Pricing

from $2.69 / 1,000 reviews

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Shopee Reviews Scraper: Ratings, Photos, Seller Replies

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Scrape Shopee product reviews by product link or shop and item id in 8 markets (SG, MY, TH, PH, VN, TW, ID, BR): star rating, text, date, reviewer name, variant bought, photos, video, sub ratings and seller reply, plus a free rating count row per product. Filter by stars, media or date. No login.

Pricing

from $2.69 / 1,000 reviews

Rating

0.0

(0)

Developer

The Mine Works

Actor stats

Bookmarked

Total users

Monthly active users

19 hours ago

Last modified

Categories

E-commerce

Lead generation

review_id

Optional

Shopee review id, stable across runs: use it to de-duplicate

Type:string

rating

Optional

Star rating, 1 to 5

Type:integer

comment

Optional

The buyer's written review, as posted (absent on a star only rating)

Type:string

has_comment

Optional

True when the buyer wrote text

Type:boolean

created_at

Optional

When the review was posted, ISO 8601 UTC

Type:string

reviewer_name

Optional

Reviewer name as Shopee shows it; anonymous buyers are masked, e.g. a*****e

Type:string

reviewer_anonymous

Optional

True when the buyer chose to post anonymously

Type:boolean

variant

Optional

The variant bought (model, colour, size), as Shopee names it

Type:string

variant_id

Optional

Shopee model id of the variant bought

Type:string

product_id

Optional

Shopee item id of the product

Type:string

shop_id

Optional

Shopee shop id

Type:string

product_name

Optional

Product name

Type:string

product_url

Optional

Link to the product

Type:string

likes

Optional

Helpful votes on the review, when Shopee sends them

Type:integer

has_media

Optional

True when the review has a buyer photo or video

Type:boolean

image_count

Optional

Number of buyer photos

Type:integer

video_count

Optional

Number of buyer videos

Type:integer

image_urls

Optional

Buyer photo links, full size

Type:string[]

video_urls

Optional

Buyer video links (mp4)

Type:string[]

seller_reply

Optional

The shop's public reply

Type:string

seller_reply_at

Optional

When the shop replied, ISO 8601 UTC

Type:string

has_seller_reply

Optional

True when the shop replied

Type:boolean

product_quality

Optional

Sub rating for product quality, 1 to 5

Type:integer

seller_service

Optional

Sub rating for seller service, 1 to 5

Type:integer

delivery_service

Optional

Sub rating for delivery, 1 to 5

Type:integer

review_tags

Optional

Shopee's review prompts the buyer answered, e.g. Sound Quality, Colour

Type:string[]

follow_up_comment

Optional

A later follow up review by the same buyer

Type:string

buyer_region

Optional

Buyer's country code as Shopee reports it

Type:string

is_overseas_buyer

Optional

True for a cross border buyer

Type:boolean

country

Optional

Shopee market code: SG, MY, TH, PH, VN, TW, ID or BR

Type:string

marketplace

Optional

Shopee host, e.g. shopee.sg

Type:string

position

Optional

Rank of the review within its product in this run, 1 = newest

Type:integer

source

Optional

The input line this row answers

Type:string

scraped_at

Optional

When the row was written, ISO 8601 UTC

Type:string

_type

Optional

Only on non review rows: product_summary, shop_summary, summary, info or error. Review rows have no _type

Type:string

reviews_delivered

Optional

Summary: review rows delivered

Type:integer

ratings_found

Optional

Summary: reviews of the product read in Shopee's feed, all filters but stars ignored

Type:integer

ratings_found_by_star

Optional

Summary: reviews read per star, keys 1 to 5

Type:object

average_rating_found

Optional

Summary: average star of the reviews read

Type:number

found_with_comment

Optional

Summary: reviews read that have text

Type:integer

found_with_media

Optional

Summary: reviews read that have photos or video

Type:integer

found_with_seller_reply

Optional

Summary: reviews read that the shop replied to

Type:integer

newest_review_at

Optional

Summary: newest review read

Type:string

oldest_review_at

Optional

Summary: oldest review read

Type:string

shop_history_read_back_to

Optional

Summary: oldest review of the shop the run reached

Type:string

counts_complete

Optional

Summary: true when every star list asked was read to its end, so the counts are the product's full counts in Shopee's feed

Type:boolean

star_lists

Optional

Summary: per star, complete, complete_to_date, limit_reached, stopped or not_requested

Type:object

coverage

Optional

Summary: complete, complete_to_date, stopped_at_max, shopee_limit, no_reviews_found or stopped

Type:string

coverage_note

Optional

Summary: what the coverage means, in plain words

Type:string

feed_pages_read

Optional

Summary: pages of the shop's review feed read

Type:integer

error_type

Optional

Error rows: why the input could not be read

Type:string

reason

Optional

Error rows: what went wrong and what to do

Type:string

message

Optional

Info rows: a note about the run

Type:string

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