This is a Node.js module that uses text classification ML model to classify texts into Ecommerce based categories, using a [product categorization API](https://www.productcategorization.com) service.

websitecategorization

productcategorization

  "homepage": "https://www.productcategorization.com",

 This is a Node.js module that uses text classification ML model to classify texts into Ecommerce based categories, using a [product categorization API](https://www.productcategorization.com) service. 

 It supports three Tiers or depth levels of categorization. 

Tier 2 includes 186 categories, whereas Tier 3 supports classification into one of possible 1113 categories. 

  'url': 'https://www.productcategorization.com/api/iab/gpt_category2.php',

    'Content-Type': 'application/x-www-form-urlencoded'

request(options, function (error, response) {

Product categorization is primarily used in online stores, to provide more detailed categorization of stores products, which leads to better searchability, filtering and improved conversions of the online store. Product categorization API can also be used in other settings, e.g. as part of internal or external apps/Saas websites. 

The process of categorizing products is usually automated, using a machine learning model, due to sheer number of products that are available on online stores. E.g. Amazon sells more than 12 million products and if including Amazon Marketplace sellers, the number of products sold is over 300 million. 

You can learn more about other use cases [in this in-depth guide on product categorization](https://medium.com/product-categorization/product-categorization-introduction-d62bb92e8515). 

If interested in possible product categories that one can use in this kind of classification, check out the taxonomy from Google: [https://www.google.com/basepages/producttype/taxonomy.en-US.txt](https://www.google.com/basepages/producttype/taxonomy.en-US.txt). 

We used product categorization API to build another platform of ours for [lead generation services](https://aileadgeneration.ai)

The API service also has an online dashboard version, which may be sometimes more conveninent and quicker than usage of API. 

![image](https://user-images.githubusercontent.com/58834207/172150185-e06d7739-99f2-4d98-b0ea-2d9367aded2c.png)

Example output from Product Categorization API for "online puzzle": 

      "category": "Apparel & Accessories",

      "category": "Arts & Entertainment",

      "category": "Animals & Pet Supplies",

      "category": "Food, Beverages & Tobacco",

      "category": "Business & Industrial",

      "category": "Religious & Ceremonial",

		{
		"name": "productcategorization",
		"version": "1.0.8",
		"version": "1.0.9",
		"homepage": "https://www.productcategorization.com",
		@@ -5,0 +5,0 @@ "keywords": [

		@@ -71,5 +71,5 @@

		We used product categorization API to build another platform of ours for [lead generation services](https://aileadgeneration.ai)



		# Usage in online dashboard
		@@ -76,0 +76,0 @@

Improved metrics