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

8 Questions to Ask When Testing Your Product Discovery Experience

Posted on:
March 8, 2021
Author:
Constructor Team
Table of Contents:

Every year, consumer expectations for on-site product discovery experiences grow higher. How do you know if your product discovery experience can compete?

In this article, we’ll cover 8 essential questions to ask when testing your product discovery experience, starting with functionality:

Functionality

Giving your users an immersive search experience is critical for performance, improving conversion rates, and ultimately increasing revenue. To ensure your user’s journey is fluid and intuitive, consider the following questions:

How fast is your search?

10 years ago, Amazon found that every 100ms of latency cost them 1% in sales. Google found an extra .5 seconds in search page generation time dropped traffic by 20%. Ensuring high speeds on your website is one of the first steps towards achieving a desirable retention rate.

How are products ranked on your site?

By far, the best product ranking signals come directly from users — what products they click on, add to cart, purchase, and more. Moreover, by ranking search results based on what products are most likely to lead to an increase in business KPIs, you can achieve attractive results. Manually ranking products across your entire product discovery experience on this basis is extremely difficult, if not impossible.

We’ve written extensively on this topic in the past – you can read more about this topic here. 

Do your search & autosuggest systems use typo-tolerance, plurals, and NLP to help your users find what they’re looking for?

By correcting phonetic, fat finger and spacing errors automatically, you can ensure users don’t end up on zero-result pages that may cause them to leave. Moreover, NLP that infers user intent enables accurate search results and increases purchase rates, making NLP an important contributor to successful searches. Inferring intent is simply not a feature of traditional search engines.

Do your users get personalized search results based on their preferences, behavior, etc.?

According to Boston Consulting Group, “companies that use advanced personalization methods can realize an improvement of 20% or more in their net promoter scores. In addition, these retailers can see productivity gains of 6% to 10% and incremental revenue growth of 10% or more.” Great personalization allows you to improve the experience on your site for every individual down to minute details (like affinities towards organic foods for grocery retailers, or golf pants for apparel retailers) across your entire site — not just by showing different results based on basic demographic data.

You can read more of our articles on personalization here. 

Optimization

User expectations for search and product discovery experiences are constantly on the rise. To ensure your product discovery experiences are meeting user expectations, consider building or improving the following questions:

How often does your search and discovery system have outages?

The greater your uptime, the less revenue you’ll lose. Users are impatient. If they reach your site and aren’t able to access it, they’ll almost certainly leave (and with a bad taste in their mouth).

At Constructor, we aim to have at least a 99.999% uptime across all our services.

What are you optimizing your search results for?

By optimizing your search for relevance in tandem with an important business KPI, you are able to generate search results that benefit both you and your users. Without this ability, your search results won’t benefit anyone. Optimizing for relevance should prevent something like ‘shoes’ showing up for a search for ‘laptop,’ and optimizing for business KPIs should ensure that the most attractive laptops (the ones most likely to lead to an increase in your business KPIs) should show up at the top.

You can read more about this topic here. 

Does clickstream data fit into your ranking strategy?

Clickstream data not only forms the foundation for great search and discovery systems/algorithms (like Learn to Rank, personalization, and more), but it also ensures your users see attractive search results — or search results optimized for a valuable KPI like conversions — on your site.

How much do your product discovery channels (ex. recommendations, browse, search) learn and share data with each other?

Connection between product discovery channels is the backbone of any advanced system (ex. ML-reranking). Without it, useful data (like purchasing habits and affinities) is lost and cannot be used to improve user experiences in other areas of your product discovery experience. The more data you have, the better experience your users receive.

 

Subscribe to our Blog

Get conversion-driving insights delivered straight to your inbox.

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