Walmart Product Reviews API
Scrape Walmart product reviews instantly with a simple API call
Last Updated: February 4, 2025
A GET request to our /api/getter/?platform="walmart_reviews" endpoint allows you to scrape customer reviews for any product listing URL on Walmart.com in real-time.
Example
To scrape customer reviews for an Evenflo car seat, you can use the following command:
1 | |
1 2 3 4 5 | |
1 2 3 | |
1 2 3 4 5 6 | |
1 2 3 4 5 6 | |
Query Parameters
As you can see in the example above, our endpoint needs the following query parameters:
Product URL
url
Required
The URL of the product listing page on Walmart.com for which you want to scrape reviews.
Page Number
page
Optional
The page number for which you want the results. Default value is 1.
Sort By
sort_by
The sorting order for the reviews. Default value is recent. Other possible values are:
- recent
- relevant
- lowest
- highest
- helpful
Platform
platform
Required
Specifies the scraping engine you wish to invoke. In this case, the value should be walmart_reviews.
api_key
Required
Your account's token—which can be obtained by signing up here.
Note
The value of the query parameter url must be URL or percent encoded. If you're using Python, this can be done with the function urlencode.
Results
The response will include the following attributes for each review present in the response:
| Attributes Returned | Data Type | Information Represented |
|---|---|---|
| id | string | Retailer ID of the review |
| date | string | Date when review was published |
| author_name | string | Reviewer's name |
| author_url | string | Reviewer's retailer profile link |
| rating | float | Rating by reviewer |
| review_title | string | Review title |
| review_url | string | Link to review |
| review_text | string | Review's text content |
| review_imgs | list | List of image URLs included in the review |
| meta_data | dict | Dict containing meta data like verified purchase status, helpful votes, etc. |
| lang_code | string | Language code of the review |
| response | string | Seller's response to the review, if any |
Response Example
Each request returns up to 10 reviews. Here's the response you can expect for the request showcased above:
{
"success": true,
"url": "https://www.walmart.com/ip/Midea-5-000-BTU-150-Sq-ft-Mechanical-Window-Air-Conditioner-White-MAW05M1WWT/212092810",
"page": 1,
"sort_by": "helpful",
"total_results": 6287,
"no_of_pages": 315,
"result_count": 10,
"reviews": [
{
"date": "2024-04-28",
"id": "342914109",
"rating": 5.0,
"review_title": "Great Little A/C Unit!!",
"review_text": "Our bedroom unit went out after 7 years of us living here and who knows how many before that. I am so happy that I bought this and you can't beat the price either. This unit was very easy to install and within 10 minutes of intally turning it on, our room was significantly cooler. It blows such ice cold air we haven't even attempted to turn it on past 5 since then, It goes up to 7, lol. I am looking forward to the summer now. This is probably the best one I've owned so far.",
"review_url": null,
"author_name": "Anne",
"author_url": null,
"review_imgs": [
"https://i5.walmartimages.com/dfw/6e29e393-e16f/k2-_1683aa09-8b0a-4e51-a067-f60ddee962c2.v1.jpg"
],
"meta_data": {
"seller_name": "Walmart.com",
"variant_info": {
"Color": "White"
},
"verified_purchase": true,
"helpful_vote_count": 53,
"negative_feedback_count": 2,
"is_recommended": null
},
"lang_code": "en-US",
"response": "Hi Anne, We appreciate your positive review of our Midea 5,000 BTU Mechanical Window Air Conditioner. We're glad you're pleased with the unit's performance. Have a great day! Midea Customer Support. (BBB A+ Accredited Business)"
},
{
"date": "2024-05-14",
"id": "344487239",
"rating": 3.0,
"review_title": "okay for what it is.",
"review_text": "Does it cool Yes does it make it Extremely cold No. I personally am a cold person. On all the previous units i have purchased the ac turned on makes it so cold i have to turn it off. this however while it does for sure cool the room down to a comfortable temp it does not make it cold. It is not too hot outside right now either im orried it sill not be cool enough for my fiance who is the person I got this for. That being said it does its job in cooling You looks a star becuase in the decriptioj of the item it advises that it is Remote Controlled this very obviously is not If you do want a remote control make sure you get a diffent one.",
"review_url": null,
"author_name": "Em",
"author_url": null,
"review_imgs": [
"https://i5.walmartimages.com/dfw/6e29e393-c3e9/k2-_34fd10ff-2d48-4b37-bcc7-3aee86bcd7f4.v1.jpg"
],
"meta_data": {
"seller_name": "Walmart.com",
"variant_info": {
"Color": "White"
},
"verified_purchase": true,
"helpful_vote_count": 11,
"negative_feedback_count": 1,
"is_recommended": null
},
"lang_code": "en-US",
"response": "Hi Em, we appreciate you taking the time to review our Midea 5,000 BTU Mechanical Window Air Conditioner. We're sorry to hear that the unit's cooling operation did not meet your expectations, and we apologize for the advertisement being listed. We will update the page to reflect accurate information as quickly as possible. To better understand and assess the issue, please contact us at digitalsupport@midea.com. Have a wonderful day! Midea Customer Support. (BBB A+ Accredited Business)"
},
{
"date": "2024-06-20",
"id": "347619161",
"rating": 2.0,
"review_title": "Misleading",
"review_text": "I specifically chose this unit because in the at a glance section, it said there was a remote control and a timer. My apartment was 90 degrees so needed to install the unit. No remote or timer. Also, the silver part in the back of the unit was damaged when I took it out of the box. Yes, it did cool down my bedroom so I could sleep but it runs nonstop and I had to get up numerous times to turn it off and on.",
"review_url": null,
"author_name": "DB",
"author_url": null,
"review_imgs": [
"https://i5.walmartimages.com/dfw/6e29e393-9d20/k2-_a3031ec9-45bd-4657-88b0-3996e55efe40.v1.jpg",
"https://i5.walmartimages.com/dfw/6e29e393-9ec4/k2-_01dd5183-0dae-4103-a4e2-a0c2294d0925.v1.jpg",
"https://i5.walmartimages.com/dfw/6e29e393-cd4b/k2-_c5362780-0886-4f2b-be83-f8c4af2d2030.v1.jpg"
],
"meta_data": {
"seller_name": "Walmart.com",
"variant_info": {
"Color": "White"
},
"verified_purchase": true,
"helpful_vote_count": 20,
"negative_feedback_count": 9,
"is_recommended": null
},
"lang_code": "en-US",
"response": "Hello DB, thank you for reviewing our Midea 5,000 BTU Mechanical Window Air Conditioner. We're sorry to hear about the condition in which you received your unit and we apologize that the unit's operation didn't meet your expectations. This unit is not compatible with a remote, and it's normal for the compressor to cycle off when the desired temperature is reached and for the fan to continue running. If you have any further questions or concerns, don't hesitate to reach out to us at digitalsupport@midea.com. Have a great day! Midea Customer Support. (BBB A+ Accredited Business)"
},
{
"date": "2024-05-06",
"id": "343653465",
"rating": 2.0,
"review_title": "You get what you pay for !!",
"review_text": "The unit was easy to setup, although I should've looked into the unit more. I wasn't aware of the unit NOT having Temperature Control. We let the unit run over two hours and yes it done it's job, although it would be nice if the unit would manually shut off once a certain temperature is reached.",
"review_url": null,
"author_name": "Cody",
"author_url": null,
"review_imgs": [
"https://i5.walmartimages.com/dfw/6e29e393-88b4/k2-_27e08c43-6466-4832-a100-8fae32a545e1.v1.jpg"
],
"meta_data": {
"seller_name": "Walmart.com",
"variant_info": {
"Color": "White"
},
"verified_purchase": true,
"helpful_vote_count": 45,
"negative_feedback_count": 19,
"is_recommended": null
},
"lang_code": "en-US",
"response": "Hello Cody, thank you for reviewing our Midea 5,000 BTU Mechanical Window Air Conditioner. We apologize that the unit's operation did not meet your expectations. The compressor will cycle off when the desired temperature is reached, but the fan will continue running. If you have additional questions or concerns, feel free to reach out to us at digitalsupport@midea.com. Have a wonderful day! Midea Customer Support, a BBB A+ Accredited Business."
},
{
"date": "2024-07-10",
"id": "349773086",
"rating": 1.0,
"review_title": "Regret Purchasing- Beware",
"review_text": "I purchased this small unit for a single bedroom for a dementia patient I help with. I got it home and was opening to place the window unit. To my surprise, some of the parts and buts were growing and covered with mold. I am sure that cant be good to put into the air. I contacted support with no resolution other than to return to store or 10% of my money back. AC units arent always easy to tote back and forth, however I will be toting this one back for a full refund and purchasing an ac unit elsewhere.",
"review_url": null,
"author_name": "Mo",
"author_url": null,
"review_imgs": [
"https://i5.walmartimages.com/dfw/6e29e393-7364/k2-_bf130498-a5df-43d2-90b2-7607f1dd7e18.v1.jpg"
],
"meta_data": {
"seller_name": "Walmart.com",
"variant_info": {
"Color": "White"
},
"verified_purchase": true,
"helpful_vote_count": 3,
"negative_feedback_count": 0,
"is_recommended": null
},
"lang_code": "en-US",
"response": "Hello Mo, thank you for reviewing our Midea 5,000 BTU Mechanical Window Air Conditioner. We apologize for the condition in which your unit was received. To better assess the issue, please contact us at digitalsupport@midea.com. Have a great day! Midea Customer Support. (BBB A+ Accredited Business)"
},
{
"date": "2024-04-06",
"id": "340780884",
"rating": 1.0,
"review_title": "Ants inside!",
"review_text": "The Ac unit itself seems to he working ok. The problem I had was that we got it installed in the window and turned it on. One it had ran about a minute Ants started flying out all over the place. I don't mean a few Ants, this was 30-40. Most of the bugs were dead but there was a handful that was still alive. Not to mention the fact that they're red Ants of some sort that sting. I was extremely disappointed. I ordered an AC unit, not a bug infestation!",
"review_url": null,
"author_name": "blindnight",
"author_url": null,
"review_imgs": [],
"meta_data": {
"seller_name": "Walmart.com",
"variant_info": {
"Color": "Black"
},
"verified_purchase": true,
"helpful_vote_count": 4,
"negative_feedback_count": 1,
"is_recommended": null
},
"lang_code": "en-US",
"response": "Hello Blindnight, thank you for reviewing our Midea 5,000 BTU Mechanical Window Air Conditioner. We apologize for the condition in which your unit was received. To better understand and resolve the issue, please contact us at digitalsupport@midea.com. Have a great day! Midea Customer Support. (BBB A+ Accredited Business)"
},
{
"date": "2024-06-19",
"id": "347570417",
"rating": 1.0,
"review_title": "Damaged right out of the box",
"review_text": "Best unit was damaged when I opened the box. Funny thing is the box wasn't damaged whoever packaged this package to damaged. I called media like they told me to point the owner's manual where it says stop do not take this back to Walmart. And they told me to take it back to walmart.",
"review_url": null,
"author_name": "jore",
"author_url": null,
"review_imgs": [
"https://i5.walmartimages.com/dfw/6e29e393-8a09/k2-_303e69dc-7ce6-4518-b73a-32472073971a.v1.jpg"
],
"meta_data": {
"seller_name": "Walmart.com",
"variant_info": {
"Color": "White"
},
"verified_purchase": true,
"helpful_vote_count": 3,
"negative_feedback_count": 0,
"is_recommended": null
},
"lang_code": "en-US",
"response": "Hello Jore, thank you for reviewing our Midea 5,000 BTU Mechanical Window Air Conditioner. We apologize for the condition in which your unit was received. To better assess the damages caused, please contact us at digitalsupport@midea.com. Have a great day! Midea Customer Support. (BBB A+ Accredited Business)"
},
{
"date": "2024-04-21",
"id": "342228584",
"rating": 1.0,
"review_title": "Damaged box and air conditioner unit upon delivery",
"review_text": "Upon receiving the delivered AC unit, the box was damaged, after opening the box and taking the unit out the air conditioner unit on the same side as the box damaged was also cracked and damaged. I plug the unit in to see if it would even work and it did not work. Guessing the delivery driver or somebody at the Walmart drop the box and damage the merchandise. I was unable to return the AC unit because I lost her through the receipt away so I ended up buying a new one.",
"review_url": null,
"author_name": "Keri",
"author_url": null,
"review_imgs": [
"https://i5.walmartimages.com/dfw/6e29e393-e8fe/k2-_2ca4be5d-72e0-47c6-8090-c39072e116b0.v1.jpg",
"https://i5.walmartimages.com/dfw/6e29e393-ec39/k2-_018a5b77-40b0-4ccc-9946-f9c845f195f0.v1.jpg",
"https://i5.walmartimages.com/dfw/6e29e393-5d81/k2-_f3a9ac43-8107-4bb2-b3b3-c14d298a6997.v1.jpg"
],
"meta_data": {
"seller_name": "Walmart.com",
"variant_info": {
"Color": "White"
},
"verified_purchase": true,
"helpful_vote_count": 7,
"negative_feedback_count": 3,
"is_recommended": null
},
"lang_code": "en-US",
"response": "Hi Keri, Thank you for reviewing our Midea 5,000 BTU Mechanical Window Air Conditioner. We apologize for the condition in which your unit was received, and we're sorry that your unit has not been operating as expected. To better assess the issue, please get in touch with us at digitalsupport@midea.com. Have a great day! Midea Customer Support. (BBB A+ Accredited Business)"
},
{
"date": "2024-04-25",
"id": "342580778",
"rating": 1.0,
"review_title": "Awful. Dont waste your money",
"review_text": "Im returning it after a week. Its been 70 degrees in my area and this AC is blowing HOT AIR. Its on the highest cool setting and it can't compete with 70 degrees? Honey, we average 90 here in the summer. This wont do. Its placed in a small bedroom. PLEASE, spend the extra bucks to get a better one or youll end up like me. Tugging this heavy thing BACK to walmart.",
"review_url": null,
"author_name": "Krystal",
"author_url": null,
"review_imgs": [
"https://i5.walmartimages.com/dfw/6e29e393-2c56/k2-_99fd6df0-9117-4d61-a124-ba238ea79eb7.v1.jpg"
],
"meta_data": {
"seller_name": "Walmart.com",
"variant_info": {
"Color": "White"
},
"verified_purchase": true,
"helpful_vote_count": 76,
"negative_feedback_count": 39,
"is_recommended": null
},
"lang_code": "en-US",
"response": "Hi Krystal, thank you for reviewing our Midea 5,000 BTU Mechanical Window Air Conditioner. We're sorry to hear that the unit's cooling operation did not meet your expectations. To better assess the issue, please contact us at digitalsupport@midea.com. Have a great day! Midea Customer Support. (BBB A+ Accredited Business)"
},
{
"date": "2024-06-28",
"id": "348475533",
"rating": 1.0,
"review_title": "Sent a returned item",
"review_text": "we were charged full price for an item that was clearly marked as returned and clearance and are being refused anything except returning it to the store which is not possible for us at this time.",
"review_url": null,
"author_name": "sassydi16a",
"author_url": null,
"review_imgs": [
"https://i5.walmartimages.com/dfw/6e29e393-a3dd/k2-_7ee4f155-c752-4762-8863-6c1589b80760.v1.jpg",
"https://i5.walmartimages.com/dfw/6e29e393-22e9/k2-_1cce6148-383f-4e13-b85f-5142319469ce.v1.jpg",
"https://i5.walmartimages.com/dfw/6e29e393-81b2/k2-_16dd46e9-1908-482a-910e-b4022e566baa.v1.jpg"
],
"meta_data": {
"seller_name": "Walmart.com",
"variant_info": {
"Color": "White"
},
"verified_purchase": true,
"helpful_vote_count": 9,
"negative_feedback_count": 0,
"is_recommended": null
},
"lang_code": "en-US",
"response": "Hi, sassydi16a. Thank you for reviewing our Midea 5000 BTU Window Air Conditioner. We are sorry to hear about your experience. We urge you to keep in touch with the Walmart Support Team for further assistance. We hope you have a fantastic day! Midea Customer Care (BBB A+ Accredited Business)."
}
],
"meta_data": {},
"remaining_credits": 1998469.0
}
Request Cost
10 credits are deducted for each successful request
Support
If you want to add a parameter to our response, or have any question or feedback, please write to us at support@unwrangle.com