Udemy Reviews Scraper

The Udemy Course Reviews Scraper lets you instantly collect course feedback at scale—ratings, timestamps, usernames, and even instructor replies. It’s built for researchers, agencies, educators, and developers who need structured insights to compare courses, track engagement, or spot trends. Data exports cleanly in JSON or CSV, ready for analysis in your tools.

Run it fast through Apify, connect via API, or automate with the CLI—and start pulling value with the Udemy Course Reviews Scraper

What does the Udemy Course Reviews Scraper do? 🤔

The Udemy Course Reviews Scraper is a smart tool that takes the manual work out of collecting student feedback. Instead of opening course pages one by one, it automatically pulls reviews, organizes them, and delivers structured data you can trust. This makes it easier for educators, agencies, and researchers to measure course quality, track engagement, or spot market trends in minutes.

• 📥 Review extraction – grab full review text and details

• ⭐ Rating aggregation – average scores and rating counts

• 🧩 Sentiment tags – ready for analysis and insights

• 🗣️ Instructor response capture – see replies in context

• 🔗 Multi-URL queue – process many courses at once

• 🔄 Proxy rotation – stay reliable and undetected

• ✅ Privacy-friendly

• ✅ Compliance-aware

• ✅ Throttling built-in

What review data can I extract? 📊

The Udemy Course Reviews Scraper delivers structured review data that’s ready for research, analysis, or dashboards. Instead of raw, messy text, you’ll get normalized fields designed for easy filtering and integration into your workflow. Each record includes identifiers, user details, timestamps, ratings, and even instructor replies when available. Data is provided in formats like JSON or CSV, so you can load it directly into Excel, BI tools, or Python scripts.

Here’s a simplified data dictionary:

Field	Type	Example	Notes	Normalization	PII Handling	Nullability
review_id	Integer	202368827	Unique review ID	Integer key	Safe	No
content	Text	“Great course, learned a lot!”	Review text	UTF-8	✅	No
rating	Float	4.5	Review rating (1–5)	Decimal	Safe	No
language	String	en_US	Review language	ISO code	Safe	Yes
username	String	“Piotr”	Reviewer’s handle	UTF-8	Mask if needed	Yes
display_name	String	“Piotr Lorenc”	Public display	UTF-8	Mask if needed	Yes
avatar_url	URL	img/50x50.png	Profile picture	HTTPS	Safe	Yes
created_at	DateTime	2025-02-14T04:54:17Z	Created date	UTC ISO8601	Safe	No
updated_at	DateTime	2025-02-15T04:54:17Z	Last update	UTC ISO8601	Safe	Yes
content_html	Text	Great course!	Rich HTML	UTF-8	Safe	Yes
instructor_response	Text	“Thanks for joining!”	Reply from instructor	UTF-8	Safe	Yes
course_url	URL	https://udemy.com/course/python	Course link	HTTPS	Safe	No
helpful_votes	Integer	25	Helpful upvotes	Integer	Safe	Yes
reply_count	Integer	2	Number of replies	Integer	Safe	Yes
source_locale	String	en	Source language	ISO code	Safe	Yes
collection_timestamp	DateTime	2025-09-18T12:00:00Z	Scrape time	UTC ISO8601	Safe	No

Key features of the Udemy Course Reviews Scraper 🚀

The Udemy Course Reviews Scraper comes with a set of features designed to make review collection smooth, scalable, and reliable. Whether you’re analyzing thousands of reviews or just a handful, these built-in capabilities help you scrape safely and get clean, ready-to-use data every time.

• 🔄 Unlimited pagination with maxItems cap – scrape as many reviews as you need while staying in control.

• 🕵️ Built-in proxy rotation + random delays – reduce detection risks and keep runs stable.

• ⏸️ Resumable runs + checkpointing – pause and continue without losing progress.

• ⚡ Rate-limit awareness and retry backoff – avoid blocks with smart error handling.

• 📂 Structured outputs (JSON, JSONL, CSV, Excel) – plug results directly into your analysis tools.

• 🧠 Sentiment-ready fields for NLP – reviews, ratings, and timestamps are normalized for quick text mining or trend analysis.

With these features, extracting Udemy reviews is not only faster but also more reliable and insight-friendly.

How to use the Udemy Course Reviews Scraper 🛠️

Using the Udemy Course Reviews Scraper is straightforward. You don’t need to be highly technical — just follow these steps and you’ll have structured review data in minutes.

Step-by-Step Guide

1. Log in to Apify – Create a free account or sign in.

2. Select the Actor – Search for “Udemy Course Reviews Scraper” in the Apify Store.

3. Enter Input Data – Paste one or multiple Udemy course URLs into the courseUrls field.

4. Choose Options – Set maxItems (number of reviews), configure proxy settings, and add delays if needed.

5. Run the Actor – Click Start, and the scraper will automatically collect reviews, ratings, usernames, and instructor replies.

6. Download Results – Export your dataset in JSON, CSV, Excel, or JSONL format for analysis.

💡 Pro tip: Use residential proxies for higher reliability, and validate key fields like timestamps or ratings before importing into your analytics workflow.

###Input

{
    "proxy": {
        "useApifyProxy": false,
        "apifyProxyGroups": []
    },
    "urls": [
        "https://www.udemy.com/course/100-days-of-code/"
    ]
}

###Output

[
  {
    "courseUrl": "https://www.udemy.com/course/100-days-of-code/",
    "class": "course_review",
    "id": 214367443,
    "content": "This is one of the best Python courses you I found online. It's more than just lessons about Python. It's a full program that trained me to think like a coder.",
    "rating": 5,
    "created": "2025-08-22T20:49:56-07:00",
    "modified": "2025-09-14T00:32:57-07:00",
    "user_modified": "2025-09-14T00:32:57-07:00",
    "user": {
      "_class": "user",
      "title": "Afira Arif",
      "name": "Afira",
      "display_name": "Afira Arif",
      "image_50x50": "https://img-c.udemycdn.com/user/50x50/anonymous_3.png",
      "initials": "AA",
      "tracking_id": "lwenRR38T5Wmc9-QLvmz9Q",
      "public_display_name": "Afira A."
    },
    "created_formatted_with_time_since": "4 weeks ago"
  },
  {
    "courseUrl": "https://www.udemy.com/course/100-days-of-code/",
    "class": "course_review",
    "id": 214229977,
    "content": "To complete the course it took a while longer than 100 days, but the goal isn't to speed-run it, but to complete it and keep consistency. Building a habit of at least a bit of coding everyday to nurture and grow your passion! I won't be always easy, it will push you to use your brain and create your own projects in your own terms, but don't quit! \n\nGreat course on all fronts! 100% Recommended!",
    "rating": 5,
    "created": "2025-08-21T07:47:42-07:00",
    "modified": "2025-08-22T16:18:47-07:00",
    "user_modified": "2025-08-21T07:51:49-07:00",
    "user": {
      "_class": "user",
      "title": "Timoty Ravoni",
      "name": "Timoty",
      "display_name": "Timoty Ravoni",
      "image_50x50": "https://img-c.udemycdn.com/user/50x50/anonymous_3.png",
      "initials": "TR",
      "tracking_id": "adKU0XZCTrOJR4Miq_ii_w",
      "public_display_name": "Timoty R."
    },
    "created_formatted_with_time_since": "a month ago"
  },
  {
    "courseUrl": "https://www.udemy.com/course/100-days-of-code/",
    "class": "course_review",
    "id": 211250047,
    "content": "one of the best programing course i learned. i fully understand and i have become a programmer rihgt now thanks.i will recommend this course for others",
    "rating": 5,
    "created": "2025-07-18T10:04:48-07:00",
    "modified": "2025-07-19T16:06:08-07:00",
    "user_modified": "2025-07-18T10:07:25-07:00",
    "user": {
      "_class": "user",
      "title": "AJMAL P MUSTHAFA",
      "name": "AJMAL P",
      "display_name": "AJMAL P MUSTHAFA",
      "image_50x50": "https://img-c.udemycdn.com/user/50x50/anonymous_3.png",
      "initials": "AM",
      "tracking_id": "nfdthdlgSYm9ByKBjbn8xg",
      "public_display_name": "AJMAL P M."
    },
    "created_formatted_with_time_since": "2 months ago"
  },
  {
    "courseUrl": "https://www.udemy.com/course/100-days-of-code/",
    "class": "course_review",
    "id": 210667433,
    "content": "I loved the course, was easy to understand and I loved following along, and then when I felt more experienced and understanding the code. I completed it on my own. I felt I could complete everything on my own. Only thing is I do feel the course needs to be updated on some of the days. But otherwise I loved the course.",
    "rating": 4,
    "created": "2025-07-12T01:23:18-07:00",
    "modified": "2025-07-13T15:17:46-07:00",
    "user_modified": "2025-07-12T01:24:52-07:00",
    "user": {
      "_class": "user",
      "title": "Clark Allan",
      "name": "Clark",
      "display_name": "Clark Allan",
      "image_50x50": "https://img-c.udemycdn.com/user/50x50/anonymous_3.png",
      "initials": "CA",
      "tracking_id": "XYfYh9kJTS6vY2_0D9N6Mg",
      "public_display_name": "Clark A."
    },
    "created_formatted_with_time_since": "2 months ago"
  },
  {
    "courseUrl": "https://www.udemy.com/course/100-days-of-code/",
    "class": "course_review",
    "id": 211026043,
    "content": "Great course!!! But at some points the course feels outdated, and you'll have to do A LOT of research to stay on track.",
    "rating": 3,
    "created": "2025-07-16T06:26:02-07:00",
    "modified": "2025-07-17T16:22:34-07:00",
    "user_modified": "2025-07-16T06:27:38-07:00",
    "user": {
      "_class": "user",
      "title": "Krederick Nicholson",
      "name": "Krederick",
      "display_name": "Krederick Nicholson",
      "image_50x50": "https://img-c.udemycdn.com/user/50x50/anonymous_3.png",
      "initials": "KN",
      "tracking_id": "buhH7z_UR4-p6KGh3_UKUQ",
      "public_display_name": "Krederick N."
    },
    "created_formatted_with_time_since": "2 months ago"
  },
  {
    "courseUrl": "https://www.udemy.com/course/100-days-of-code/",
    "class": "course_review",
    "id": 209195213,
    "content": "This course is excellent, especially considering its low cost. However, I found the advanced section a bit boring and felt it could have been structured more effectively. The course seems somewhat disorganized in parts, and with better sponsorship and refinement, it could be even more efficient and valuable. Overall, it’s still a very good course!",
    "rating": 4.5,
    "created": "2025-06-25T20:14:51-07:00",
    "modified": "2025-09-02T07:11:38-07:00",
    "user_modified": "2025-09-02T07:11:38-07:00",
    "user": {
      "_class": "user",
      "title": "Abdul Kaium",
      "name": "Abdul",
      "display_name": "Abdul Kaium",
      "image_50x50": "https://img-c.udemycdn.com/user/50x50/anonymous_3.png",
      "initials": "AK",
      "tracking_id": "9f9juMt1QzS4r6nAD_IOIg",
      "public_display_name": "Abdul K."
    },
    "created_formatted_with_time_since": "2 months ago"
  },
  {
    "courseUrl": "https://www.udemy.com/course/100-days-of-code/",
    "class": "course_review",
    "id": 208271025,
    "content": "I actually went through everything in the course. I will say you will DEFINITELY learn Python and how to code. I would say this, around the advanced level, there are no more videos, yes solution in writing is given but I feel some in fact alot of these concepts aren't really covered in-depth. I understand you should be able to figure things out at this level but some more support than only written answers would have been nice as sometimes things are poorly explained or the objective isn't clear. Overall, i'd recommend this course.",
    "rating": 4.5,
    "created": "2025-06-16T07:45:34-07:00",
    "modified": "2025-06-18T02:15:19-07:00",
    "user_modified": "2025-06-16T07:48:02-07:00",
    "user": {
      "_class": "user",
      "title": "Daniel M",
      "name": "Daniel",
      "display_name": "Daniel M",
      "image_50x50": "https://img-c.udemycdn.com/user/50x50/anonymous_3.png",
      "initials": "DM",
      "tracking_id": "fpNbbBtxR3ua4_ROEeaBrA",
      "public_display_name": "Daniel M."
    },
    "created_formatted_with_time_since": "3 months ago"
  },
  {
    "courseUrl": "https://www.udemy.com/course/100-days-of-code/",
    "class": "course_review",
    "id": 214827827,
    "content": "This course taught me so much, and I absolutely loved it! I had always wanted to learn Python but never managed to find the time because of my busy freelancing career. Now that I’ve gained this knowledge, I’m excited to use it to improve and enhance my freelancing projects. A big thank you to Angela!",
    "rating": 5,
    "created": "2025-08-28T06:23:35-07:00",
    "modified": "2025-08-29T16:07:36-07:00",
    "user_modified": "2025-08-28T06:26:22-07:00",
    "user": {
      "_class": "user",
      "title": "M. Muizz",
      "name": "M.",
      "display_name": "M. Muizz",
      "image_50x50": "https://img-c.udemycdn.com/user/50x50/58763100_eab4_2.jpg",
      "initials": "MM",
      "tracking_id": "LNXGSCGZTNaPyD9lNXq7BQ",
      "public_display_name": "M. M."
    },
    "created_formatted_with_time_since": "3 weeks ago"
  },
  {
    "courseUrl": "https://www.udemy.com/course/100-days-of-code/",
    "class": "course_review",
    "id": 214913501,
    "content": "I Thank the instructor, platform, and course provider.\n\nI am grateful for the opportunity to complete this python course. The structured content and clear explanations made learning easier. And i really enjoyed the interactive coding assignments, which helped me practice in real-time.\nCompleting this python course was an enriching experience. I gained strong foundational skills in python and improved my problem solving abilities through hands-on practice. Excited to apply these skills in real-world projects.",
    "rating": 4.5,
    "created": "2025-08-29T03:47:28-07:00",
    "modified": "2025-08-30T16:24:44-07:00",
    "user_modified": "2025-08-29T04:07:29-07:00",
    "user": {
      "_class": "user",
      "title": "Mohammad Aatique Shaikh",
      "name": "Mohammad Aatique",
      "display_name": "Mohammad Aatique Shaikh",
      "image_50x50": "https://img-c.udemycdn.com/user/50x50/anonymous_3.png",
      "initials": "MS",
      "tracking_id": "IlaaKEChQxyQmLMdUOesiw",
      "public_display_name": "Mohammad Aatique S."
    },
    "created_formatted_with_time_since": "3 weeks ago"
  },
  {
    "courseUrl": "https://www.udemy.com/course/100-days-of-code/",
    "class": "course_review",
    "id": 212804423,
    "content": "That was a well-designed course by Angela. Her way of decreasing her assistance throughout the lessons bit by bit might seem odd at the beginning, but in the end, it is clear that she is not only teaching coding but also how to apply it without assistance from someone else. I am so satisfied about the level I am at the end of that course. Thank you.",
    "rating": 5,
    "created": "2025-08-05T04:42:46-07:00",
    "modified": "2025-08-06T16:28:40-07:00",
    "user_modified": "2025-08-05T04:48:28-07:00",
    "user": {
      "_class": "user",
      "title": "Musa Cem Küçükaslan",
      "name": "Musa Cem",
      "display_name": "Musa Cem Küçükaslan",
      "image_50x50": "https://img-c.udemycdn.com/user/50x50/anonymous_3.png",
      "initials": "MK",
      "tracking_id": "aoJrCuxeRg6Nw8qYX0qvCw",
      "public_display_name": "Musa Cem K."
    },
    "created_formatted_with_time_since": "a month ago"
  },
  {
    "courseUrl": "https://www.udemy.com/course/100-days-of-code/",
    "class": "course_review",
    "id": 213932675,
    "content": "IT WAS ACTUALLY REALLY GOOD, ESPECIALLY IN THE BEGINING. CLEAR EXPLANATIONS WITH GOOD PROJECTS FOR EVERY LEVEL. IT PICKED UP REALLY FAST AT AROUND DAY 60 BUT THAT JUST MEANT TAKING MORE TIME TO UNDERSTAND AND GO BACK IN THE COURSE. I STARTED WITH ZERO PYTHON KNOWLEDGE AND NOW I AM ALMOST CONFIDENT.",
    "rating": 4,
    "created": "2025-08-18T12:21:14-07:00",
    "modified": "2025-08-19T15:07:49-07:00",
    "user_modified": "2025-08-18T12:23:10-07:00",
    "user": {
      "_class": "user",
      "title": "VICTOR NNADI",
      "name": "VICTOR",
      "display_name": "VICTOR NNADI",
      "image_50x50": "https://img-c.udemycdn.com/user/50x50/anonymous_3.png",
      "initials": "VN",
      "tracking_id": "fqChqU2PTY6_MHDdqkm10w",
      "public_display_name": "VICTOR N."
    },
    "created_formatted_with_time_since": "a month ago"
  },
  {
    "courseUrl": "https://www.udemy.com/course/100-days-of-code/",
    "class": "course_review",
    "id": 207582343,
    "content": "This course is very well made, the Instructor has spent a lot of time making graphics and detailed explanations of topics and she also makes us do a lot of projects on our which everyone says is the best way to learn coding",
    "rating": 4,
    "created": "2025-06-08T13:42:26-07:00",
    "modified": "2025-08-16T01:19:49-07:00",
    "user_modified": "2025-08-16T01:19:49-07:00",
    "user": {
      "_class": "user",
      "title": "Aras Kursun",
      "name": "Aras",
      "display_name": "Aras Kursun",
      "image_50x50": "https://img-c.udemycdn.com/user/50x50/anonymous_3.png",
      "initials": "AK",
      "tracking_id": "GngAl4HLSSOerpCtkAv72g",
      "public_display_name": "Aras K."
    },
    "created_formatted_with_time_since": "3 months ago"
  },
  {
    "courseUrl": "https://www.udemy.com/course/100-days-of-code/",
    "class": "course_review",
    "id": 208683077,
    "content": "this course was hard \na lot of debugging and I still require a load of revision.....\nbut overall a great experience and lot of new things learned over a period of time.",
    "rating": 5,
    "created": "2025-06-20T05:37:14-07:00",
    "modified": "2025-06-21T16:17:08-07:00",
    "user_modified": "2025-06-20T05:38:30-07:00",
    "user": {
      "_class": "user",
      "title": "Veer Naik",
      "name": "Veer",
      "display_name": "Veer Naik",
      "image_50x50": "https://img-c.udemycdn.com/user/50x50/anonymous_3.png",
      "initials": "VN",
      "tracking_id": "KJomSuDVQbWuoc0Fnz5evg",
      "public_display_name": "Veer N."
    },
    "created_formatted_with_time_since": "3 months ago"
  },
  {
    "courseUrl": "https://www.udemy.com/course/100-days-of-code/",
    "class": "course_review",
    "id": 206831493,
    "content": "The best ever course that I bought on Udemy. It is not just watch and write, it pushes you to create projects, read documentation and get out of your comfort zone!",
    "rating": 5,
    "created": "2025-05-29T23:24:59-07:00",
    "modified": "2025-05-30T17:09:19-07:00",
    "user_modified": "2025-05-29T23:25:56-07:00",
    "user": {
      "_class": "user",
      "title": "Uğur YÜRÜK",
      "name": "Uğur",
      "display_name": "Uğur YÜRÜK",
      "image_50x50": "https://img-c.udemycdn.com/user/50x50/anonymous_3.png",
      "initials": "UY",
      "tracking_id": "8clWZzwqQBicJyCf75x0_A",
      "public_display_name": "Uğur Y."
    },
    "created_formatted_with_time_since": "3 months ago"
  },
  {
    "courseUrl": "https://www.udemy.com/course/100-days-of-code/",
    "class": "course_review",
    "id": 213455681,
    "content": "This course definitely covers from the very basics to quite advanced concepts. I would argue that some of the projects take more than one day, but it is well worth it.",
    "rating": 4.5,
    "created": "2025-08-12T15:13:34-07:00",
    "modified": "2025-08-13T21:13:11-07:00",
    "user_modified": "2025-08-12T15:15:12-07:00",
    "user": {
      "_class": "user",
      "title": "Remco Hofmans",
      "name": "Remco",
      "display_name": "Remco Hofmans",
      "image_50x50": "https://img-c.udemycdn.com/user/50x50/anonymous_3.png",
      "initials": "RH",
      "tracking_id": "40f7IleXTFC9h1PSrIIs2g",
      "public_display_name": "Remco H."
    },
    "created_formatted_with_time_since": "a month ago"
  },
  {
    "courseUrl": "https://www.udemy.com/course/100-days-of-code/",
    "class": "course_review",
    "id": 214901075,
    "content": "This course pushes brain-storming and critical thinking, thanks to which I can not only listen but actually learn. And the end lecture for every day really helps me keep going.",
    "rating": 5,
    "created": "2025-08-29T01:20:59-07:00",
    "modified": "2025-08-30T16:06:47-07:00",
    "user_modified": "2025-08-29T01:22:37-07:00",
    "user": {
      "_class": "user",
      "title": "Aditya Dubey",
      "name": "Aditya",
      "display_name": "Aditya Dubey",
      "image_50x50": "https://img-c.udemycdn.com/user/50x50/anonymous_3.png",
      "initials": "AD",
      "tracking_id": "mqMqenfgSsqo0UP5vfS7Pg",
      "public_display_name": "Aditya D."
    },
    "created_formatted_with_time_since": "3 weeks ago"
  },
  {
    "courseUrl": "https://www.udemy.com/course/100-days-of-code/",
    "class": "course_review",
    "id": 211061747,
    "content": "This is such a great course! I have recommended this course to friends and family members who are interested in learning about Python or even programming in general. After going through this course, I became quite confident in Python and was able to use whatever I learned here to create my own Python automated solutions. Dr. Yu doesn't hold your hand. If you actually attempt and try to understand the practice challenges, you *will* learn. The one thing I wish this course had is to talk more about project structures and I guess a bit of Python style guides (such as PEP 8). I think these things are important in writing more professional code which can prove invaluable in portfolio projects. Thanks Dr. Yu!",
    "rating": 5,
    "created": "2025-07-16T13:31:29-07:00",
    "modified": "2025-07-17T16:22:32-07:00",
    "user_modified": "2025-07-16T13:35:09-07:00",
    "user": {
      "_class": "user",
      "title": "Ross Tejada",
      "name": "Ross",
      "display_name": "Ross Tejada",
      "image_50x50": "https://img-c.udemycdn.com/user/50x50/anonymous_3.png",
      "initials": "RT",
      "tracking_id": "ipYN-8G9S8uoLLoSmi2SQg",
      "public_display_name": "Ross T."
    },
    "created_formatted_with_time_since": "2 months ago"
  },
  {
    "courseUrl": "https://www.udemy.com/course/100-days-of-code/",
    "class": "course_review",
    "id": 212097287,
    "content": "Being a beginner to python. The tutor explains everything so effortlessy that i get to understand",
    "rating": 5,
    "created": "2025-07-28T13:31:15-07:00",
    "modified": "2025-07-30T00:37:41-07:00",
    "user_modified": "2025-07-28T13:31:15-07:00",
    "user": {
      "_class": "user",
      "title": "Philip Brian Opolot",
      "name": "Philip Brian",
      "display_name": "Philip Brian Opolot",
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      "initials": "PO",
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  {
    "courseUrl": "https://www.udemy.com/course/100-days-of-code/",
    "class": "course_review",
    "id": 206353919,
    "content": "Thahk you for the course. It was a long journey with a lot of things to learn, a lot of interesting projects some of which I use in my daily work too. Materials are great and almost every aspect of Python is presented. What I don't like is that some of the projects are very long and difficult and one day is not enough to finish them. For most of the last 20 I needed 2 or 3 days (3 hours per day). The course can be shorter and for some one project can take two days instead of one. There are copy paste project too where the only difference was one or two additional tasks. Also course is outdated. According to some statistics web pages written on python are only 2 % of all. May be 2020 it was used but in 2025 noone uses python for web development. In the course there are a lot of such projects may be about 20 which can be made informative and done only in 4 or 5. Also selenium and flask are not technologies which are so important to take 15+ days of learning. Probably they just want to fill these 100 days with something. And why not data science or machine learning - something that is widely used with python for sure? This is the reason I didn't give 5 stars.\nExcept these suggestions the course was good and a very pleasant experience. Angela is great! Thank you!",
    "rating": 4,
    "created": "2025-05-25T05:44:58-07:00",
    "modified": "2025-05-29T13:04:13-07:00",
    "user_modified": "2025-05-25T05:54:00-07:00",
    "user": {
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      "title": "Georgi Katsarov",
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    "id": 209218545,
    "content": "I had a great experience with this course. The content was well-structured, easy to follow, and very informative. I learned a lot and feel more confident in my skills now. Highly recommended for anyone looking to get started or build a strong foundation.",
    "rating": 5,
    "created": "2025-06-26T00:54:24-07:00",
    "modified": "2025-06-27T15:09:17-07:00",
    "user_modified": "2025-06-26T00:56:04-07:00",
    "user": {
      "_class": "user",
      "title": "Md Nurul Hasan",
      "name": "Md Nurul",
      "display_name": "Md Nurul Hasan",
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      "public_display_name": "Md Nurul H."
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]

🎯Why scrape Udemy course reviews?

Scraping Udemy course reviews isn’t just about pulling text — it’s about unlocking insights that can shape better decisions. Reviews hold hidden signals about student satisfaction, instructor performance, and market trends that would take hours to uncover manually. With an automated scraper, you can transform scattered feedback into structured data that’s ready for action.

• 📊 Course quality benchmarking – Compare ratings and feedback across multiple courses to see which ones truly deliver value.

• 📈 Market research & trend analysis – Spot rising topics, identify gaps in course offerings, and follow learner demand over time.

• 🗣️ Instructor engagement tracking – Measure how often instructors respond to reviews and how it impacts overall satisfaction.

• 💵 Pricing & promo impact analysis – Link student reviews to course pricing strategies, discounts, or limited-time promotions.

• 🤝 Affiliate due diligence – Validate which courses have high engagement before promoting them in affiliate campaigns.

• 🛟 Support triage & FAQ mining – Extract common complaints or questions and use them to build stronger FAQs or pre-sales content.

By scraping Udemy reviews, you move from guesswork to data-driven decision-making, giving your team a competitive edge in the e-learning space.

How many results can you scrape with the Udemy Course Reviews Scraper? 🔎

The Udemy Course Reviews Scraper can extract thousands of reviews, but a few practical limits apply. Udemy paginates reviews, so data must be collected page by page. The scraper handles this automatically, but your chosen maxItems setting will decide how many reviews to pull. For smaller courses with only a few dozen reviews, you’ll get everything in a single run. For massive courses with tens of thousands of reviews, batching runs is the best strategy.

⚠️ Important factors to consider:

• 📑 Pagination – Reviews are split across multiple pages, so expect longer runtimes for larger courses.

• ⏱️ Rate limits – Built-in proxy rotation and delays help you stay undetected.

• 🎛️ maxItems – You control the upper limit; set it high for full capture or low for samples.

Guidance Table

Course Size	Average Reviews	Recommended Batch Size
Small niche course	50–200	Single run (all at once)
Popular course	1,000–5,000	Runs of 1,000–2,000 reviews
Bestseller / Long-running	10,000+	Break into 3–5 batches

With the right batching, you can scrape entire review histories and avoid timeouts or failed runs.

How much will scraping Udemy reviews cost you? 💰

The Udemy Course Reviews Scraper is one of the most affordable tools for gathering student feedback at scale. You can get started for as little as $5 per month, which easily covers typical needs for small to mid-sized projects.

Here’s how pricing usually works:

• Base Plan – $5/month for light users scraping a manageable number of reviews from a few courses.

• Scaling Up – If you’re pulling thousands or tens of thousands of reviews, costs grow based on runtime, proxy usage, and storage, but still remain very cost-effective.

• Pay-as-you-go Flexibility – Costs scale with the resources you actually consume, so you only pay for the data you scrape.

This makes the scraper a budget-friendly option for educators, researchers, agencies, and developers who want structured course feedback without expensive tools or tedious manual work.

Is it legal to scrape Udemy reviews? ⚖️

Scraping Udemy reviews is generally possible, but legality depends on how you do it. Reviews are publicly visible, yet platforms like Udemy have terms of service (ToS) and technical safeguards that must be respected. Using a scraper responsibly means balancing your data needs with compliance.

Here’s a quick compliance checklist ✅:

• 📜 Respect robots.txt and ToS – avoid endpoints that are blocked or explicitly disallowed.

• ⏱️ Follow rate limits – don’t overload Udemy’s servers; use built-in throttling.

• 🌍 Public data only – scrape reviews visible without login; never bypass authentication walls.

• 🔐 Avoid PII enrichment – do not attempt to combine usernames with external personal data.

• 🛡️ Educational or analytics purpose – focus on research, insights, or market analysis, not exploitation.

• 🔄 Proxy use – rotate responsibly to mimic human traffic without abuse.

Handled this way, scraping reviews is typically safe for research, competitive analysis, or market insights. However, laws and platform policies may vary by region.

⚠️ Disclaimer: This content is for informational purposes only. Always consult a qualified legal professional for guidance on your specific use case.

FAQ ❓

Can I scrape multiple courses at once?

Yes ✅. Just add multiple course URLs into the courseUrls field, and the scraper will process them in a single run.

How do I avoid rate limits?

Use built-in proxy rotation, add reasonable delays, and avoid setting maxItems too high in one run.

How fresh is the data?

Data is scraped in real time, so every run collects the most up-to-date reviews directly from Udemy.

Can I filter by rating/language/date?

Yes. You can configure filters to capture only specific ratings (e.g., 4★+), limit reviews by date, or target a language code.

Does it capture instructor responses?

Absolutely. The scraper includes instructor replies whenever they’re available under a review.

Can I run it on a schedule?

Yes. You can automate recurring runs—daily, weekly, or monthly—through Apify or API scheduling.

How do I analyze sentiment at scale?

Export reviews into JSON/CSV and run them through NLP libraries or BI tools for sentiment analysis.

What if Udemy changes the layout?

Scrapers are updated regularly, but if changes break it, patches are released quickly.

Is there a Python/Node client?

Yes. Apify provides both Python and Node.js SDKs, plus REST API access.

How do I store big outputs?

You can save large datasets to Apify Storage, download as JSONL/CSV, or push directly to external storage (S3, BigQuery, etc.).

Conclusion 🎓

The Udemy Course Reviews Scraper is a powerful yet simple way to transform scattered student feedback into actionable insights. From benchmarking course quality to analyzing instructor engagement and market trends, it saves hours of manual work while delivering structured data in JSON or CSV. Whether you’re an educator, researcher, or agency, this tool helps you make smarter, data-driven decisions. Start with just $5/month, run it via Apify, API, or CLI, and unlock the full potential of Udemy reviews today. 🚀