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How AI Handles Product Discovery, Upselling, and Cart Recovery Inside One Conversation Thread

In this article, Imteyaz Ansari, Founder at Azmarq Technovation Pvt. Ltd., explains how AI unifies product discovery, upselling, and cart recovery into a single intelligent conversation, enabling personalized, real-time customer engagement and seamless, data-driven shopping experiences.

by Guest Column
June 11, 2025
in Authors Corner
Reading Time: 3 mins read
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Imteyaz Ansari Azmarq
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Nowadays, consumers want more than ease of use—relevance, personalization, and timeliness at every touchpoint. All this can be achieved through more than the dull search boxes, mass promotions, and passive support of the old days. Artificial intelligence (AI) nowadays is transforming the way companies interact with customers by blending product discovery, upselling, and cart recovery into a single intelligent conversation thread.

With conversational AI, NLP, and machine learning, brands are making it possible to redefine the shop experience, not as a sequence of isolated steps but as a single uninterrupted, contextful conversation. Here’s why it is possible with AI.

How AI is Reimagining Product Search

Finding the right product is most often the first hurdle in the customer journey. Keywords and old filters may be insufficient, especially when customers cannot articulate what they are searching for. AI solves this with conversational capabilities that enable discovery in a natural, human way. Conversational AI, like chatbots and virtual assistants, responds to users’ queries and understands preferences through natural language. For instance, a user can write, “I want to buy a gift for my sister under ₹2000,” and the AI can immediately suggest pre-curated suggestions based on price, gender, and category without requiring the user to click through filters one by one.

With recommendations based on browsing, buying, and past dialogue, AI can also expose users to products they never knew they needed. This increases discoverability, as well as user confidence. Finally, AI-driven dynamic filters evolve in real time based on customer input, once more streamlining the decision-making process and building a more dynamic interface than previous e-commerce technology.

Next-Generation Upselling through Real-Time AI Insights

Once intent has been established by a consumer, AI then intercedes with a subtle yet sharp influence, coaxing them toward bigger-ticket sales. The art is relevant, making recommendations that are truly valuable, not invasive.

AI uses contextual understanding to know what a customer is browsing or thinking about and suggests complementary items. When a customer adds a laptop to their basket, the assistant could recommend a wireless mouse compatible with it or a package of cheap software, not just on the item itself, but on that customer’s purchase history.

Personalized offers contribute additionally to this experience. AI can personalize offers like time-
sensitive discounts, free shipping, or product bundling using a combination of user data and behavior data. For frequent customers or high-intent shoppers, it can even offer early access to exclusive products or tiered discounts on the cart amount.

With adaptive suggestions, AI improves over time, enabling it to learn from what each user engages with, what they do not, and what eventually converts. This learning process creates a loop where brands are able to optimize their upsell process constantly so that they can improve average order value without any process delays.

Real-Time Recovery for a Seamless Experience

Cart abandonment remains one of the biggest problems in online shopping, with rates typically well over 70%. AI provides an active approach to reducing these drop-offs by carrying on the conversation even after the shopper leaves the page.

Abandoned cart notifications, sent by email, SMS, or app push, are not just reminders anymore. They are personalized nudges crafted based on what was left behind and what will most likely bring them back. A message could include product images, price reduction alerts, or a gentle reminder.

Aside from alerts, proactive support carries weight. If a customer abandons their cart at the checkout stage, an AI assistant can contact them and ask if there was confusion or an issue. It can clarify shipping terms, help with payment methods, or suggest substitution goods if the original product is not available. By monitoring behavior, AI also unveils patterns, such as whether on price, continuously comparing products, or long dwell times on certain pages. This supports smarter retargeting campaigns and enables better recovery attempts in the future.

End-to-End Engagement within a Unified Experience

What truly distinguishes this AI-supported process is the integration of all three steps—discovery, upsell, and recovery—into a single conversation flow. Rather than flipping between pages, chat sessions, and inboxes, the consumer enjoys a contextual, friction-free experience.

It reduces friction, maximizes interaction, and greatly improves the conversion rate. For businesses, too, it unlocks deeper streams of data, which can inform inventory, marketing, and customer service programs.

The real triumph is personalization on a large scale. Each experience is tailor-made, but it’s driven by algorithms that can change in real time. That is the promise and potential of AI today.

As AI technology continues to advance, the role of conversational commerce will be amplified further. Voice interfaces, visual AI, and emotion analytics are on the near horizon, promising even more natural shopping experiences. For businesses, the message is plain: it’s not about automating but rethinking how to serve customers better, faster, and smarter. By putting product discovery, upselling, and cart recovery in one intelligent thread, brands can build relationships, not just transactions. Chats aren’t just convenient in this new era—conversations are at the heart of the entire shopping experience.

(Views are personal) 

Tags: Azmarq Technovation Pvt. LtdImteyaz Ansari

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