Skip to content
Logo-black
  • Native Commerce Core™
    • IDC-marketscape-q4-2024-resources-hub-cover-562x562@2x

      Constructor is a leader in the IDC marketscape

      Constructor is a Leader in the IDC MarketScape on Worldwide Knowledge Discovery Software for External-Facing Use Cases, 2024.

        • Search & Autosuggest

          Hyper-personalized ecommerce search driven by AI and real-time shopper behavior.

        • Browse

          Personalize your ecommerce category pages for maximum conversions.

        • Recommendations

          Drive upsells and increase RPV with hyper-personalized product recommendations.

        • Collections

          Dynamic, personalized ecommerce collection pages that learn from every search, click, and purchase.

        • Quizzes

          Create smart product recommendation quizzes that drive shopper engagement.

        • Merchant Controls & Intelligence

          Get the ecommerce merchandising controls and insights you need to make high-impact changes that drive revenue.

        • Attribute Enrichment

          Automatically enrich product attributes and categories to give shoppers the best possible experience.

        • AI Shopping Assistant

          Help your online customers discover great products faster.

        • Retail Media

          Constructor Sponsored Listings complement (instead of compete with) your organic results.

        • Cross-Channel & Offsite Discovery

          Create and launch personalized, data-driven marketing campaigns across digital channels.

        • B2B Use-Cases

          Product discovery technology that’s purpose-built to handle the complex needs of B2B ecommerce.

  • Customers
    • Beyond Relevance Featured

      Beyond Relevance Report

      The Data-Backed Case for Attractiveness as the New Standard for Ecommerce Search Performance.

        • Upcoming Events

          Visit us in person at ecommerce industry events.

        • Reports & Guides

          New research, guidance, and insights for the future of retail.

        • Webinars

          Educational webinars, conversations with Constructor partners, and more.

        • Blog

          The latest ideas and news from the frontier of commerce search and discovery.

        • Split/Test Digest

          The most interesting learnings from A/B testing at Constructor.

        • News

          Read Constructor's latest news coverage and press announcements.

        • Documentation

          Learn about the components of Constructor's advanced, AI-powered product discovery suite.

        • About Us

          With AI in our DNA and by keeping ecommerce as our core focus, we’ve built the best product search and discovery solution specifically for the unique needs of retailers.

        • Partners

          Constructor partners with the world’s top retail consultants, systems integrators, and technology platforms.

        • Careers

          Constructor is building the next generation of search solutions.

Login
Book a Demo
  • Native Commerce Core™
    • IDC-marketscape-q4-2024-resources-hub-cover-562x562@2x

      Constructor is a leader in the IDC marketscape

      Constructor is a Leader in the IDC MarketScape on Worldwide Knowledge Discovery Software for External-Facing Use Cases, 2024.

        • Search & Autosuggest

          Hyper-personalized ecommerce search driven by AI and real-time shopper behavior.

        • Browse

          Personalize your ecommerce category pages for maximum conversions.

        • Recommendations

          Drive upsells and increase RPV with hyper-personalized product recommendations.

        • Collections

          Dynamic, personalized ecommerce collection pages that learn from every search, click, and purchase.

        • Quizzes

          Create smart product recommendation quizzes that drive shopper engagement.

        • Merchant Controls & Intelligence

          Get the ecommerce merchandising controls and insights you need to make high-impact changes that drive revenue.

        • Attribute Enrichment

          Automatically enrich product attributes and categories to give shoppers the best possible experience.

        • AI Shopping Assistant

          Help your online customers discover great products faster.

        • Retail Media

          Constructor Sponsored Listings complement (instead of compete with) your organic results.

        • Cross-Channel & Offsite Discovery

          Create and launch personalized, data-driven marketing campaigns across digital channels.

        • B2B Use-Cases

          Product discovery technology that’s purpose-built to handle the complex needs of B2B ecommerce.

  • Customers
    • Beyond Relevance Featured

      Beyond Relevance Report

      The Data-Backed Case for Attractiveness as the New Standard for Ecommerce Search Performance.

        • Upcoming Events

          Visit us in person at ecommerce industry events.

        • Reports & Guides

          New research, guidance, and insights for the future of retail.

        • Webinars

          Educational webinars, conversations with Constructor partners, and more.

        • Blog

          The latest ideas and news from the frontier of commerce search and discovery.

        • Split/Test Digest

          The most interesting learnings from A/B testing at Constructor.

        • News

          Read Constructor's latest news coverage and press announcements.

        • Documentation

          Learn about the components of Constructor's advanced, AI-powered product discovery suite.

        • About Us

          With AI in our DNA and by keeping ecommerce as our core focus, we’ve built the best product search and discovery solution specifically for the unique needs of retailers.

        • Partners

          Constructor partners with the world’s top retail consultants, systems integrators, and technology platforms.

        • Careers

          Constructor is building the next generation of search solutions.

Login
Book a Demo
Back to Blog

How Contentstack Sees CMS and Product Discovery Evolving with Generative AI

Product Discovery Generative AI
Posted on:
December 5, 2023
Author:
Contentstack Team
how cms and product discovery will evolve with generative ai
Table of Contents:
how cms and product discovery will evolve with generative ai

This post was written by John Kelly, Director of Product at Contentstack.

We believe CMS platforms, particularly headless CMSes, will have a crucial and integrated role in connecting the right person to the right product at the right time. This will be achieved through digital experience delivery using Contentstack and product discovery experiences with Constructor.

Notably, if content management and search-as-a-service platforms are the sparks, Generative AI in ecommerce is a giant can of gasoline to light the fire. We see Generative AI transforming the manner in which stories are told and products are bought online in several key ways.

1. Storytelling, broadly

By analyzing data on audience preferences and behaviors, Generative AI will begin to suggest topics, formats, and tones that are more likely to engage specific audiences or cohorts that are important for content writers to reach. Marketers, content writers, and digital storytellers will be able to use Generative AI as more of a storytelling tool. Those stories will be able to incorporate ecommerce and boost the product discovery experience overall.

2. Data integration

CMSes can integrate with search platforms to utilize their product data, while product discovery platforms can leverage content from a CMS to improve the accuracy and relevance of search results displayed on websites. There’s a virtuous cycle here, where the data within each product helps to enrich the other product and, over time, the product data and the digital experiences overall become extremely focused on customer value.

3. Personalized content

Understanding user interactions with digital experiences delivered from the CMS can help inform collection-building and product recommendations for an audience or cohort of visitors. Generative AI can further help here by tailoring content to user profiles by creating variations of a story that appeal to different audience segments. For example, it can adjust the language for different geos or markets, alter cultural references to match geographical locations, or emphasize certain product features over others based on past user interactions. In this way, content writers are empowered to scale their storytelling in ways that resonate on a personal level, increasing engagement and the effectiveness of their messaging.

4. Search optimization

Product discovery platforms can use CMS data to help Generative AI build highly-convertive search engine results pages with richer previews and a more dynamic experience than traditional search results. Two facets are poised to help move search optimization forward: 1) based on user behavior and preferences, product discovery platforms can leverage AI to optimize on-site search features, such as predictive text and autocomplete; and 2) semantic search, powered by modern vector databases, will unlock the ability for users to engage more meaningfully with search tools. They can discuss how they’re feeling, what mood they’re in, what their partner’s preferences are, and what occasion brings them to the shopping experience in the first place. All that data can be used to generate recommendations, results, and an overall tailored experience that truly connects with the audience. 

5. Insightful analytics

The combined data from CMS and AI search platforms can provide deeper insights into customer behavior, enabling content creators to tailor their strategies more effectively. Generative AI happens to be quite good at analyzing content performance data to help identify which elements resonate with audiences — such as specific phrases, topics, or content structures. Marketers and content writers can take this data to adapt their storytelling to align with these insights. For example, the data might show that stories with emotional appeal perform better with a certain demographic. These feedback loops allow for continuous refinement, ensuring writers can maintain a narrative that captures and retains audience attention over time.

It’s important to note that Generative AI has the power to not only create, but also destroy. It can — and likely will — destroy the manner and methods in which traditional web experiences were created, served, and managed. Generative AI also holds a promise to unlock forms of creativity, productivity, and growth that wouldn’t otherwise be possible. 

Businesses and teams that recognize these possibilities are poised to lead in the years to come.

What's next?

Uncover lost revenue opportunities with a complimentary Search Experience Audit.

According to the 2024 State of Ecommerce Search & Product Discovery Survey, nearly 70% of shoppers think the search function on retail websites needs an upgrade. Our team has run over 1000 A/B tests to identify easy-to-implement algorithmic and UX improvements that get results. Use their research to your advantage with a complimentary Search Experience Audit — no strings attached.

Request an Audit
  • Analyze your search results quality
  • Identify "no results" pages
  • Pinpoint irrelevant results for long-form queries
  • Uncover UX opportunities for Search, Autocomplete, and PLPs

According to the 2024 State of Ecommerce Search & Product Discovery Survey, nearly 70% of shoppers think the search function on retail websites needs an upgrade. Our team has run over 1000 A/B tests to identify easy-to-implement algorithmic and UX improvements that get results. Use their research to your advantage with a complimentary Search Experience Audit — no strings attached.

Request an Audit
  • MACH Certified
  • 21972-312_SOC_NonCPA-150x150
  • Cartification-mark_04-09-300x253-1-150x150
Constructor.io Logo
  • Technology
    • Native Commerce Core™
    • Request a Demo
    • The Proof Schedule®
  • Solutions
    • Search & Autosuggest
    • Browse
    • Recommendations
    • Collections
    • Quizzes
    • Merchant Controls & Intelligence
    • Attribute Enrichment
    • AI Shopping Assistant
    • B2B Solutions
  • Resources Hub
    • Events
    • Reports, Guides & Webinars
    • Blog
    • Experiments
    • News
    • Constructor vs Alternatives
    • Documentation
  • About
    • About Us
    • Partners
    • Security & Compliance
    • Careers
  • Technology
    • Native Commerce Core™
    • Request a Demo
    • The Proof Schedule®
  • Solutions
    • Search & Autosuggest
    • Browse
    • Recommendations
    • Collections
    • Quizzes
    • Merchant Controls & Intelligence
    • Attribute Enrichment
    • AI Shopping Assistant
    • B2B Solutions
  • Resources Hub
    • Events
    • Reports, Guides & Webinars
    • Blog
    • Experiments
    • News
    • Constructor vs Alternatives
    • Documentation
  • About
    • About Us
    • Partners
    • Security & Compliance
    • Careers
© 2025 Constructor All rights reserved
  • Terms of Service
  • Privacy Policy