Sephora API endpoint
Use Crawlora's Sephora Product Q&A API to extract supported public Sephora data as structured JSON. This page includes request parameters, cURL examples, response schema, error behavior, credit cost, and a Playground link for testing before integration.
/sephora/product/questionsReturns one page of a Sephora product's customer Q&A: each question plus every answer it received (text, author, whether it's a brand answer, helpful votes). product_id is the Sephora productGroupID, e.g. P420652 -- the same value /sephora/product returns as product_group_id. Developers commonly use this endpoint for data enrichment, monitoring, research dashboards, internal automation, and agent-native workflows that need repeatable structured public web data. Authentication uses the documented Crawlora headers, and usage is metered with the credit cost shown on this page.
Request parameters are generated from the active endpoint catalog. Required values must be sent before Crawlora can call the upstream public web data source.
| Parameter | Type | Required | Default | Description | Example |
|---|---|---|---|---|---|
| product_id | string | Yes | Sephora productGroupID | ||
| page | integer | No | 1 | Result page, 1-based, defaults to 1 | |
| x-api-key (header) | string | Yes | API key required |
curl -X GET "https://api.crawlora.net/api/v1/sephora/product/questions?page=1" \ -H "x-api-key: $CRAWLORA_API_KEY"
Send your scraping API key in the x-api-key header. Use the console API Keys page to rotate or select the active key.
Endpoint usage is metered in credits. The plan prices, included credits, limits, and overage rates below match the active backend billing configuration.
| Plan | Price | Included credits | Daily cap | Rate limit | Overage |
|---|---|---|---|---|---|
| Free | $0/mo | 2,000 | 500 daily credits | 5/min | No overage |
| Starter | $9/mo | 20,000 | 5,000 daily credits | 15/min | $0.75/1,000 overage credits when enabled |
| Growth | $29/mo | 100,000 | 25,000 daily credits | 45/min | $0.45/1,000 overage credits when enabled |
| Pro | $79/mo | 400,000 | No daily cap | 120/min | $0.30/1,000 overage credits |
| Business | $199/mo | 1,200,000 | No daily cap | 300/min | $0.20/1,000 overage credits |
| Enterprise | $499/mo | 5,000,000 | No daily cap | 1,000/min | $0.12/1,000 overage credits |
This endpoint is executed through Crawlora's managed scraping infrastructure.
- `answer_count` is the platform's own total answer count for a question; `answers` lists the answers this page's response actually included. - `has_best_answer` marks a question where one answer has been flagged as the best/accepted one. - `is_brand_answer` marks an answer posted by the brand/retailer rather than a fellow customer. - A well-formed but unrecognized `product_id` returns a normal, empty result (`total_questions: 0`, `questions: []`) rather than an error. Example response: ```json { "code": 200, "msg": "OK", "data": { "product_id": "P420652", "page": 1, "page_size": 10, "total_pages": 102, "total_questions": 1016, "count": 1, "questions": [ { "id": "8563880", "text": "Is this good one for all types of skins?", "submitted_at": "2026-08-11T18:33:54Z", "answer_count": 1, "answers": [ { "id": "8939279", "text": "yes it works on my skin tone", "author": "soumya345", "submitted_at": "2026-08-11T19:14:45Z" } ] } ], "source_url": "https://api.bazaarvoice.com/data/questions.json?...", "fetched_at": "2026-08-15T12:00:00Z" } } ```
Crawlora does not silently return bad data when the upstream page cannot be used.
| Status | Common failure case |
|---|---|
| 400 | Invalid input or missing required parameter |
| 429 | Plan or endpoint rate limit exceeded |
| 500 | Internal execution error |
| 502 | Upstream platform failed, returned unusable HTML, or served a challenge page that could not be resolved |
When possible, Crawlora returns structured error context so your integration can retry, back off, or inspect the request.
| Status | Description | Schema |
|---|---|---|
| 400 | Bad Request | #/definitions/app.Response |
| 429 | Too Many Requests | #/definitions/app.Response |
| 503 | Service Unavailable | #/definitions/app.Response |
{
"code": 200,
"msg": "OK",
"data": {
"product_id": "P420652",
"page": 1,
"page_size": 10,
"total_pages": 102,
"total_questions": 1016,
"count": 1,
"questions": [
{
"id": "8563880",
"text": "Is this good one for all types of skins?",
"submitted_at": "2026-08-11T18:33:54Z",
"answer_count": 1,
"answers": [
{
"id": "8939279",
"text": "yes it works on my skin tone",
"author": "soumya345",
"submitted_at": "2026-08-11T19:14:45Z"
}
]
}
],
"source_url": "https://api.bazaarvoice.com/data/questions.json?...",
"fetched_at": "2026-08-15T12:00:00Z"
}
}Request schema
No body schema
Response schema
#/definitions/sephora.productQuestionsResponseDoc
| Field | Type | Required | Enum | Bounds | Example | Description |
|---|---|---|---|---|---|---|
| code | integer | No | 200 | |||
| data | sephora.ProductQuestionsResponse | No | ||||
| data.count | integer | No | ||||
| data.fetched_at | string | No | ||||
| data.page | integer | No | ||||
| data.page_size | integer | No | ||||
| data.product_id | string | No | ||||
| data.questions | array | No | ||||
| data.questions[].answer_count | integer | No | ||||
| data.questions[].answers | array | No | ||||
| data.questions[].answers[].author | string | No | ||||
| data.questions[].answers[].helpful_votes | integer | No | ||||
| data.questions[].answers[].id | string | No | ||||
| data.questions[].answers[].is_brand_answer | boolean | No | ||||
| data.questions[].answers[].not_helpful_votes | integer | No | ||||
| data.questions[].answers[].submitted_at | string | No | ||||
| data.questions[].answers[].text | string | No | ||||
| data.questions[].author | string | No | ||||
| data.questions[].has_best_answer | boolean | No | ||||
| data.questions[].id | string | No | ||||
| data.questions[].submitted_at | string | No | ||||
| data.questions[].text | string | No | ||||
| data.source_url | string | No | ||||
| data.total_pages | integer | No | ||||
| data.total_questions | integer | No | ||||
| msg | string | No | OK |
Use environment variables for secrets and keep Crawlora API keys server-side.
curl -X GET "https://api.crawlora.net/api/v1/sephora/product/questions?page=1" \
-H "x-api-key: $CRAWLORA_API_KEY"Crawlora is designed for responsible structured public web data workflows. Customers are responsible for using Crawlora in compliance with applicable laws, third-party rights, target-platform rules, and Crawlora terms.
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