Even though the concept of Product Description Pages isn’t new, there have been a lot of changes in consumer buying behaviours, which have left D2C ecommerce brands in contemplation. To battle choice fatigue, how can brands personalise PDPs at scale?
Only 16% of product detail pages are personalised for customers, revealing that personalisation at scale is a continuous struggle for many global brands, Zoovu unveiled.
The global B2C ecommerce market is continuously burgeoning with changing consumer preferences. Forrester predicts global online sales to surge from $4.4 trillion in 2023 to $6.8 trillion by 2028. Consequently, this wave is constantly prompting brands to invest in various omnichannel strategies for seamless shopping experiences.
PDPs (Product Description Pages) are one of the driving forces behind making these strategies successful, influencing shoppers to buy more. Even though the concept of PDPs isn’t new, there have been a lot of changes in consumer buying behaviours, which have left D2C ecommerce brands in contemplation. Are they overwhelming consumers with too much information, which isn’t even relevant, leading to choice fatigue?
What do traditional PDPs from global brands look like?
Zoovu, an AI-powered discovery platform, conducted an in-depth analysis of over 2000 data points across 125 product detail pages from US and Canadian ecommerce brands in fashion and apparel, consumer electronics, health and beauty, furniture and home appliances, and tools and recreation.
According to the survey, an average PDP has over 59 pieces of information about the product, including product specifications, images, videos on related products, product variations, and more. Besides that:
- Over 90% of PDPs have customer reviews, and over 50% have two or more types of social proof. Consequently, brands are fighting hard against the rising wave of returns by experimenting with tactics to get shoppers to make more purchases.
- Less than 50% of PDPs had a video, whereas over 7.69% of images outnumbered them. However, the scenario was completely different in the case of furniture and home appliances brands, where over 72% of PDPs had a video, or double the average number of videos per page.
- Both product customisation and personalised PDP descriptions came in below 20%, and other personalised elements, like live chat and bundling, occurred on less than 50% of the pages.
Even though ecommerce brands use detailed PDPs on their websites, they still lack customisation. As a result, there is a high chance that a consumer will leave the website or app without buying a product.
Where do brands lack, and how does data overload lead to choice paralysis?
Brands constantly struggle to create result-oriented product description pages. The survey also uncovered that an average of almost 11 product recommendations can cause choice fatigue and cart abandonment. The main reason behind this is the difficulty of bridging the gap between SKUs to provide product recommendations that aren’t generic.
Based on the analysis, the main concern for online shoppers(42%) is the quality of the products they are considering buying. This is followed by the inability to physically interact with the products(29%) before purchasing. Finally, 20% of shoppers also struggle to find enough information to make an informed decision.
Emphasising consumers’ difficulties before buying a product, Ken Yanhs, CMO at Zoovu, said, “It’s no secret that consumers, with instant access to unlimited information, are feeling increasingly overwhelmed, lost, and frustrated when shopping online. This is why optimising product pages, the last mile of the buying process, is more important than ever.”
How do we personalise PDPs at scale?
While traditional personalisation methods like live chat struggle with scalability, genAI tools like ChatGPT present a promising alternative. Imagine AI-powered assistants such as Microsoft’s Q&A tool recommending products and answering customer questions in real time. Undoubtedly, this would create a more interactive and personalised experience.
For instance, Bullsai offers a ChatGPT-style LLM app that customises existing product titles, descriptions, attributes and tags to generate different product description versions depending on user personas.
“Driving personalisation with generative AI is the biggest opportunity for ecommerce brands. To give customers the guidance they are seeking at the scale they need to drive real, sustainable growth,” Yanhs added.
Is incorporating open-source genAI tools enough?
Generic genAI-powered can suffer from hallucinations, bias, and inaccuracies. Brands need to ensure their AI tools are trained on high-quality product data and have clear boundaries for interacting with customers at every point of their buying journey. ML and intelligent virtual assistants can help.
According to a survey from Gartner, At least 25% of all consumer purchases online will be made by machine customers by 2030, i.e. $279 billion in sales. These intelligent virtual assistants handle a significant portion of online purchases, converting traditional filters and search tools to be more needs-based. Consequently, it will help brands to combat choice fatigue, prompting shoppers to buy more.
Final thoughts,
Creating the perfect product page is an ongoing challenge. Brands struggle with presenting clear information while showcasing their brand identity across countless pages. This can get messy, and well, customers crave simplicity. By leveraging AI responsibly and adapting to the evolving customer landscape, brands must create a more engaging and efficient shopping experience.



















Amplitude is a product analytics platform, enabling businesses to track visitors with the help of collaborative analytics. The platform leverages the capabilities of 




Zoho Social, a part of Zoho’s suite of 50+ products, is a comprehensive social media management platform for businesses and agencies. The Zoho Social dashboard includes a robust set of features, such as Publishing Calendar, Bulk Scheduler, and Approval Management to offer businesses all the essential social media publishing tools. Its monitoring tools help enterprises track and respond to relevant social conversations.

Microsoft Dynamics 365 represents a robust cloud-based CRM solution with features such as pipeline assessment, relationship analytics, and conversational intelligence. It utilises AI-powered insights to provide actionable intelligence via predictive analytics, lead scoring, sentiment analysis, etc. Currently, Microsoft operates in 190 countries and is made up of more than 220,000 employees worldwide.

HubSpot is an inbound marketing, sales, and customer service software provider, offering robust CRM and automation solutions. Some of its products include Marketing Hub, Sales Hub, Operations Hub, Content Hub, Commerce Hub, Marketing Analytics and Dashboard Software. Guided by its inbound methodology, HubSpot enables companies to prioritise innovation and customer success.
Monday.com is a project management software company, offering a cloud-based platform that enables businesses
Headquartered in San Mateo, California, Freshworks is a global AI-powered business software provider. Its tech stack includes a scalable and comprehensive suite for IT, customer support, sales, and marketing teams, ensuring value for immediate business impact. Its product portfolio includes Customer Service Suite, Freshdesk, Freshchat, Freshcaller, Freshsuccess, and Freshservice. Freshservice for Business Teams has helped several global organisations to enhance their operational efficiency.
Talkdesk offers an innovative AI-powered customer-centric tech stack to its global partners. The company provides generative AI integrations, delivering industry-specific solutions to its customers. Talkdesk CX Cloud and Industry Experience Clouds utilise modern machine learning and language models to enhance contact centre efficiency and client satisfaction.




The company offers comprehensive cloud-based solutions, such as Microsoft Dynamics 365, Gaming Consoles, Microsoft Advertising, Copilot, among other things, to help organisations offer enhanced CX and ROI. Its generative-AI-powered speech and voice recognition solutions,such as Cortana and Azure Speech Services empowers developers to build intelligent applications.
IBM is a global hybrid cloud and AI-powered
Uniphore is an enterprise-class, AI-native company that was incubated in 2008. Its enterprise-class multimodal AI and data platform unifies all elements of voice, video, text and data by leveraging Generative AI, Knowledge AI, Emotion AI and workflow automation. Some of its products include U-Self Serve, U-Assist, U-Capture, and U-Analyze. Its Q for Sale is a conversational intelligence software that guides revenue teams with AI-powered insights, offering clarity on how to effectively keep prospects engaged.
Google Cloud accelerates every organisation’s ability to digitally transform its business. Its enterprise-grade solutions leverage modern technology to solve the most criticial business problems
8×8 offers out-of-the-box contact centre solutions, assisting all-size businesses to efficiently meet customer needs and preferences. It offers custom CRM integrations support and integrates effortlessly with third-party CRMs like Salesforce, Microsoft Dynamics, Zendesk, and more. Offering global support in all time zones & development teams in 5 continents, its patented geo-routing solution ensures consistent voice quality.
Sprinklr is a comprehensive enterprise software company for all customer-focused functions. With advanced AI, Sprinklr’s unified customer experience management (Unified-CXM) platform lets organisations offer human experiences to every customer, every time, across any modern channel.


Upland offers a comprehensive suite of contact centre and customer service solutions with products including InGenius, Panviva, Rant & Rave, and RightAnswers. InGenius enables organisations to connect their existing phone system with CRM, further enhancing agent productivity. Panviva provides compliant and omnichannel capabilities for highly regulated industries. Whereas, Rant & Rave, and RightAnswers are its AI-powered solutions, 


Hootsuite, headquartered in Vancouver, is a social media management platform that streamlines the process of managing multiple social media accounts. Some of its core offerings include social media content planning and publishing, audience engagement tools, analytics and social advertising. Its easy-to-integrate capabilities help marketing teams to schedule and publish social media posts efficiently.

Brandwatch enables businesses to build and scale the optimal strategy for their clients with intuitive, use-case-focused tools that are easy and quick to master. Bringing together consumer intelligence and social media management, the company helps its users react to the trends that matter, collaborate on data-driven content, shield the brand from threats and manage all the social media channels at scale.


Adobe Experience Cloud offers a comprehensive set of applications, capabilities, and services specifically designed to address day-to-day requirement for personalised customer experiences at scale. Its platform helps play an essential role in managing different digital content or assets to improve customer happiness. Its easy-to-optimise content gives users appropriate marketing streams, ensuring product awareness.
Salesforce-owned Tableau is an AI-powered analytics and business intelligence platform, offering the breadth and depth of capabilities that serve the requirements of global enterprises in a seamless, integrated experience. Marketers can utilise generative AI models, AI-powered predictions, natural language querying, and recommendationsons.
Contentsquare is a cloud-based digital experience analytics platform, helping brands track billions of digital interactions, and turn those digital 


Zoho Corporation offers innovative and tailored software to help leaders grow their business. Zoho’s 55+ products aid sales and marketing, support and collaboration, finance, and recruitment requirements. Its customer analytics capabilities come with a conversational feature, Ask Zia. It enables users to ask questions and get insights in the form of reports and widgets in real-time.
Fullstory is a behavioural data platform, helping C-suite leaders make informed decisions by injecting digital behavioural data into its analytics stack. Its patented technology uncovers the power of quality behavioural data at scale, transforming every digital visit into actionable insights. Enterprises can increase funnel conversion and identify their highest-value customers effortlessly.

Started in 2005 in a Sweden-based small town, Norrköping, Voyado offers a customer experience cloud platform that includes a customer loyalty management system. This platform helps businesses design and implement customer loyalty programs, track customer 



TapMango provides a comprehensive, customisable, flexible and feature-rich customer loyalty program. The loyalty tools include an integrated suite of customised consumer-facing technology, easy-to-use merchant tools, and automation algorithms, all aimed at enhancing customer experience. Adaptable to any industry, TapMango’s platform helps merchants compete with larger chains, converting customer one-time purchases into profitable spending habits.






Adobe Experience Cloud offers a comprehensive set of applications, capabilities, and services specifically designed to address day-to-day requirements for personalised customer experiences at scale. Its innovative platform has played an essential role in managing different digital content or assets, to improve customer happiness or satisfaction. Some of its products include Adobe Gen Studio, Experience Manager Sites, Real-time CDP, and Marketo Engage.

