BestBuy US Product Reviews

Give one BestBuy US product page URL and an expected review count to receive public reviews, ratings, reviewer details, and posted times

Source · en-USRevenir à la traduction

Collecte de données E-commerce & Retail General Web Reviews & Ratings

Aperçu

Public BestBuy US product reviews capture how shoppers describe quality, defects, setup friction, and whether they would buy again. This Data App turns the public review area of one BestBuy US product page into a consistent set of records covering review titles, body text, star ratings, reviewer names, media, SKU identifiers, and posted times.

The result is built for repeatable reputation analysis instead of scrolling review pages. Each review keeps its original wording and stays linked to the product page and SKU, so praise and complaints can be compared across products and collection runs with the same fields.

Data notes

The data covers publicly visible BestBuy US product reviews for the supplied product page URL at collection time. Each normal record is identified by its Comment ID, which removes duplicates across collected pages. Deleted, restricted, and non-public reviews are outside the coverage. BestBuy Canada and other country sites are not covered.

Rating, reviewer details, image lists, and product identifiers are snapshots and may change after collection. Comment type, Site code, and Platform code retain source codes. Posted at and Collected at preserve the source timestamps without inferring a timezone. Source item and No data retain the collection outcome when a product has no public review result. Image URLs and Video URLs are stored as source text, often a JSON list of links.

What the results look like

Each normal record represents one publicly visible product review of the selected BestBuy US product.

Comment ID	Review title	Review text	Rating	Reviewer name	Posted at
18316193-e0e9-3fdf-8895-56e6910deb33	Overall Happy	Overall good vacuum! Mops well, vacuum doesn't pick up anything too big but still does well. It can go on small ledges (sloped) and avoid falling down stairs. I had some connectivity issues but once I got it connected have had no problems.	4	JaynaA	2025/01/01 15:14:30
e37c7d61-b555-3b07-b854-212d2b3172af	Best gift ever	My wife absolutely loves the Shark 2-in-1 vacuum/mop. It cleans althe floors very well and it is exactly what she’s been looking for since we moved into a house with tile and carpet. The change out to mop feature is simple and so is set up. Does a good job navigating around and is very thorough in doing its job.	5	RobertL	2023/12/08 08:42:50

Additional values include Product URL, SKU ID, Image URLs, and Collected at.

Use cases

Split reviews by Rating, then read Review title and Review text to locate low-score issues.
Compare Reviewer name with Review text when judging how much weight to give a review.
Count Comment ID by Posted at to see how the mix of feedback changed over time.
Read Review title alongside Image URLs to separate headline praise from photo-backed complaints.

Périmètre et limites

Each run accepts one BestBuy US product page URL and an expected review count. Results are returned and billed in complete batches of 20, so the actual count may be rounded up. Only publicly visible BestBuy US product reviews are covered.

Adapté pour
When you need public review titles, body text, and star ratings for one BestBuy US product page
When you need reviewer names, review media, SKU identifiers, and posted times for reputation analysis

À ne pas utiliser pour
When you need reviews from more than one product in a single run — submit a separate run for each product page
When you need BestBuy Canada or another country site rather than BestBuy US
When you need deleted, restricted, or non-public reviews

Gestion des échecs

Comportement en cas d'échec et de nouvelle tentative déclaré par l'auteur. Nous vous recommandons de l'inclure dans votre prompt système lors de l'intégration.

1If no reviews are returned, verify the product page URL and confirm that the reviews are publicly visible
2Retry later after rate limiting, temporary service unavailability, or a timeout
3When the submission outcome is unknown, avoid immediate repeated submissions that could create duplicate tasks
4If authentication fails, verify the API Key configured for the execution environment
5If the task context does not match or the task has expired, submit a new collection instead of retrying the same task
6A partial success returns the reviews that were completed; the actual count may still differ from the expected value after batch rounding

Entrée

Paramètres requis pour appeler cette App, générés à partir de l'input.schema du manifest.json.

Champ	Nom métier	Type	Requis	Défaut	Énum / Contraintes	Exemple	Description
product_url	Product page URL	string	Oui	—	—	https://www.bestbuy.com/site/6514530.p?skuId=6514530	The BestBuy US product page to collect public reviews from. Enter one product URL such as https://www.bestbuy.com/site/6514530.p?skuId=6514530.
review_count	Expected review count	string	Oui	—	—	2	The expected number of reviews to collect. Results are returned and billed in complete batches of 20, so the actual count may be rounded up, and fewer than 20 reviews still count as one batch. Larger values take longer and cost more.
sort_order	Review sort order	string(enum)	Non	8	4 (Newest) / 8 (Most relevant) / 9 (Most helpful) / 10 (Oldest) / 11 (Highest rating) / 12 (Lowest rating)	—	How the collected reviews are ordered: 4 newest, 8 most relevant, 9 most helpful, 10 oldest, 11 highest rating, 12 lowest rating. Default 8, most relevant first.

Sortie

Structure des champs d'un enregistrement, générée à partir de l'output.schema du manifest.json.

Champ	Nom métier	Type	Exemple	Description
comment_id	Comment ID	string	18316193-e0e9-3fdf-8895-56e6910deb33	The stable unique identifier of the BestBuy US product review
biz_id	Product key	string	https://www.bestbuy.com/site/6514530.p?skuId=6514530	The source product key used to group this review
comment_location	Reviewer location	string	—	The location shown with the review when the source provides it
comment_text	Review text	string	Overall good vacuum! Mops well, vacuum doesn't pick up anything too big but still does well. It can go on small ledges (sloped) and avoid falling down stairs. I had some connectivity issues but once I got it connected have had no problems.	The full public review body in its original wording
comment_time	Posted at	string	2025/01/01 15:14:30	The source timestamp shown with the review, without an inferred timezone
comment_title	Review title	string	Overall Happy	The public headline of the review
comment_type	Comment type	string	1	The source code identifying the review type
comment_url	Review URL	string	https://www.bestbuy.com/site/6514530.p?skuId=6514530&page=1&sort=BEST_REVIEW	The public BestBuy page URL associated with this review
crawl_time	Collected at	string	2026-09-15T16:10:53	The source timestamp when the review was collected
created_at	Created at	integer	1789459853137	The source created-at timestamp in milliseconds
image_url_list	Image URLs	string	["https://photos-us.bazaarvoice.com/photo/2/cGhvdG86YmVzdGJ1eQ/962abc1d-3a4a-5853-9f14-e9ad28c2028e"]	The source text listing review image URLs, often a JSON array string
item_image_url_list	Item images	string	—	The source text listing product image URLs when the source provides them
item_sale_prop	Item attributes	string	—	The source product attribute text associated with the reviewed item
job_type	Job type	string	Comment	The source job type label for this record
level_name	Reviewer level	string	octopus	The source reviewer-level or badge label
parent_comment_id	Parent comment	string	0	The parent review identifier when this record is a reply
platform_code	Platform code	string	bestbuy	The source platform code for this review
product_title	Product title	string	—	The product title associated with the review when the source provides it
product_url	Product URL	string	https://www.bestbuy.com/site/6514530.p?skuId=6514530	The BestBuy US product page URL associated with the review
publish_time	Published at	string	—	The source publish timestamp when it is provided separately from Posted at
rating_score	Rating	string	4	The star rating shown with the review
sale_prop	Sale attributes	string	—	The source sale-attribute text associated with the review
shop_id	Shop ID	string	—	The source shop identifier when the source provides it
shop_name	Shop name	string	—	The source shop name when the source provides it
site_code	Site code	string	.com	The BestBuy site code associated with the review
sku_id	SKU ID	string	6514530	The SKU identifier associated with the reviewed product
source_crawler_time	Source crawled at	string	—	The original crawler timestamp when the source provides it
spu_id	SPU ID	string	6514530	The SPU identifier associated with the reviewed product
source_item	Source item	string	https://www.bestbuy.com/site/6514530.p?skuId=6514530	The submitted product page URL retained on the result record
no_data	No data	boolean	false	Whether this record is a no-data sentinel instead of a public review
updated_at	Updated at	integer	1789459853137	The source updated-at timestamp in milliseconds
use_situation	Use case	string	—	The source use-situation text when the reviewer provided it
user_age	Reviewer age	string	—	The reviewer age label when the source provides it
user_avatar_url	Avatar URL	string	—	The reviewer avatar URL when the source provides it
user_id	Reviewer ID	string	—	The reviewer identifier when the source provides it
user_name	Reviewer name	string	JaynaA	The public reviewer display name
user_sex	Reviewer gender	string	—	The reviewer gender label when the source provides it
video_url_list	Video URLs	string	—	The source text listing review video URLs when the source provides them

Schema de l'enregistrement

La sortie est renvoyée enregistrement par enregistrement. detail.output.idFieldHint

output.schema

{
  "type": "object",
  "properties": {
    "comment_id": {
      "type": "string",
      "title": "Comment ID",
      "description": "The stable unique identifier of the BestBuy US product review",
      "prefill": "18316193-e0e9-3fdf-8895-56e6910deb33"
    },
    "biz_id": {
      "type": "string",
      "title": "Product key",
      "description": "The source product key used to group this review",
      "prefill": "https://www.bestbuy.com/site/6514530.p?skuId=6514530"
    },
    "comment_location": {
      "type": "string",
      "title": "Reviewer location",
      "description": "The location shown with the review when the source provides it"
    },
    "comment_text": {
      "type": "string",
      "title": "Review text",
      "description": "The full public review body in its original wording",
      "prefill": "Overall good vacuum! Mops well, vacuum doesn't pick up anything too big but still does well. It can go on small ledges (sloped) and avoid falling down stairs. I had some connectivity issues but once I got it connected have had no problems."
    },
    "comment_time": {
      "type": "string",
      "title": "Posted at",
      "description": "The source timestamp shown with the review, without an inferred timezone",
      "prefill": "2025/01/01 15:14:30"
    },
    "comment_title": {
      "type": "string",
      "title": "Review title",
      "description": "The public headline of the review",
      "prefill": "Overall Happy"
    },
    "comment_type": {
      "type": "string",
      "title": "Comment type",
      "description": "The source code identifying the review type",
      "prefill": "1"
    },
    "comment_url": {
      "type": "string",
      "title": "Review URL",
      "description": "The public BestBuy page URL associated with this review",
      "prefill": "https://www.bestbuy.com/site/6514530.p?skuId=6514530&page=1&sort=BEST_REVIEW"
    },
    "crawl_time": {
      "type": "string",
      "title": "Collected at",
      "description": "The source timestamp when the review was collected",
      "prefill": "2026-09-15T16:10:53"
    },
    "created_at": {
      "type": "integer",
      "title": "Created at",
      "description": "The source created-at timestamp in milliseconds",
      "prefill": 1789459853137
    },
    "image_url_list": {
      "type": "string",
      "title": "Image URLs",
      "description": "The source text listing review image URLs, often a JSON array string",
      "prefill": "[\"https://photos-us.bazaarvoice.com/photo/2/cGhvdG86YmVzdGJ1eQ/962abc1d-3a4a-5853-9f14-e9ad28c2028e\"]"
    },
    "item_image_url_list": {
      "type": "string",
      "title": "Item images",
      "description": "The source text listing product image URLs when the source provides them"
    },
    "item_sale_prop": {
      "type": "string",
      "title": "Item attributes",
      "description": "The source product attribute text associated with the reviewed item"
    },
    "job_type": {
      "type": "string",
      "title": "Job type",
      "description": "The source job type label for this record",
      "prefill": "Comment"
    },
    "level_name": {
      "type": "string",
      "title": "Reviewer level",
      "description": "The source reviewer-level or badge label",
      "prefill": "octopus"
    },
    "parent_comment_id": {
      "type": "string",
      "title": "Parent comment",
      "description": "The parent review identifier when this record is a reply",
      "prefill": "0"
    },
    "platform_code": {
      "type": "string",
      "title": "Platform code",
      "description": "The source platform code for this review",
      "prefill": "bestbuy"
    },
    "product_title": {
      "type": "string",
      "title": "Product title",
      "description": "The product title associated with the review when the source provides it"
    },
    "product_url": {
      "type": "string",
      "title": "Product URL",
      "description": "The BestBuy US product page URL associated with the review",
      "prefill": "https://www.bestbuy.com/site/6514530.p?skuId=6514530"
    },
    "publish_time": {
      "type": "string",
      "title": "Published at",
      "description": "The source publish timestamp when it is provided separately from Posted at"
    },
    "rating_score": {
      "type": "string",
      "title": "Rating",
      "description": "The star rating shown with the review",
      "prefill": "4"
    },
    "sale_prop": {
      "type": "string",
      "title": "Sale attributes",
      "description": "The source sale-attribute text associated with the review"
    },
    "shop_id": {
      "type": "string",
      "title": "Shop ID",
      "description": "The source shop identifier when the source provides it"
    },
    "shop_name": {
      "type": "string",
      "title": "Shop name",
      "description": "The source shop name when the source provides it"
    },
    "site_code": {
      "type": "string",
      "title": "Site code",
      "description": "The BestBuy site code associated with the review",
      "prefill": ".com"
    },
    "sku_id": {
      "type": "string",
      "title": "SKU ID",
      "description": "The SKU identifier associated with the reviewed product",
      "prefill": "6514530"
    },
    "source_crawler_time": {
      "type": "string",
      "title": "Source crawled at",
      "description": "The original crawler timestamp when the source provides it"
    },
    "spu_id": {
      "type": "string",
      "title": "SPU ID",
      "description": "The SPU identifier associated with the reviewed product",
      "prefill": "6514530"
    },
    "source_item": {
      "type": "string",
      "title": "Source item",
      "description": "The submitted product page URL retained on the result record",
      "prefill": "https://www.bestbuy.com/site/6514530.p?skuId=6514530"
    },
    "no_data": {
      "type": "boolean",
      "title": "No data",
      "description": "Whether this record is a no-data sentinel instead of a public review",
      "prefill": false
    },
    "updated_at": {
      "type": "integer",
      "title": "Updated at",
      "description": "The source updated-at timestamp in milliseconds",
      "prefill": 1789459853137
    },
    "use_situation": {
      "type": "string",
      "title": "Use case",
      "description": "The source use-situation text when the reviewer provided it"
    },
    "user_age": {
      "type": "string",
      "title": "Reviewer age",
      "description": "The reviewer age label when the source provides it"
    },
    "user_avatar_url": {
      "type": "string",
      "title": "Avatar URL",
      "description": "The reviewer avatar URL when the source provides it"
    },
    "user_id": {
      "type": "string",
      "title": "Reviewer ID",
      "description": "The reviewer identifier when the source provides it"
    },
    "user_name": {
      "type": "string",
      "title": "Reviewer name",
      "description": "The public reviewer display name",
      "prefill": "JaynaA"
    },
    "user_sex": {
      "type": "string",
      "title": "Reviewer gender",
      "description": "The reviewer gender label when the source provides it"
    },
    "video_url_list": {
      "type": "string",
      "title": "Video URLs",
      "description": "The source text listing review video URLs when the source provides them"
    }
  },
  "required": [],
  "additionalProperties": false
}

Intégration

Cette App peut être intégrée via MCP, API, SDK ou export de fichiers — tous les canaux partagent les mêmes capacités et la même tarification. Chaque requête s'authentifie avec l'en-tête Authorization: Bearer à l'aide d'une API Key (longue durée, créée dans la console Data Hub) ; les clients MCP peuvent aussi se connecter via OAuth, sans clé. D'autres options comme la CLI et Skill arrivent bientôt.

Avec MCP (Model Context Protocol), vous pouvez appeler cette App directement depuis des clients IA comme Claude et Cursor. Choisissez votre client et votre mode d'authentification, puis copiez la config ci-dessous.

Config du client

Remplacez la valeur après Bearer par votre API Key longue durée. Fonctionne dans n'importe quel client, en CI ou en environnement sans navigateur.

mcpServers config

{
  "mcpServers": {
    "hello_moto__bestbuy-us-comment": {
      "type": "http",
      "url": "https://mcp-v2.octoparse.com?pin=hello_moto/bestbuy-us-comment",
      "headers": { "Authorization": "Bearer <YOUR_API_KEY>" }
    }
  }
}

Voir mes API Keys →

Laissez l'IA tout configurer pour vous

Vous ne voulez pas modifier les configs à la main ? Copiez le prompt d'installation et collez-le dans n'importe quel client IA — il effectuera la configuration à sa manière. (Le prompt demande à l'IA de vous réclamer votre API Key, afin que les identifiants ne finissent jamais dans l'historique de conversation ni dans des configs partagées.)

detail.access.mcp.composeHint

Tarifs

20 returned reviews

Facturé selon le nombre d'enregistrements renvoyés avec succès. Les exécutions échouées ne sont pas facturées. Facturé par unités de 20 enregistrement ; toute unité incomplète est arrondie à 20 enregistrement.

0,004 $US/ 20 enregistrement

Per task submitted

Facturé une fois par exécution soumise, quel que soit le nombre d'enregistrements renvoyés.

0,0001 $US/ exécution

Plusieurs événements de facturation se cumulent indépendamment. Voir chaque élément pour les détails. Les exécutions échouées ne sont pas facturées.

Voir les crédits

Essayer maintenant

Renseignez les paramètres et lancez l'exécution — les résultats proviennent d'un appel réel.

Exemple

Les paramètres sont validés par rapport à l'input.schema avant la soumission

Product page URLproduct_url*The BestBuy US product page to collect public reviews from. Enter one product URL such as https://www.bestbuy.com/site/6514530.p?skuId=6514530.

Expected review countreview_count*The expected number of reviews to collect. Results are returned and billed in complete batches of 20, so the actual count may be rounded up, and fewer than 20 reviews still count as one batch. Larger values take longer and cost more.

Review sort ordersort_order (facultatif)How the collected reviews are ordered: 4 newest, 8 most relevant, 9 most helpful, 10 oldest, 11 highest rating, 12 lowest rating. Default 8, most relevant first.

Veuillez d'abord renseigner les paramètres requis

À partir de 0,004 $US / 20 enregistrement