LittleBox India APIlittleboxindia.com ↗
Access LittleBox India's New Arrivals collection: retrieve SKUs, titles, product IDs, handles, and images. Flag products missing color specifications.
What is the LittleBox India API?
The LittleBox India API provides 2 endpoints that expose product data from the New Arrivals collection on littleboxindia.com. The get_new_arrivals_skus_and_images endpoint returns every product's SKU paired with its primary image URL across all collection pages in a single call, while list_new_arrivals_missing_color surfaces only those products whose titles omit the expected 'in <Color>' suffix — each result including sku, title, handle, product_id, and product_type.
No input parameters required.
curl -X GET 'https://api.parse.bot/scraper/2f11bf2b-7c74-4a58-aeda-a1024dadf892/list_new_arrivals_missing_color' \ -H 'X-API-Key: $PARSE_API_KEY'
Typed, relational, agent-ready
A generated client with real types, enums, and the links between objects — the structure a flat JSON response can't carry. Autocompletes in your editor and reads cleanly to coding agents.
- Fully typed · autocompletes
- Objects link to objects
- Typed errors & pagination
Typed Python client. Set up the SDK in your uv project, then pull this API’s typed client:
uv add parse-sdk uv run parse init uv run parse add --marketplace littleboxindia-com-api
uv run parse add --marketplace pulls a pinned snapshot of this canonical API — it won’t change underneath you. To customize it, subscribe and swap to your own copy.
"""Walkthrough: LittleBox India SDK — fetch SKUs, images, and missing-color products."""
from parse_apis.LittleBox_India_API import LittleBox, ParseError
client = LittleBox()
# List products with their SKUs and image URLs from New Arrivals
for product in client.product_images.list(limit=3):
print(product.sku, product.image_url)
# Get a single product image entry
item = client.product_images.list(limit=1).first()
try:
print(item.sku, item.title, item.image_url)
except ParseError as e:
print(f"error: {e}")
# List products missing color specification in their title
for product in client.products.missing_color(limit=3):
print(product.sku, product.title, product.product_type)
print("exercised: product_images.list / products.missing_color")
Lists all SKUs from the New Arrivals collection whose product titles lack the standard 'in <Color>' sub-color suffix. The site convention is to append a color name after 'in' (e.g. 'Ruched Mini Dress in Dusty Blue'); products missing this pattern are returned. Results are fetched in a single call across all pages of the collection.
No input parameters required.
{
"type": "object",
"fields": {
"items": "array of products missing color in title, each with sku, title, handle, product_id, product_type",
"total": "integer count of matching products"
},
"sample": {
"data": {
"items": [
{
"sku": "DR13506",
"title": "Ruched Floral Print Sleeveless Mini Dress",
"handle": "ruched-floral-print-sleeveless-mini-dress",
"product_id": 10536597225759,
"product_type": "Dresses"
},
{
"sku": "TP14184",
"title": "Checkered Smocked Waist V Neck Sleeveless Top",
"handle": "checkered-smocked-waist-v-neck-sleeveless-top-1",
"product_id": 10536592998687,
"product_type": "Tops"
},
{
"sku": "TP13525",
"title": "Beaded Neck Sheer Floral Top",
"handle": "beaded-neck-sheer-floral-top",
"product_id": 10536589426975,
"product_type": "Tops"
}
],
"total": 72
},
"status": "success"
}
}About the LittleBox India API
New Arrivals Collection Coverage
Both endpoints target LittleBox India's New Arrivals collection and require no input parameters. get_new_arrivals_skus_and_images covers the full collection, returning an items array where each entry contains sku, title, handle, product_id, and image_url, along with a total count. This gives a complete picture of the current new-arrivals inventory with visual assets in one call.
Color Gap Detection
list_new_arrivals_missing_color applies a filter based on LittleBox India's naming convention: product titles are expected to end with an 'in <Color>' suffix (for example, 'Ruched Mini Dress in Dusty Blue'). Any product whose title does not match this pattern is included in the response. Each item in the returned items array carries sku, title, handle, product_id, and product_type, making it straightforward to identify which specific product types and SKUs need title corrections.
Response Shape and Pagination
Both endpoints return a flat items array and a total integer. get_new_arrivals_skus_and_images consolidates all collection pages into a single response, so no pagination parameters are needed. list_new_arrivals_missing_color similarly returns all matching products in one payload, scoped only to items that fail the color-suffix check.
The LittleBox India API is a managed, monitored endpoint for littleboxindia.com — not a raw scraper you maintain. Every endpoint is automatically health-checked on a schedule, and when littleboxindia.com changes and a check fails, the API is automatically queued for repair and re-verified. It is built to keep working as the site underneath it changes.
This isn't an official littleboxindia.com API — it's an independent, maintained REST wrapper over public data. Where the source has no official API (or only a limited one), Parse gives you a stable contract over a source that never promised one, and keeps it current. Need a new endpoint or field? You can revise it yourself in plain English and the agent rebuilds it against the live site in minutes — contributing the change back to the shared API is free.
Will this API break when the source site changes?+
Is this an official API from the source site?+
Can I fix or extend this API myself if I need a new endpoint or field?+
What happens if I call an endpoint that has an issue?+
- Audit a fashion catalog for missing color metadata by checking
product_typeandtitlefields fromlist_new_arrivals_missing_color. - Build an image gallery of new arrivals by mapping each
skuto itsimage_urlfromget_new_arrivals_skus_and_images. - Monitor new product launches by polling
totalfromget_new_arrivals_skus_and_imagesand diffing against a previous snapshot. - Identify naming convention violations across product types using the
product_typefield inlist_new_arrivals_missing_color. - Sync LittleBox India new arrivals into an internal PIM system using
product_id,handle, andskuas join keys. - Generate a report of products needing editorial fixes by exporting
skuandtitlefrom the missing-color endpoint.
| Tier | Price | Credits/month | Rate limit |
|---|---|---|---|
| Free | $0/mo | 200 | 5 req/min |
| Hobby | $30/mo | 1,000 | 20 req/min |
| Developer | $100/mo | 5,000 | 100 req/min |
| Team | $300/mo | 20,000 | 300 req/min |
| Company | $1,000/mo | 100,000 | 500 req/min |
Each endpoint has a fixed posted price per successful call — most fall between 1 and 10 credits — shown on this API's page before you run it. Exceeding the rate limit returns a 429 response. Authenticate with the X-API-Key header.
Does LittleBox India offer an official developer API?+
What does `list_new_arrivals_missing_color` actually return — does it cover all product types?+
sku, title, handle, product_id, and product_type, so you can see which categories are most affected.Does the API cover collections other than New Arrivals — for example, sale or category pages?+
Do the endpoints include pricing or stock availability for each SKU?+
sku, title, handle, product_id, product_type, and image_url — pricing and inventory fields are not included. You can fork this API on Parse and revise it to add a price or availability endpoint.