# Tool: Bulk Product Description Generator (`scrapers_lat/product-description-generator-tool`) Actor
Generate short and long product descriptions, benefit bullets and SEO metadata in bulk using premium AI. Paid Apify plans only.
- **URL**: https://apify.com/scrapers\_lat/product-description-generator-tool.md
- **Developed by:** [Scrapers Lat](https://apify.com/scrapers_lat) (community)
- **Categories:** E-commerce, Marketing, AI
- **Stats:** 2 total users, 1 monthly users, 66.7% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet
## Pricing
from $64.00 / 1,000 results
This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.
Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event
## What's an Apify Actor?
Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".
## How to integrate an Actor?
If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.
In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):
```bash
npm install apify-client
```
In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):
```bash
pip install apify-client
```
In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):
````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash
In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).
If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).
For usage examples, see the [API](#api) section below.
For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).
# README
[](https://console.apify.com/actors/product-description-generator-tool)
## Tool: Bulk Product Description Generator
> Turn a product name and a few features into ready to publish copy. Get a short description, a long description, benefit bullets and SEO metadata for every product you feed it.
Ready copy short and long descriptions
SEO metadata title, meta, bullets
JSON / CSV / Excel output formats
### What it does
Give it a list of products with a name and a few features. For each one it writes store ready copy and returns a clean, structured record:
- **shortDescription** for cards and listings
- **longDescription** for the full product page
- **bulletPoints**, a set of short benefit bullets
- **seoTitle** and **metaDescription** for search
Set the tone per product so the copy matches your brand voice. Push the results straight into a store, a catalog or a spreadsheet. Export to JSON, CSV or Excel, or pull it through the Apify API.
### Paid plans only
This tool runs on the latest, most reliable premium AI models. Because each run has a real model cost, it is available to paid Apify accounts only. A run started from a free account stops immediately with an upgrade message. Upgrade your Apify subscription to a paid plan and run it again.
### Who is it for
| Use case | Who benefits |
|---|---|
| Ecommerce | Stores launching or refreshing catalogs |
| Agencies | Teams writing copy for client stores |
| Marketplaces | Sellers listing many products at once |
| Dropshipping | Operators building product pages fast |
### Input
- **products**: a list of items, each with a `name` (and optionally a `features` list and a `tone`).
### Notes
- Copy is written from the details you give it. Review for accuracy before you publish.
- Add clear, specific features for the sharpest, most useful descriptions.
### Example use cases
Ready-to-run example tasks, each preconfigured for a common scenario. Open one and press run, or use it as a template:
- [Write a Product Description for Headphones](https://apify.com/scrapers_lat/product-description-generator-tool/examples/proddesc-describe-wireless-headphones): Generate a persuasive product description for wireless headphones that highlights sound, battery and comfort for shoppers.
- [Write a Product Description for a Skincare Serum](https://apify.com/scrapers_lat/product-description-generator-tool/examples/proddesc-describe-organic-skincare-serum): Create a product description for an organic vitamin C serum that speaks to glowing skin and gentle natural ingredients.
- [Write a Product Description for a Water Bottle](https://apify.com/scrapers_lat/product-description-generator-tool/examples/proddesc-describe-stainless-water-bottle): Write a product description for an insulated stainless steel water bottle that sells durability and all day cold drinks.
- [Write a Product Description for an Office Chair](https://apify.com/scrapers_lat/product-description-generator-tool/examples/proddesc-describe-ergonomic-office-chair): Generate a product description for an ergonomic office chair that focuses on back support and comfort for remote workers.
- [Write Descriptions for Two Kitchen Products](https://apify.com/scrapers_lat/product-description-generator-tool/examples/proddesc-describe-two-kitchen-products): Create two product descriptions at once for kitchen gear so ecommerce teams launch new listings without extra writing.
- [Write a Product Description for a Kids Toy](https://apify.com/scrapers_lat/product-description-generator-tool/examples/proddesc-describe-kids-educational-toy): Write a product description for an educational building toy that reassures parents about learning, safety and fun.
- [Write a Product Description for Running Shoes](https://apify.com/scrapers_lat/product-description-generator-tool/examples/proddesc-describe-running-shoes): Generate a product description for lightweight running shoes that highlights cushioning, grip and speed for runners.
- [Write a Product Description for a Smart Thermostat](https://apify.com/scrapers_lat/product-description-generator-tool/examples/proddesc-describe-smart-home-thermostat): Create a product description for a smart home thermostat that sells energy savings and easy phone control to homeowners.
- [Write a Product Description for a Leather Wallet](https://apify.com/scrapers_lat/product-description-generator-tool/examples/proddesc-describe-handmade-leather-wallet): Write a product description for a handmade leather wallet that emphasizes craftsmanship, slim design and lasting quality.
- [Write a Product Description for a Pet Brush](https://apify.com/scrapers_lat/product-description-generator-tool/examples/proddesc-describe-pet-grooming-brush): Generate a product description for a pet grooming brush that promises less shedding and happier pets for owners.
### Export, API and AI agents (x402 + MCP)
Export the scraped data to **JSON, CSV or Excel**, pull it as a **dataset** through the Apify **API**, or wire it into your app with **no code**. This web scraper and data extractor also works for bulk data extraction and scheduled runs.
For AI agents: this Actor is available on **x402**, Apify's agentic payment standard built with Coinbase. An AI agent can discover, pay for and run it on its own with a funded wallet and a single HTTP request: no account, no subscription, no API key and no human in the loop. It also runs as an **MCP** tool inside Claude, Cursor and other AI clients out of the box. Learn more about [x402 agentic payments on Apify](https://docs.apify.com/platform/integrations/x402).
Built by [scrapers.lat](https://scrapers.lat).
# Actor input Schema
## `products` (type: `array`):
A list of products to write copy for. Each item can include a name, a list of features and a tone.
## Actor input object example
```json
{
"products": [
{
"name": "Stainless Steel Water Bottle",
"features": [
"insulated",
"24oz",
"leakproof"
],
"tone": "friendly"
}
]
}
````
# Actor output Schema
## `results` (type: `string`):
No description
# API
You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.
## JavaScript example
```javascript
import { ApifyClient } from 'apify-client';
// Initialize the ApifyClient with your Apify API token
// Replace the '' with your token
const client = new ApifyClient({
token: '',
});
// Prepare Actor input
const input = {
"products": [
{
"name": "Stainless Steel Water Bottle",
"features": [
"insulated",
"24oz",
"leakproof"
],
"tone": "friendly"
}
]
};
// Run the Actor and wait for it to finish
const run = await client.actor("scrapers_lat/product-description-generator-tool").call(input);
// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
console.dir(item);
});
// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs
```
## Python example
```python
from apify_client import ApifyClient
# Initialize the ApifyClient with your Apify API token
# Replace '' with your token.
client = ApifyClient("")
# Prepare the Actor input
run_input = { "products": [{
"name": "Stainless Steel Water Bottle",
"features": [
"insulated",
"24oz",
"leakproof",
],
"tone": "friendly",
}] }
# Run the Actor and wait for it to finish
run = client.actor("scrapers_lat/product-description-generator-tool").call(run_input=run_input)
# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
print(item)
# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start
```
## CLI example
```bash
echo '{
"products": [
{
"name": "Stainless Steel Water Bottle",
"features": [
"insulated",
"24oz",
"leakproof"
],
"tone": "friendly"
}
]
}' |
apify call scrapers_lat/product-description-generator-tool --silent --output-dataset
```
## MCP server setup
```json
{
"mcpServers": {
"apify": {
"command": "npx",
"args": [
"mcp-remote",
"https://mcp.apify.com/?tools=scrapers_lat/product-description-generator-tool",
"--header",
"Authorization: Bearer "
]
}
}
}
```
## OpenAPI specification
```json
{
"openapi": "3.0.1",
"info": {
"title": "Tool: Bulk Product Description Generator",
"description": "Generate short and long product descriptions, benefit bullets and SEO metadata in bulk using premium AI. Paid Apify plans only.",
"version": "0.1",
"x-build-id": "VNL1ET2hkMGM85Jz6"
},
"servers": [
{
"url": "https://api.apify.com/v2"
}
],
"paths": {
"/acts/scrapers_lat~product-description-generator-tool/run-sync-get-dataset-items": {
"post": {
"operationId": "run-sync-get-dataset-items-scrapers_lat-product-description-generator-tool",
"x-openai-isConsequential": false,
"summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/inputSchema"
}
}
}
},
"parameters": [
{
"name": "token",
"in": "query",
"required": true,
"schema": {
"type": "string"
},
"description": "Enter your Apify token here"
}
],
"responses": {
"200": {
"description": "OK"
}
}
}
},
"/acts/scrapers_lat~product-description-generator-tool/runs": {
"post": {
"operationId": "runs-sync-scrapers_lat-product-description-generator-tool",
"x-openai-isConsequential": false,
"summary": "Executes an Actor and returns information about the initiated run in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/inputSchema"
}
}
}
},
"parameters": [
{
"name": "token",
"in": "query",
"required": true,
"schema": {
"type": "string"
},
"description": "Enter your Apify token here"
}
],
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/runsResponseSchema"
}
}
}
}
}
}
},
"/acts/scrapers_lat~product-description-generator-tool/run-sync": {
"post": {
"operationId": "run-sync-scrapers_lat-product-description-generator-tool",
"x-openai-isConsequential": false,
"summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/inputSchema"
}
}
}
},
"parameters": [
{
"name": "token",
"in": "query",
"required": true,
"schema": {
"type": "string"
},
"description": "Enter your Apify token here"
}
],
"responses": {
"200": {
"description": "OK"
}
}
}
}
},
"components": {
"schemas": {
"inputSchema": {
"type": "object",
"required": [
"products"
],
"properties": {
"products": {
"title": "Products to describe",
"type": "array",
"description": "A list of products to write copy for. Each item can include a name, a list of features and a tone."
}
}
},
"runsResponseSchema": {
"type": "object",
"properties": {
"data": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"actId": {
"type": "string"
},
"userId": {
"type": "string"
},
"startedAt": {
"type": "string",
"format": "date-time",
"example": "2025-01-08T00:00:00.000Z"
},
"finishedAt": {
"type": "string",
"format": "date-time",
"example": "2025-01-08T00:00:00.000Z"
},
"status": {
"type": "string",
"example": "READY"
},
"meta": {
"type": "object",
"properties": {
"origin": {
"type": "string",
"example": "API"
},
"userAgent": {
"type": "string"
}
}
},
"stats": {
"type": "object",
"properties": {
"inputBodyLen": {
"type": "integer",
"example": 2000
},
"rebootCount": {
"type": "integer",
"example": 0
},
"restartCount": {
"type": "integer",
"example": 0
},
"resurrectCount": {
"type": "integer",
"example": 0
},
"computeUnits": {
"type": "integer",
"example": 0
}
}
},
"options": {
"type": "object",
"properties": {
"build": {
"type": "string",
"example": "latest"
},
"timeoutSecs": {
"type": "integer",
"example": 300
},
"memoryMbytes": {
"type": "integer",
"example": 1024
},
"diskMbytes": {
"type": "integer",
"example": 2048
}
}
},
"buildId": {
"type": "string"
},
"defaultKeyValueStoreId": {
"type": "string"
},
"defaultDatasetId": {
"type": "string"
},
"defaultRequestQueueId": {
"type": "string"
},
"buildNumber": {
"type": "string",
"example": "1.0.0"
},
"containerUrl": {
"type": "string"
},
"usage": {
"type": "object",
"properties": {
"ACTOR_COMPUTE_UNITS": {
"type": "integer",
"example": 0
},
"DATASET_READS": {
"type": "integer",
"example": 0
},
"DATASET_WRITES": {
"type": "integer",
"example": 0
},
"KEY_VALUE_STORE_READS": {
"type": "integer",
"example": 0
},
"KEY_VALUE_STORE_WRITES": {
"type": "integer",
"example": 1
},
"KEY_VALUE_STORE_LISTS": {
"type": "integer",
"example": 0
},
"REQUEST_QUEUE_READS": {
"type": "integer",
"example": 0
},
"REQUEST_QUEUE_WRITES": {
"type": "integer",
"example": 0
},
"DATA_TRANSFER_INTERNAL_GBYTES": {
"type": "integer",
"example": 0
},
"DATA_TRANSFER_EXTERNAL_GBYTES": {
"type": "integer",
"example": 0
},
"PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
"type": "integer",
"example": 0
},
"PROXY_SERPS": {
"type": "integer",
"example": 0
}
}
},
"usageTotalUsd": {
"type": "number",
"example": 0.00005
},
"usageUsd": {
"type": "object",
"properties": {
"ACTOR_COMPUTE_UNITS": {
"type": "integer",
"example": 0
},
"DATASET_READS": {
"type": "integer",
"example": 0
},
"DATASET_WRITES": {
"type": "integer",
"example": 0
},
"KEY_VALUE_STORE_READS": {
"type": "integer",
"example": 0
},
"KEY_VALUE_STORE_WRITES": {
"type": "number",
"example": 0.00005
},
"KEY_VALUE_STORE_LISTS": {
"type": "integer",
"example": 0
},
"REQUEST_QUEUE_READS": {
"type": "integer",
"example": 0
},
"REQUEST_QUEUE_WRITES": {
"type": "integer",
"example": 0
},
"DATA_TRANSFER_INTERNAL_GBYTES": {
"type": "integer",
"example": 0
},
"DATA_TRANSFER_EXTERNAL_GBYTES": {
"type": "integer",
"example": 0
},
"PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
"type": "integer",
"example": 0
},
"PROXY_SERPS": {
"type": "integer",
"example": 0
}
}
}
}
}
}
}
}
}
}
```