AI APIs for E-commerce Platforms
Automate the content work that scales with your catalog: categorize products, generate intros and descriptions, score review sentiment and send personalized thank-you emails — all through structured JSON APIs.
Categorize a Product Right Now
Type any product name and get back the weighted category JSON your PIM would ingest.
Try it live — no signup needed
Live demoPaste a short text and watch this API process it in real time.
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Try it live — no signup needed
Live demoPaste a short text and watch this API process it in real time.
That was a live API response. Get your own API key and 100,000 free trial words — no credit card required.
Double opt-in, unsubscribe anytime.
Try it live — no signup needed
Live demoPaste a short text and watch this API process it in real time.
That was a live API response. Get your own API key and 100,000 free trial words — no credit card required.
Double opt-in, unsubscribe anytime.
Try it live — no signup needed
Live demoPaste a short text and watch this API process it in real time.
That was a live API response. Get your own API key and 100,000 free trial words — no credit card required.
Double opt-in, unsubscribe anytime.
Try it live — no signup needed
Live demoPaste a short text and watch this API process it in real time.
That was a live API response. Get your own API key and 100,000 free trial words — no credit card required.
Double opt-in, unsubscribe anytime.
Try it live — no signup needed
Live demoPaste a short text and watch this API process it in real time.
That was a live API response. Get your own API key and 100,000 free trial words — no credit card required.
Double opt-in, unsubscribe anytime.
Try it live — no signup needed
Live demoPaste a short text and watch this API process it in real time.
That was a live API response. Get your own API key and 100,000 free trial words — no credit card required.
Double opt-in, unsubscribe anytime.
Try it live — no signup needed
Live demoPaste a short text and watch this API process it in real time.
That was a live API response. Get your own API key and 100,000 free trial words — no credit card required.
Double opt-in, unsubscribe anytime.
One Async Workflow for the Whole Catalog
The same submit → poll → JSON pattern powers every endpoint, so batch catalog jobs are trivial to queue.
1. Submit
POST a product name, review or order context. The API instantly returns a job ID and a status_url — perfect for import pipelines.
2. Poll
Poll the status_url or let an SDK do it. Jobs are processed asynchronously and typically finish within seconds.
3. Consume JSON
Store weighted categories, generated copy or sentiment verdicts straight into your PIM, shop or CRM — the schema never surprises you.
Call it from any stack
Submit a job, poll the status URL, get structured JSON. SDKs available for PHP, Laravel, Python, Node.js, .NET and Flutter.
curl -X POST "https://sharpapi.com/api/v1/ecommerce/product_categories" \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{"content": "Sony WH-1000XM5 Wireless Noise Cancelling Over-Ear Headphones", "language": "English", "voice_tone": "neutral", "max_quantity": 10}'$response = Http::withToken('YOUR_API_KEY')
->post('https://sharpapi.com/api/v1/ecommerce/product_categories', {"content": "Sony WH-1000XM5 Wireless Noise Cancelling Over-Ear Headphones", "language": "English", "voice_tone": "neutral", "max_quantity": 10});
$statusUrl = $response->json('status_url'); // poll until status = successimport requests
response = requests.post(
"https://sharpapi.com/api/v1/ecommerce/product_categories",
headers={"Authorization": "Bearer YOUR_API_KEY"},
json={"content": "Sony WH-1000XM5 Wireless Noise Cancelling Over-Ear Headphones", "language": "English", "voice_tone": "neutral", "max_quantity": 10},
)
status_url = response.json()["status_url"] # poll until status == "success"{
"data": {
"id": "6d3fec8c-34f8-4071-a5ba-af14910b4d77",
"type": "api_job_result",
"attributes": {
"type": "ecommerce_product_categories",
"result": [
{
"name": "Gaming Laptops",
"weight": 10
},
{
"name": "Razer Laptops",
"weight": 10
},
{
"name": "High-Performance Laptops",
"weight": 9.5
},
{
"name": "Laptops",
"weight": 9
},
{
"name": "Razer Gear",
"weight": 8.5
},
{
"name": "Electronics",
"weight": 8
},
{
"name": "Computers & Accessories",
"weight": 7.5
},
{
"name": "PC Gaming",
"weight": 7
},
{
"name": "Portable Computers",
"weight": 6.5
},
{
"name": "Tech Gadgets",
"weight": 6
}
],
"status": "success"
}
}
}The E-commerce Endpoint Suite
Five endpoints that automate catalog content and customer communication.
Product Categorization
Generates suitable categories for a product, along with their relevance scores.
Endpoint details →Product Review Sentiment Checker
Analyzes customer reviews and returns the sentiment score.
Endpoint details →Custom Thank You E-mail Generator
Generates a detailed thank you message after a purchase, excluding the title, greeting, and sender info.
Endpoint details →Travel, Tourism & Hospitality Variants
The same automation, tuned for tours, accommodation listings and travel reviews.
Travel Review Sentiment Checker
Parses the Travel/Hospitality product review and provides its sentiment with a score between 0-100%.
Endpoint details →Tours & Activities Product Categorization
Generates a list of suitable categories for the Tours & Activities product with relevance weights.
Endpoint details →Hospitality Product Categorization
Generates a list of suitable categories for hospitality products with relevance weights.
Endpoint details →What Stores Automate with SharpAPI
Marketplace Feed Onboarding
Categorize thousands of incoming seller SKUs automatically instead of mapping them by hand.
Catalog Copy at Scale
Generate unique intros and full descriptions for every product variant — no more copied manufacturer text.
Review Monitoring
Score every new review's sentiment and alert support before a one-star streak hits your rating.
Post-Purchase Emails
Send a personalized thank-you email tailored to what the customer actually bought.
Multilingual Storefronts
Produce category labels and product copy per market by switching the language parameter.
OTA & Booking Content
Categorize tours and hotel listings and track guest review sentiment with the travel-tuned endpoints.
Built for Catalog-Scale Workloads
Weighted Categories
Suggestions come ranked with weights, so your import logic can auto-accept confident matches and queue the rest.
Voice Tone & Language Controls
Every generator accepts voice_tone and language parameters — one feed, many on-brand storefronts.
Sentiment with Confidence Scores
Review verdicts include a score you can threshold, aggregate per product or feed into dashboards.
Batch-Friendly Job Model
Fire a job per SKU during nightly imports and collect results from status URLs — no rate-limit gymnastics.
Stable JSON Schemas
Documented response structures per endpoint mean your PIM mappers are written once, not per release.
SDKs for Your Stack
Official PHP, Laravel, Python, Node.js, .NET and Flutter clients handle auth and polling out of the box.
Predictable pricing from $50/month
14-day free trial with 100,000 words included. No credit card required. 30-day money-back guarantee on your first payment.
E-commerce APIs — Frequently Asked Questions
-
Five AI endpoints cover the catalog and post-purchase flow: Product Categorization, Product Intro Generator, Product Description Generator, Product Review Sentiment Checker and the Custom Thank-You E-mail Generator. Travel & hospitality stores get three dedicated variants for tours, accommodation and travel reviews.
-
You POST a product name (optionally with your own category context), and the API returns a weighted list of suggested categories as JSON. The max_quantity parameter caps how many suggestions you get, and the context parameter lets you bias results toward your existing category tree.
-
Yes. The intro and description generators accept a voice_tone parameter (professional, playful, luxury, and so on) plus a target language, so the same SKU feed can produce on-brand copy for every storefront you run.
-
A structured verdict — positive, negative or neutral — with a confidence score in JSON. That makes it easy to auto-flag unhappy customers, compute product-level sentiment stats or route reviews to support.
-
They use the same job workflow but are tuned for the travel domain: Tours & Activities and Hospitality product categorization understand tourism taxonomies, and the Travel Review Sentiment Checker is calibrated for hotel and tour reviews rather than physical products.
-
One subscription covers every endpoint, starting at $50/month with usage metered in processed words. The 14-day free trial includes 100,000 words — enough to categorize and describe a real slice of your catalog before paying.
Explore More SharpAPI
Put Your Catalog Content on Autopilot
Start the 14-day free trial with 100,000 words included and run your first product batch today.
No credit card required