfsj7cVnqcKPWleZpzTXeDc6=w150-h150-k-no-p ,https://lh5.googleusercontent.com/p/AF1QipNc5ewQQ-M_HAD7tDaAubqO6dWTvwiDLs6PtXzu=w150-h150-k-no-p ,https://lh5.googleusercontent.com/p/AF1QipPKolS-B8seduYuqlcvB_hvlBrnK90knfik1Pem=w150-h150-k-no-p ,https://lh5.googleusercontent.com/p/AF1QipNdnrDUu2tvmOvZB1hf91QMZzT5olX5DblnFAhm=w150-h150-k-no-p | 2 | https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSURkakx1enRRRRAB!2m1!1s0x0:0xe9e262856e34ee99!3m1!1s2@1:CIHM0ogKEICAgIDdjLuztQE%7CCgwI59bXrgYQuPWHjAE%7C?hl=en |
https://goo.gl/maps/1T5eicx7eZxPNsRU8 | Junior's Restaurant & Bakery | 4.4(11,578) | 11578 | Rodolfo Vaz | https://www.google.com/maps/contrib/115552314061468249641/reviews?hl=en | Local Guide · | 177 | 5 | 3 weeks ago | Come to Junior's the most hungry as you can because the food is abundant. Pastrami is wonderful, besides the sides with it are not the best choice. Specialities are well served, so be prepared. The ambiance is very friendly. Don't forget to get you cheesecake in the takeout area. The bakery is beautiful. | https://lh5.googleusercontent.com/p/AF1QipM5GatPPfcf1tUR_k-aWB1YsrhvB6-0hFemR64E=w150-h150-k-no-p ,https://lh5.googleusercontent.com/p/AF1QipN6q_IiFs6d7kzKUSFbeVTwIyS3wEwVJ0w5HIfY=w150-h150-k-no-p ,https://lh5.googleusercontent.com/p/AF1QipOJXw-C6Iz6SaO4fGU2cpTypkmcgwNzfDmFsxNs=w150-h150-k-no-p ,https://lh5.googleusercontent.com/p/AF1QipNl906to8GB33qY1ejph0aCCAgF4tzShiIiiXl8=w150-h150-k-no-p | 2 | https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSUNEMUpmYnF3RRAB!2m1!1s0x0:0xe9e262856e34ee99!3m1!1s2@1:CIHM0ogKEICAgICD1JfbqwE%7CCgwIlOWCsAYQsJv76AE%7C?hl=en |
https://goo.gl/maps/1T5eicx7eZxPNsRU8 | Junior's Restaurant & Bakery | 4.4(11,578) | 11578 | Sophie N | https://www.google.com/maps/contrib/105140964694578394985/reviews?hl=en | Local Guide · | 468 | 2 | a month ago | I expected to enjoy a nice dinner given the high rating, but instead, it was very disappointing experience. I ordered take out, and when I placed the order, the waitress was not even able to explain some items on the menu. What you see in the picture plus one bottle of water cost me $50, which is way too much for the quality of the food. The chicken was dry and over salty and the tomato sauce was way too sweet. The fries were not good at all, undercooked but a little burnt I guess when melting the cheese under the grill. The side salad was super salty as well, I couldn't eat it. $50 wasted. | https://lh5.googleusercontent.com/p/AF1QipMjRqrGUFGObmPbvCP7kBoIt_Osa-UuQ_FF9Pcn=w150-h150-k-no-p ,https://lh5.googleusercontent.com/p/AF1QipMu1pdQns0926kQpo3KK-MzZA2OTT18XSbpTCQN=w150-h150-k-no-p | 1 | https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSUM5aDhPYzBnRRAB!2m1!1s0x0:0xe9e262856e34ee99!3m1!1s2@1:CIHM0ogKEICAgIC9h8Oc0gE%7CCgsIq_S2rwYQwPqNcg%7C?hl=en |
https://goo.gl/maps/1T5eicx7eZxPNsRU8 | Junior's Restaurant & Bakery | 4.4(11,578) | 11578 | Confessions of a Food Freak | https://www.google.com/maps/contrib/113176766461670269249/reviews?hl=en | Local Guide · | 276 | 3 | a month ago | Food was okay. The bbq ribs were good although it did have some dry parts. The fried chicken was really delicious. I orders a Oreo milkshake which wasn’t Oreo it was half chocolate half vanilla. The milkshake was disappointing. The onion rings were not good so definitely don’t bother ordering and the mozzarella sticks were decent but I could only eat one it was so heavy. The roast beef sandwich came with the mushroom gravy and the apple sauce it was good but the apple sauce is what really made that sandwich it was the best apple sauce i ever had in my life. | https://lh5.googleusercontent.com/p/AF1QipNFuHtZj5sZMLqU-rdczmHBo5W1xx89FPg_BaZM=w150-h150-k-no-p ,https://lh5.googleusercontent.com/p/AF1QipPkurmyClwnD4fmbhw5sNYqagWKGwIxShkUwxfY=w150-h150-k-no-p ,https://lh5.googleusercontent.com/p/AF1QipM5032oY6PSMnSqTXFooehWIajdo3gRG92VXjwB=w150-h150-k-no-p ,https://lh5.googleusercontent.com/p/AF1QipOcBiAehImoJlSunI0KxaxriuJvCoAJANklz_Lj=w150-h150-k-no-p | 1 | https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSUQ5aFpXVmRBEAE!2m1!1s0x0:0xe9e262856e34ee99!3m1!1s2@1:CIHM0ogKEICAgID9hZWVdA%7CCgwI9LHjrwYQwIC7jAE%7C?hl=en |
https://goo.gl/maps/1T5eicx7eZxPNsRU8 | Junior's Restaurant & Bakery | 4.4(11,578) | 11578 | Chris O. Menz | https://www.google.com/maps/contrib/112883185664434757126/reviews?hl=en | Local Guide · | 180 | 5 | 4 days ago | Outstanding cheese cakes. The pieces looked a bit small for around 12 dollars but in the end were really massive. And really really yummy! Staff was a bit unfriendly, maybe because we looked and behaved like German tourists ;) | https://lh5.googleusercontent.com/p/AF1QipPWDPiDfJYi5qhaGQODcpPiYg_qSWanucoVa8ka=w150-h150-k-no-p ,https://lh5.googleusercontent.com/p/AF1QipPOKg03plNESt5GUm8gzdC_PYS8WRdk_TNoZOhw=w150-h150-k-no-p ,https://lh5.googleusercontent.com/p/AF1QipMfI57bA5Cno4doLI5TsxdaMxCJW-Bihpd3ChE-=w150-h150-k-no-p | 0 | https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSUREMjhIMTJnRRAB!2m1!1s0x0:0xe9e262856e34ee99!3m1!1s2@1:CIHM0ogKEICAgIDD28H12gE%7CCgsIhYrwsAYQqOrGOA%7C?hl=en |
https://goo.gl/maps/1T5eicx7eZxPNsRU8 | Junior's Restaurant & Bakery | 4.4(11,578) | 11578 | TDC | https://www.google.com/maps/contrib/118118613246917392510/reviews?hl=en | Local Guide · | 163 | 3 | 5 months ago | Was staying nearby so had to checkout the historical spot. Food was meh. Fried chicken was perfectly cooked (crispy skin and juicy meat), but it wasn't properly seasoned and flavorless. The ribs and cheeseburger were unremarkable. The onion rings were huge but the batter was not crispy. It was soggy and chewy. The egg creme wasn't tasty. The blueberry cheesecake and oreo cheesecake were great and saved this rating from 2 star to 3 star. Service was average. This place is expensive for the quality of entrees. | https://lh5.googleusercontent.com/p/AF1QipMeAMFY9WPfTys1xVZeUNOZO6GYWDS25Mn2T6UE=w150-h150-k-no-p ,https://lh5.googleusercontent.com/p/AF1QipP0gX2kE97RjdzUfPYQXxmgrXkca7wsFpG21xlQ=w150-h150-k-no-p ,https://lh5.googleusercontent.com/p/AF1QipOIz-JfidQrer9v8uABjiJHzU339URb515cKgOw=w150-h150-k-no-p ,https://lh5.googleusercontent.com/p/AF1QipMtmv6gjOdrGTOz1AurdBitu-tA7G5Eav7_H6uY=w150-h150-k-no-p ,https://lh5.googleusercontent.com/p/AF1QipMYQU5ElPj6oy6bia7nb57MmJpx-QtBR8tICVl5=w150-h150-k-no-p ,https://lh5.googleusercontent.com/p/AF1QipPo9vhD-J7at5vqYP3U2sDmTll0EL0ArrENZdm_=w150-h150-k-no-p ,https://lh5.googleusercontent.com/p/AF1QipO1uFZQQVMDXzGTOpWPebbPS-zjqkQ9xF8Oc8SB=w150-h150-k-no-p ,https://lh5.googleusercontent.com/p/AF1QipNtrUu4k5gOqrg3k_iMCuAZOF-3U8eCTLk4LOXB=w150-h150-k-no-p ,https://lh5.googleusercontent.com/p/AF1QipN_AmZqqS3j53EfBth4jhxsN_KaycVYcL_4Pjx5=w150-h150-k-no-p | 4 | https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSUNGeTd2M0pBEAE!2m1!1s0x0:0xe9e262856e34ee99!3m1!1s2@1:CIHM0ogKEICAgICFy7v3JA%7CCgsIw7K5qgYQiL21Ww%7C?hl=en |
https://goo.gl/maps/1T5eicx7eZxPNsRU8 | Junior's Restaurant & Bakery | 4.4(11,578) | 11578 | Rovik Robert | https://www.google.com/maps/contrib/103521079678024458298/reviews?hl=en | Local Guide · | 1333 | 4 | a month ago | Cool opportunity to dine at the original Junior’s which has lots of memorabilia around the restaurant. Their classic steak burger is a huge serving and quite heavy - it’s tasty but get to be a bit of a handful. Onion rings are sinfully good. Cheesecakes are as expected indulgent but a single slice can carry you over three servings or so! | https://lh5.googleusercontent.com/p/AF1QipPzgZUgO64Q5BJRCHkRsyzPdGwv-rUeUXy9mAF0=w150-h150-k-no-p ,https://lh5.googleusercontent.com/p/AF1QipPi0i-zJfvav7De6KWJx41YThosF7eV59TizeYt=w150-h150-k-no-p | 1 | https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSURkX0xHakZ3EAE!2m1!1s0x0:0xe9e262856e34ee99!3m1!1s2@1:CIHM0ogKEICAgIDd_LGjFw%7CCgwIzNnZrgYQiNTNggM%7C?hl=en |
https://goo.gl/maps/1T5eicx7eZxPNsRU8 | Junior's Restaurant & Bakery | 4.4(11,578) | 11578 | Lawrence “C” Clark Jr. | https://www.google.com/maps/contrib/112304467067284791288/reviews?hl=en | Local Guide · | 229 | 5 | 6 months ago | It was my first time eating at Juniors. The food was great and the cheesecake was on point. The next time I'm in Brooklyn I would definitely go there again. Our server Kris was the best. It was 8 of us and she handled us with no problem. Loved the Ruben Combo 😋😋😋 | https://lh5.googleusercontent.com/p/AF1QipP_tJWnUMbLO_qU5vr4aXAiPS2KmpunMjc4yANg=w150-h150-k-no-p ,https://lh5.googleusercontent.com/p/AF1QipOsA-xqm_crBU0j1HYG9iMcE5KAGJy0TxGmi6kF=w150-h150-k-no-p | 13 | https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSUNaeDVMbXhnRRAB!2m1!1s0x0:0xe9e262856e34ee99!3m1!1s2@1:CIHM0ogKEICAgICZx5LmxgE%7CCgwIhrymqAYQ8O6EtAM%7C?hl=en |
📊 Data You Can Extract
Depending on what is publicly displayed on Google Maps, this template can extract:
- 👤 Reviewer name
- ⭐ Rating
- 💬 Review text
- 🗓 Review date
- 👍 Like count
- 🔁 Store reply (if available)
- 🏢 Business name
- 📍 Business address
All fields are delivered in a structured, export-ready format. Once collected, you can apply sentiment analysis techniques to uncover patterns in customer feedback.
Ready to Start Scraping?
No coding. No setup. Works immediately.
👥 Who Should Use This Template?
- 📊 Market Researchers — Study customer sentiment and review patterns
- 🧠 Brand & Reputation Teams — Monitor reviews across locations
- 📣 Marketing Teams — Analyze customer feedback for messaging insights
- 🧩 Agencies & Consultants — Compile review data for clients
🔗 Explore More Google Maps Templates
If you're looking for business listings rather than reviews, the Google Maps Listing Scraper by Keyword can help you discover places based on search terms. For extracting contact information specifically, try Google Maps Contact Scraper.
Need coordinates for mapping or analysis? Learn how to extract latitude and longitude from Google Maps.
🐙 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 — Exporting Google Maps data 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.
⚠️ Important Notes & Best Practices
☁️ Cloud vs. Local Scraping
This template runs entirely in the cloud, meaning your computer doesn't need to stay on during extraction. If you prefer running tasks locally, the Google Maps Review Scraper (Local) offers that option.
🔄 Handling Large Volumes
For thousands of place URLs, consider breaking your list into smaller batches to ensure stable performance and easier progress tracking.
📥 URL Input
- Google Maps place details page URL (supported URL)
- https://goo.gl/maps/1T5eicx7eZxPNsRU8
- https://www.google.com/maps/place/Junior's+Restaurant+%26+Bakery/@40.6901493,-73.9840623,17z/data=!3m1!4b1!4m5!3m4!1s0x89c25e9540f32929:0xe9e262856e34ee99!8m2!3d40.6901493!4d-73.9818736
- Google Maps place listing page URL (non-supported URL)
How to obtain the valid URL for this template?
Please watch the attached video to learn how to obtain valid URLs for this template.
Templates that can scrape Google Maps place details page URLs are listed below.
- Google Maps Contact Scraper
- Google Maps Advanced Scraper
- Google Maps Store Scraper (Local)
- Google Maps Scraper (store details by keyword)
- Google Maps Scraper (store details by URL)
- Google Maps Scraper (listing page by keyword)
- Google Maps Scraper (listing page by URL)
❓ FAQs
Can I scrape reviews from multiple places at once?
Yes. Paste multiple Google Maps place URLs (one per line) to scrape reviews in batch.
Why are some reviews missing?
Scraping publicly available reviews is generally allowed, but usage must comply with Google's terms and local regulations. For more context on the legal landscape, read our article on whether web scraping is legal.
Is scraping Google Maps reviews allowed?
Scraping publicly available reviews is generally allowed, but usage must comply with Google’s terms and local regulations.
What if I need business details, not just reviews?
Use our Google Maps Store Details Scraper by URL to extract business information like address, phone number, and hours.
Can I scrape reviews from a specific reviewer's profile?
Yes, the Google Maps Reviews Scraper by User Page is designed for that use case.
🛠 How to Use: Step-by-Step Guide
1. Start the template
Click "Try it!" or "Start" to load the template.
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 Search Result URLs (up to 10,000) | Yes | Enter one or multiple Google Maps search result page URLs to scrape. Supports up to 10,000 URLs per run (one per line). | https://www.google.com/maps/search/coffee+shop+nyc |
Number of Pages (up to 5,000) | Yes | Specify how many pages of results to scrape. The maximum limit is 5,000. | 50 |
3. Run the scraper
- Click "Start" and select a run mode. (Greyed-out modes are not supported for this template.)
- Octoparse will automatically browse Google Maps, 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.