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It’s no secret that Artificial Intelligence (AI) has a strong impact on e-commerce. From personalization enhancements to fraud prevention, AI has indeed the potential to address a wide range of challenges faced by brands and retailers. This article however aims to demystify the application of AI in optimizing e-commerce beyond the advancements seen in large corporations by exploring how AI offers practical solutions for improving e-commerce product feeds, essential for the success of online merchants.
Specifically, we’ll illustrate how AI can tackle common issues related to e-commerce product feeds, offering tangible examples that demonstrate its capability to streamline operations and increase efficiency with a modest investment. For even more details and insights, download our dedicated guide.
How to leverage AI to enhance your e-commerce product feed! The corner…
Learn moreThe first method: Integrate GPT add-ons into your workflow. Start by installing the “GPT for Sheets and Docs” from the Google Workspace Marketplace. Once installed, activate the GPT features in your spreadsheet by granting the necessary permissions. Keep in mind, this is a paid service, and utilizing your OpenAI API key could provide more favorable pricing options.
Moreover, for those inclined towards customization, Google Apps Script offers the capability to craft custom functions using the OpenAI API. Functions like GPT_SIMPLIFY or GPT_SUMMARY can be created to process text directly from your Sheets, leveraging the power of the OpenAI API to, for example, enhance and summarize your product descriptions seamlessly.
Here are only some practical applications of GPT add-ons for your e-commerce product feed:
It feels like there are countless AI tools on the market, or tools that pretend to be. It is therefore important to find the right tools for the right tasks – and not to waste time with unnecessary tools. This is especially true when it comes to e-commerce. A brief overview:
Personalized product descriptions: AI-powered tools such as Jasper, Writesonic, or Copy.ai offer a wealth of integrations and features designed to craft individualized and compelling product descriptions that capture the essence of your items.
Enhanced rephrasing capabilities: For content that requires a fresh twist, advanced rephrasing tools like Quillbot AI come in handy, providing specialized functionality for rewriting content. While Jasper, Writesonic, and Copy.ai can also perform rephrasing tasks, Quillbot AI specializes in this area, offering more focused options.
Accurate, bulk translations: Meet the linguistic diversity of your global audience with precision using AI translation tools like Lokalise AI or DeepL Pro (yes, the Pro version!). These tools are specifically engineered for translating content in bulk without sacrificing accuracy, ensuring your product feed communicates effectively with customers in different markets.
Automated image resizing: Streamline the visual aspect of your product feed with AI-driven tools like Picsart, which automates image resizing to meet the specifications of various online platforms. Whether you’re adjusting a product photo for an Instagram Reel or standardizing images across your e-commerce site, Picsart can perform these tasks efficiently, demonstrating how AI can swiftly enhance the visual presentation of your products.
For e-commerce professionals looking to push the boundaries of product feed enhancement, FeedGen presents a sophisticated solution. Powered by Google Cloud’s Large Language Models (LLMs) within Vertex AI, FeedGen employs novel prompt-tuning techniques to optimize product titles, enrich descriptions, and fill in missing attributes. It stands out by offering a hands-on approach for merchants and advertisers to identify and rectify quality issues in their product feeds through Generative AI, in a manner that’s both simple and customizable.
FeedGen, only available in English for now, operates through a spreadsheet framework. Some key features of it are:
While FeedGen excels in detail enhancement, it’s not a standalone solution for all feed management needs. For best results, integrate FeedGen’s AI-driven enhancements with traditional feed management tools like Lengow. This hybrid approach ensures your product feed not only benefits from AI-powered optimization but also maintains the structural organization necessary for effective distribution across marketing platforms.
Nota bene: FeedGen, with its complex setup involving Google Cloud Project and Vertex AI API, might pose challenges for those less familiar with AI and machine learning operations.
Go further
Dynamic Product Pricing with AI is a game-changer, allowing merchants to fine-tune their product prices based on competitor pricing, production costs, stock availability, and customer demand.
By leveraging AI, such as the capabilities provided by Netrivals, retailers can enjoy dynamic pricing adjustments, optimal pricing settings, and predictive analysis for future pricing strategies. This approach not only saves time but also significantly enhances price optimization for sellers with extensive product ranges. The result retailers can hope for? An average gross margin uplift of 2-3% and a revenue increase of up to 10%.
When it comes to selling across different channels like marketplaces (Amazon, eBay, etc.) and social platforms (Instagram, TiktTok, etc.), ensuring your products are correctly categorized is crucial for effective placement and visibility.
Lengow’s Smart Product Categorization tool leverages AI algorithms to classify your products accurately during catalog preparation. This tool uses the “Categories Suggestion” feature to offer precise category suggestions for your products, based on an in-depth analysis of taxonomy similarities, expert insights, and keyword analysis. It simplifies product categorization, ensuring accurate placement in channel directories, with the final decision resting in the hands of the user for ultimate validation.
By integrating these advanced solutions from Lengow and Netrivals, e-commerce merchants can significantly enhance the performance of their product feeds. These tools not only ensure that products are priced competitively but also guarantee that they are displayed in the most relevant categories across all selling channels, maximizing visibility and sales potential.
Your e-commerce library
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Learn moreAI in E-Commerce: Product Feed Focus
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