{"id":6887,"date":"2024-04-11T14:47:17","date_gmt":"2024-04-11T14:47:17","guid":{"rendered":"https:\/\/www.suntecindia.com\/blog\/?p=6887"},"modified":"2026-03-16T09:19:25","modified_gmt":"2026-03-16T09:19:25","slug":"minimize-no-results-responses-with-internal-site-search-optimization","status":"publish","type":"post","link":"https:\/\/www.suntecindia.com\/blog\/minimize-no-results-responses-with-internal-site-search-optimization\/","title":{"rendered":"Minimize &#8216;No Results&#8217; responses with internal site search optimization"},"content":{"rendered":"\n<p>Have you ever found yourself typing in a show&#8217;s name on Netflix, only to be met with a disappointing &#8220;Sorry, no titles match your search&#8221; message? This frustrating experience can lead to disengagement and may even cause you to switch to a different streaming platform.<\/p>\n\n\n\n<!--more-->\n\n\n\n<p>However, Netflix has a solution to keep you engaged. By offering alternative suggestions based on your previous searches or trending titles, the platform ensures that you continue browsing and potentially discover a show you might have otherwise missed. Have a look.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"334\" src=\"https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Netflix-Zero-Search-Result-Page-1024x334.png\" alt=\"Offering Alternative Suggestions Based on Searches\" class=\"wp-image-6888\" srcset=\"https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Netflix-Zero-Search-Result-Page-1024x334.png 1024w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Netflix-Zero-Search-Result-Page-300x98.png 300w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Netflix-Zero-Search-Result-Page-245x80.png 245w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Netflix-Zero-Search-Result-Page-768x250.png 768w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Netflix-Zero-Search-Result-Page.png 1107w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>This strategy isn&#8217;t unique to Netflix. Websites across various industries can implement similar techniques to prevent dead ends caused by zero-search results and maintain user engagement.<\/p>\n\n\n\n<p>In this blog post, we&#8217;ll explore how zero-result pages contribute to consumer frustration and the negative impact they can have on your business. We&#8217;ll also explore effective ways to optimize internal site search results to minimize zero search results, drive sales, and enhance the overall user experience.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Why are zero search results a problem for your business?<\/strong><\/h2>\n\n\n\n<p>When users don\u2019t find what they\u2019re looking for, they are less likely to stay on your website, resulting in lower engagement metrics &#8211; time on site, page views, and interactions. Additionally, every zero-results search is a potentially lost sale as dissatisfied customers may move on to other business alternatives. Therefore, if your website consistently yields zero search results, it undermines the overall user experience and increases the likelihood of losing customers to competitors.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>What does a good site search look like?<\/strong><\/h2>\n\n\n\n<p>Coursera is a good example of a great site search. It offers multiple user-friendly UX functionalities, including search-as-you-type capabilities, misspellings, and typo tolerance. Moreover, all the functionalities extend to mobile devices as well. Here is what it looks like.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"463\" src=\"https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Coursera-Good-Site-Search-1024x463.png\" alt=\"Example of Great Site Search\" class=\"wp-image-6889\" srcset=\"https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Coursera-Good-Site-Search-1024x463.png 1024w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Coursera-Good-Site-Search-300x136.png 300w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Coursera-Good-Site-Search-177x80.png 177w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Coursera-Good-Site-Search-768x347.png 768w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Coursera-Good-Site-Search-1536x695.png 1536w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Coursera-Good-Site-Search.png 1902w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>The website also offers numerous categories, filters, and a list of the most popular specializations to ensure that the user lands on a relevant course.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"522\" src=\"https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Coursera-Search-Filters-1024x522.png\" alt=\"More Search Options\" class=\"wp-image-6890\" srcset=\"https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Coursera-Search-Filters-1024x522.png 1024w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Coursera-Search-Filters-300x153.png 300w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Coursera-Search-Filters-157x80.png 157w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Coursera-Search-Filters-768x392.png 768w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Coursera-Search-Filters-1536x784.png 1536w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Coursera-Search-Filters.png 1664w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Why does the zero results search problem arise?<\/strong><\/h2>\n\n\n\n<p>Zero search results can come up due to multiple factors, including-<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. <strong>Misspellings and typos<\/strong><\/h3>\n\n\n\n<p>Typing errors and misspelled words are common, especially in user search queries. External searches, such as those conducted on Google or Bing, can often compensate for minor mistakes. However, if not optimized, internal search systems trip over the smallest mistakes. This may result in zero-results searches within your internal site search.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. <strong>Poor search indexing<\/strong><\/h3>\n\n\n\n<p>If the site&#8217;s search indexing process is inefficient, certain pages or products may not be properly cataloged. In such cases, unindexed pages\/products may not appear in any search results. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. <strong>A mismatch between user language and site terminology<\/strong><\/h3>\n\n\n\n<p>People may use different search terms than those used on your website across product listings and content. Consider this: You run an eCommerce business that sells different types of shoes. A user searching for \u201crunning shoes\u201d may not get the desired search results if your website terminology for the particular category is \u201csports shoes.\u201d This discrepancy may result in a zero-results page.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. <strong>Lack of relevant data<\/strong><\/h3>\n\n\n\n<p>If your database lacks accurate and updated information such as product availability, descriptions, and technical specifications, users\u2019 search queries may not match any items in the database. Additionally, if they\u2019re looking for outdated or discontinued items that are no longer available, searches for those items may yield zero results.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>How to handle zero search results?<\/strong><\/h2>\n\n\n\n<p>The following strategies can help you reduce the likelihood of &#8216;no-result-found&#8217; instances and improve the product discovery process for visitors.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. <strong>Improve site search with synonyms and misspellings<\/strong><\/h3>\n\n\n\n<p>Expanding your search index with synonyms, variations, and misspellings allows the site search engine to retrieve more accurate results. Upon detecting a potential spelling error or typo in a user&#8217;s query, it can provide &#8220;Did You Mean&#8221; suggestions or alternative spellings.&nbsp;<\/p>\n\n\n\n<p>Below is an example of how search engines (external searches) handle misspelled words. The same can be extended to internal search systems.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-large mb-4\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"461\" src=\"https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Handling-typos-in-search-query-1024x461.png\" alt=\"Searches Handle Misspelled Words\" class=\"wp-image-6893\" srcset=\"https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Handling-typos-in-search-query-1024x461.png 1024w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Handling-typos-in-search-query-300x135.png 300w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Handling-typos-in-search-query-178x80.png 178w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Handling-typos-in-search-query-768x346.png 768w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Handling-typos-in-search-query.png 1256w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">2. <strong>Customize site search results by offering more filters<\/strong><\/h3>\n\n\n\n<p>Another way to customize internal site search is to provide additional filtering categories, drop-down menus, and a personal search results page with their past activity (frequently visited products, wishlist, products added to the cart, etc). These data points can later be used to offer quick search options that yield definite results, deterring zero-result pages.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. <strong>Utilize auto-fill suggestions<\/strong><\/h3>\n\n\n\n<p>Autocomplete is a prominent site search feature that allows the internal search engine to<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Correct phonetic misspellings, such as keyboard proximity errors, wrong punctuations, and omitted characters. For instance, a user search query spelled \u201cair frier\u201d automatically gets interpreted by the search engine as \u201cair fryer.\u201d&nbsp;<\/li>\n<\/ul>\n\n\n\n<p> As you can see below, even the incorrect spellings resulted in accurate product recommendations.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"553\" src=\"https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Incorrect-spellings-resulted-in-accurate-product-recommendations-1024x553.png\" alt=\"Misspelled Word led to Accurate Recommendations\" class=\"wp-image-6894\" srcset=\"https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Incorrect-spellings-resulted-in-accurate-product-recommendations-1024x553.png 1024w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Incorrect-spellings-resulted-in-accurate-product-recommendations-300x162.png 300w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Incorrect-spellings-resulted-in-accurate-product-recommendations-148x80.png 148w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Incorrect-spellings-resulted-in-accurate-product-recommendations-768x415.png 768w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Incorrect-spellings-resulted-in-accurate-product-recommendations-1536x829.png 1536w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Incorrect-spellings-resulted-in-accurate-product-recommendations.png 1624w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Detect possible queries based on relevance. For instance, if someone types \u201crainbow\u201d in the internal site search, the auto-fill suggestions may display \u201cnails,\u201d \u201cdash,\u201d \u201ccake,\u201d etc.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"573\" src=\"https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Pintrest-Detect-more-synonyms-1024x573.png\" alt=\"Auto-fill Suggestions\" class=\"wp-image-6895\" srcset=\"https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Pintrest-Detect-more-synonyms-1024x573.png 1024w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Pintrest-Detect-more-synonyms-300x168.png 300w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Pintrest-Detect-more-synonyms-143x80.png 143w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Pintrest-Detect-more-synonyms-768x430.png 768w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Pintrest-Detect-more-synonyms-1536x860.png 1536w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Pintrest-Detect-more-synonyms.png 1632w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Prioritize better matching keywords in a query and serve more accurate recommendations based on them. Consider an example where a user is searching for \u201cgaming laptops with graphics cards 8GB RAM.\u201d Here, the system should recognize \u201cgaming,\u201d \u201cgraphics card,\u201d and \u201c8GB RAM\u201d as the words of focus. Look at the image below:<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"560\" src=\"https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Amazon-better-matching-keywords-1024x560.png\" alt=\"Accurate Product Recommendations\" class=\"wp-image-6896\" srcset=\"https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Amazon-better-matching-keywords-1024x560.png 1024w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Amazon-better-matching-keywords-300x164.png 300w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Amazon-better-matching-keywords-146x80.png 146w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Amazon-better-matching-keywords-768x420.png 768w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Amazon-better-matching-keywords-1536x840.png 1536w, https:\/\/www.suntecindia.com\/blog\/wp-content\/uploads\/2024\/04\/Amazon-better-matching-keywords.png 1676w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Such precision reduces the likelihood of users getting zero search results.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. <strong>Optimize content with accurate and necessary information<\/strong><\/h3>\n\n\n\n<p>Ensure your product data is up-to-date and accurate for optimal performance of the product discovery engine. This includes your product catalog, including attributes, descriptions, categories, and metadata. Additionally, enrich it with user data like browsing history, purchase patterns, and demographics to offer better contextual references for the site search system. This understanding is crucial for the site search engine to deliver the most relevant results and avoid zero-results pages.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5. <strong>Implement merchant tooling<\/strong><\/h3>\n\n\n\n<p>Nowadays, many business owners leverage a combination of human insight and rule-based programs within internal site search to boost, bury, block, and group their products to offer better search results. This serves a dual purpose: Maximize all KPIs and meet customers\u2019 needs. This practice, called \u201csearchandising,\u201d allows them to-&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Recommend a particular item based on buyer intent:<\/strong> For instance, if someone has a history of purchasing boxing-related items, the internal site search can recommend boxing gloves instead of winter gloves when the user searches for \u201cgloves.\u201d&nbsp;<\/li>\n\n\n\n<li><strong>Bury certain unavailable items:<\/strong> If some products are currently out of stock, the internal site search can bury the results and suggest relevant alternatives.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Best practices for site search<\/strong><\/h2>\n\n\n\n<p>While many site visitors have a goal in mind, several others are simply exploring your website as an option. To ensure they find the desired products, improving internal site search functionality is a great way. You can do this in the following ways.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. <strong> Make the search box user-friendly<\/strong><\/h3>\n\n\n\n<p>The search bar is where most of the website interaction happens. So make it intuitive to ensure maximum engagement. Put it where users expect to see it, like the top of the page. Keep the design simple with clear prompts. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. <strong>Integrate dedicated query preprocessing modules with the search engine <\/strong><\/h3>\n\n\n\n<p>Search query reformulation can be used to improve a customer\u2019s product discovery experience. The query preprocessing module will receive the user&#8217;s query as input, apply various reformulation techniques (such as query expansion, spelling correction, or synonym matching), and pass the modified query to the main search algorithm for further processing. For example, if a user searches for &#8220;laptops,&#8221; the query can be expanded to include terms like &#8220;notebooks,&#8221; &#8220;portable computers,&#8221; or &#8220;ultrabooks.&#8221;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. <strong>Optimize the internal search box for mobile devices<\/strong><\/h3>\n\n\n\n<p>Mobile devices and smartphones (excluding tablets) generated over <a href=\"https:\/\/www.statista.com\/statistics\/277125\/share-of-website-traffic-coming-from-mobile-devices\/\" title=\"\">58.67%<\/a> of global website traffic in the last quarter of 2023 alone. Optimizing internal search accommodates this user behavior, making it easier for them to access your website anytime, anywhere. So ensure the search system has a responsive design to prevent lost opportunities.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Integrate AI for a better site search experience<\/strong><\/h2>\n\n\n\n<p>As per Statista, <a href=\"https:\/\/www.statista.com\/statistics\/1096189\/artificial-intelligence-ecommerce-adoption-france\/\">51%<\/a> of eCommerce business owners are working on the deployment of AI in their business. And a significant portion of this belongs to AI-powered search, product discovery, and recommendation engines.&nbsp;<\/p>\n\n\n\n<p>AI-powered search and product discovery systems possess advanced NLP (natural language processing) capabilities to understand user intent and provide intelligent auto-fill suggestions to guide them towards the most relevant products. Even if the user&#8217;s initial search query does not yield an exact match, smart search systems can provide similar product suggestions, reducing the frustration of encountering a &#8220;no results found&#8221; page.&nbsp;<\/p>\n\n\n\n<p>Moreover, advanced AI algorithms such as the Porter-Stemmer algorithm can be used to remove irrelevant endings or suffixes from search terms to get their base form, enhancing the precision of matching the right product to a search query.&nbsp;<\/p>\n\n\n\n<p>Mindful integration of AI can translate to higher search-to-conversion rates (<a href=\"https:\/\/www.suntecindia.com\/implementing-ai-powered-search-for-ecommerce-store.html\">&gt;72%<\/a>), more sales from upsell recommendations (<a href=\"https:\/\/www.suntecindia.com\/implementing-ai-powered-search-for-ecommerce-store.html\">&gt;30%<\/a>), and higher product listing CTR (<a href=\"https:\/\/www.suntecindia.com\/implementing-ai-powered-search-for-ecommerce-store.html\">57%<\/a>) &#8211; a win-win situation for all.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Final takeaway<\/strong><\/h2>\n\n\n\n<p>Addressing the \u201czero search results\u201d issue has become paramount for a memorable user experience, especially in this competitive scenario where alternatives are readily available. By improving and optimizing internal searches to yield more relevant and related products, you can ensure better customer retention.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>We implemented an AI-powered product discovery engine for a leading eCommerce Merchant<\/strong><\/h2>\n\n\n\n<a class='text-decoration-none' href='https:\/\/www.suntecindia.com\/implementing-ai-powered-search-for-ecommerce-store.html'><div class='p-5 my-3'  style='background-color:#f6f6f6'>\n<span style='font-size:10px;color:#A7623A'>PROJECT OUTCOMES<\/span>\n<h3><strong>Business Impact<\/strong><\/h3>\n<div class=\"row row-cols-1 row-cols-sm-2 row-cols-md-2 row-cols-lg-3 g-3 g-lg-4 pt-3 text-center\">\n                  <div class=\"col\">\n                    <div class=\"p-4 rounded-3\" style=\"background:#fff;border:solid 1px #fff;height: 100%;\">\n                      <svg style=\"height: 60px;width: auto;\" class=\"mb-2\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.1\" 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50.01s-1.07-5.21-2.931-7.07A10.025 10.025 0 0 0 152 40.01zM206.016 263.039c-5.522 0-10 4.478-10 10v39c0 5.522 4.478 10 10 10s10-4.478 10-10v-39c0-5.522-4.478-10-10-10zM206.02 218.04c-2.64 0-5.22 1.069-7.08 2.93a10.067 10.067 0 0 0-2.92 7.07c0 2.63 1.061 5.21 2.92 7.069a10.082 10.082 0 0 0 7.08 2.931c2.63 0 5.21-1.07 7.07-2.931a10.072 10.072 0 0 0 2.93-7.069c0-2.631-1.069-5.211-2.93-7.07a10.075 10.075 0 0 0-7.07-2.93z\" fill=\"#a7623a\" opacity=\"1\" data-original=\"#000000\" class=\"\"><\/path><path d=\"M206.016 168.039c-56.243 0-102 45.757-102 102s45.757 102 102 102 102-45.757 102-102-45.757-102-102-102zm0 184c-45.215 0-82-36.785-82-82s36.785-82 82-82 82 36.785 82 82-36.786 82-82 82zM362.268 202.048c0 5.522 4.478 10 10 10H448c5.522 0 10-4.478 10-10s-4.478-10-10-10h-75.732c-5.523 0-10 4.477-10 10zM372.268 144.05h-20.535c-5.522 0-10 4.478-10 10s4.478 10 10 10h20.535c5.522 0 10-4.478 10-10s-4.478-10-10-10zM448 164.05c5.522 0 10-4.478 10-10s-4.478-10-10-10h-31.732c-5.522 0-10 4.478-10 10s4.478 10 10 10zM448 240.046h-24.75c-5.522 0-10 4.478-10 10s4.478 10 10 10H448c5.522 0 10-4.478 10-10s-4.478-10-10-10zM186.25 440.01c-2.63 0-5.21 1.06-7.07 2.93-1.86 1.86-2.93 4.44-2.93 7.07s1.069 5.2 2.93 7.069c1.86 1.86 4.44 2.931 7.07 2.931s5.21-1.07 7.069-2.931a10.073 10.073 0 0 0 2.931-7.069c0-2.641-1.07-5.21-2.931-7.07a10.025 10.025 0 0 0-7.069-2.93z\" fill=\"#a7623a\" opacity=\"1\" data-original=\"#000000\" class=\"\"><\/path><\/g><\/svg>\n                      <h3 class=\"mb-2\" style=\"font-size: 1rem !important;\">Rapid <strong>3-month<\/strong> deployment of AI-powered search engine<\/h3>\n                    <\/div>\n                  <\/div> <!--col-->\n                  <div class=\"col\">\n                    <div class=\"p-4 rounded-3\" style=\"background:#fff;border:solid 1px #fff;height: 100%;\">\n                      <svg style=\"height: 60px;width: auto;enable-background:new 0 0 512 512\" class=\"mb-2\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.1\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"512\" height=\"512\" x=\"0\" y=\"0\" viewBox=\"0 0 56 60\" xml:space=\"preserve\"><g><path d=\"M28 60c15.202-.093 27.553-12.3 27.825-27.5S44.189 4.66 29 4.026V1.931a1.94 1.94 0 0 0-.964-1.685 1.826 1.826 0 0 0-1.851.009l-5.238 3.069a1.957 1.957 0 0 0 0 3.352l5.239 3.069c.57.338 1.277.342 1.85.009.6-.349.967-.991.964-1.685V6.025c14.22.547 25.357 12.424 24.991 26.65s-12.1 25.513-26.328 25.329C13.433 57.819 1.997 46.23 2 32a1 1 0 0 0-2 0c.018 15.457 12.543 27.982 28 28zM22.021 5.013 27 2.1l.021 2.794c-.009.035-.016.07-.021.106.005.04.013.08.024.12l.022 2.812zM1.147 28.989a1 1 0 0 0 1.141-.842c.048-.324.1-.645.162-.964a1 1 0 0 0-1.966-.366c-.064.343-.123.689-.174 1.036a1 1 0 0 0 .837 1.136zM2.2 23.943a1 1 0 0 0 1.277-.609c.115-.324.236-.645.362-.963a1 1 0 1 0-1.858-.742c-.133.342-.263.688-.389 1.037a1 1 0 0 0 .608 1.277zM4.388 18.854a1 1 0 0 0 1.375-.334c.2-.326.405-.647.615-.963a1 1 0 0 0-1.662-1.114c-.228.34-.449.686-.662 1.037a1 1 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                <h3 class=\"mb-2\" style=\"font-size: 1rem !important;\"><strong>72%<\/strong> higher user search to conversion rate<\/h3>\n                    <\/div>\n                  <\/div> <!--col-->\n                  <div class=\"col\">\n                    <div class=\"p-4 rounded-3\" style=\"background:#fff;border:solid 1px #fff;height: 100%;\">\n                      <svg style=\"height: 60px;width: auto;enable-background:new 0 0 512 512\" class=\"mb-2\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.1\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"512\" height=\"512\" x=\"0\" y=\"0\" viewBox=\"0 0 512 512\" xml:space=\"preserve\"><g><path d=\"M382.641 250.457V17.96c0-5.523-4.477-10-10-10H17.5c-5.523 0-10 4.477-10 10v455.547c0 5.523 4.477 10 10 10H172M207 483.507h61.185M213.154 70.538h63.151M48.831 70.538h55.823M48.831 101.735h55.823\" style=\"stroke-width:15;stroke-linecap:round;stroke-linejoin:round;stroke-miterlimit:10;\" fill=\"none\" stroke=\"#a7623a\" stroke-width=\"15\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-miterlimit=\"10\" data-original=\"#000000\" opacity=\"1\"><\/path><path d=\"M68.487 202v57.234h36.167v-112.3a4.062 4.062 0 0 0-4.062-4.062H72.549a4.062 4.062 0 0 0-4.062 4.062V167M176.987 74.6v184.634H140.82V74.6a4.062 4.062 0 0 1 4.062-4.062h28.042a4.062 4.062 0 0 1 4.063 4.062zM249.321 143.789v115.445h-36.167V143.789a4.062 4.062 0 0 1 4.062-4.062h28.042a4.061 4.061 0 0 1 4.063 4.062zM321.655 243.889v-51.353a4.062 4.062 0 0 0-4.062-4.062H289.55a4.062 4.062 0 0 0-4.062 4.062v61.493M48.831 259.234H275M303.853 70.538h17.802M213.154 105.132h108.501M285.488 139.726h36.167\" style=\"stroke-width:15;stroke-linecap:round;stroke-linejoin:round;stroke-miterlimit:10;\" fill=\"none\" stroke=\"#a7623a\" stroke-width=\"15\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-miterlimit=\"10\" data-original=\"#000000\" opacity=\"1\"><\/path><path d=\"M464.054 337.253c-15.687-54.542-65.951-94.446-125.538-94.446-72.137 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2.5h33.88a5 5 0 0 0 5-5v-62.342a5 5 0 0 0-5-5h-33.88a5 5 0 0 0-4.33 2.5zM271.758 393c8.479 28.863 35.188 50.005 66.758 50.005 38.367 0 69.581-31.214 69.581-69.581s-31.214-69.581-69.581-69.581c-33.065 0-60.798 23.191-67.836 54.157\" style=\"stroke-width:15;stroke-linecap:round;stroke-linejoin:round;stroke-miterlimit:10;\" fill=\"none\" stroke=\"#a7623a\" stroke-width=\"15\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-miterlimit=\"10\" data-original=\"#000000\" opacity=\"1\"><\/path><circle cx=\"338.516\" cy=\"373.424\" r=\"39.063\" style=\"stroke-width:15;stroke-linecap:round;stroke-linejoin:round;stroke-miterlimit:10;\" fill=\"none\" stroke=\"#a7623a\" stroke-width=\"15\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-miterlimit=\"10\" data-original=\"#000000\" opacity=\"1\"><\/circle><circle cx=\"338.516\" cy=\"373.424\" r=\"8.545\" style=\"stroke-width:15;stroke-linecap:round;stroke-linejoin:round;stroke-miterlimit:10;\" fill=\"none\" stroke=\"#a7623a\" stroke-width=\"15\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-miterlimit=\"10\" data-original=\"#000000\" opacity=\"1\"><\/circle><path d=\"M338.897 373.424H504.5\" style=\"stroke-width:15;stroke-linecap:round;stroke-linejoin:round;stroke-miterlimit:10;\" fill=\"none\" stroke=\"#a7623a\" stroke-width=\"15\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-miterlimit=\"10\" data-original=\"#000000\" opacity=\"1\"><\/path><\/g><\/svg>\n                      <h3 class=\"mb-2\" style=\"font-size: 1rem !important;\"><strong>80%<\/strong> improvement in search results accuracy<\/h3>\n                    <\/div>\n                  <\/div> <!--col-->\n                  <div class=\"col\">\n                    <div class=\"p-4 rounded-3\" style=\"background:#fff;border:solid 1px #fff;height: 100%;\">\n                      <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.1\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"512\" height=\"512\" x=\"0\" y=\"0\" viewBox=\"0 0 512 512\" xml:space=\"preserve\" style=\"height: 60px;width: auto;enable-background:new 0 0 512 512\" class=\"mb-2\"><g><g data-name=\"\/ OUTLINE\"><path d=\"M276 151.72h54.745a23.838 23.838 0 0 1 16.97 7.03l13.256 13.255a39.738 39.738 0 0 0 28.284 11.715H496v-16h-72V40a24.027 24.027 0 0 0-24-24H152a24.027 24.027 0 0 0-24 24v136.468a21.524 21.524 0 0 0 .102 41.634l107.045 27.924a308.917 308.917 0 0 0 77.85 9.93 307.776 307.776 0 0 0 60.3-5.937l11.495-2.3H496v-16H383.208l-13.048 2.61a293.684 293.684 0 0 1-130.973-3.785l-107.045-27.925a5.54 5.54 0 0 1 1.398-10.9H328v-16h-52a12 12 0 0 1 0-24ZM200 32h32v64h-32Zm48 131.72a27.829 27.829 0 0 0 2.707 12H144V40a8.01 8.01 0 0 1 8-8h32v80h64V32h152a8.01 8.01 0 0 1 8 8v127.72h-18.745a23.84 23.84 0 0 1-16.97-7.03l-13.255-13.253a39.734 39.734 0 0 0-28.285-11.717H276a28.031 28.031 0 0 0-28 28ZM378.46 415.72h-7.168A95.99 95.99 0 0 0 288 272h-40a96.015 96.015 0 0 0-94.179 114.625c-.284.269-.573.533-.85.81l-13.255 13.255a23.84 23.84 0 0 1-16.97 7.03H16v16h106.745a39.738 39.738 0 0 0 28.284-11.715l13.256-13.256a23.839 23.839 0 0 1 16.97-7.03H236a12 12 0 0 1 0 24h-52v16h194.46a5.54 5.54 0 0 1 1.399 10.9l-107.046 27.925a293.684 293.684 0 0 1-130.973 3.785l-13.048-2.61H16v16h111.208l11.495 2.3a309.754 309.754 0 0 0 138.15-3.993l107.045-27.924a21.54 21.54 0 0 0-5.438-42.382ZM361.3 336H338.51a96.466 96.466 0 0 0-35.377-46.546A80.261 80.261 0 0 1 361.3 336Zm-49.1 79.72h-50.907a27.99 27.99 0 0 0-25.293-40h-54.745a40.064 40.064 0 0 0-12.653 2.045A79.999 79.999 0 1 1 312.2 415.72Zm40.001 0h-20.909a96.211 96.211 0 0 0 7.2-15.72h22.805a79.796 79.796 0 0 1-9.096 15.72Zm14.16-31.72h-23.72a95.53 95.53 0 0 0 .018-32h23.731a79.621 79.621 0 0 1-.028 32Z\" fill=\"#a7623a\" opacity=\"1\" data-original=\"#000000\"><\/path><path d=\"m41.569 368.155-3.138 15.69 47.845 9.57 9.569-47.846-15.69-3.138-3.724 18.621A206.31 206.31 0 0 1 48 256a208.47 208.47 0 0 1 68.267-154.076l-10.752-11.848A224.497 224.497 0 0 0 32 256a222.145 222.145 0 0 0 32.828 116.807ZM435.2 289.6l9.6 12.8 16.413-12.31a207.824 207.824 0 0 1-58.843 113.693l11.26 11.367a223.879 223.879 0 0 0 61.666-113.37l5.276 13.19 14.856-5.94-19.877-49.693Z\" fill=\"#a7623a\" opacity=\"1\" data-original=\"#000000\"><\/path><\/g><\/g><\/svg>\n                      <h3 class=\"mb-2\" style=\"font-size: 1rem !important;\"><strong>30%<\/strong> conversions from intelligent cross-sell and upsell recommendations<\/h3>\n                    <\/div>\n                  <\/div> <!--col-->\n                  <div class=\"col\">\n                    <div class=\"p-4 rounded-3\" style=\"background:#fff;border:solid 1px #fff;height: 100%;\">\n                      <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.1\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"512\" height=\"512\" x=\"0\" y=\"0\" viewBox=\"0 0 64 64\" style=\"height: 60px;width: auto;enable-background:new 0 0 512 512\" class=\"mb-2\" xml:space=\"preserve\"><g><g data-name=\"Layer 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data-original=\"#000000\" class=\"\"><\/path><\/g><\/g><\/svg>\n                      <h3 class=\"mb-2\" style=\"font-size: 1rem !important;\"><strong>57%<\/strong> higher product listing click-through rate<\/h3>\n                    <\/div>\n                  <\/div> <!--col-->\n                  <div class=\"col\">\n                    <div class=\"p-4 rounded-3\" style=\"background:#fff;border:solid 1px #fff;height: 100%;\">\n                      <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.1\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"512\" height=\"512\" x=\"0\" y=\"0\" viewBox=\"0 0 64 64\" style=\"height: 60px;width: auto;enable-background:new 0 0 512 512\" class=\"mb-2\" xml:space=\"preserve\"><g><path d=\"M24 4h1a1 1 0 0 0 0-2h-1a1 1 0 0 0 0 2Z\" fill=\"#a7623a\" opacity=\"1\" data-original=\"#000000\"><\/path><path d=\"M56.93 2H28.298a1 1 0 0 0 0 2H56.93A3.039 3.039 0 0 1 60 7v14a3.039 3.039 0 0 1-3.07 3H10.123a.997.997 0 0 0-.49.128L4 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35.778a1 1 0 0 0-.173 1.404A2.929 2.929 0 0 1 60 39v20.292l-5.634-3.164a.997.997 0 0 0-.489-.128H25a1 1 0 0 0 0 2h28.615l6.896 3.872A1 1 0 0 0 62 61V39a4.905 4.905 0 0 0-1.052-3.049.999.999 0 0 0-1.403-.173ZM43 40a1 1 0 0 0-1-1H17.17a1 1 0 0 0 0 2H42a1 1 0 0 0 1-1ZM9 41h3.063a1 1 0 0 0 0-2H9a1 1 0 0 0 0 2Z\" fill=\"#a7623a\" opacity=\"1\" data-original=\"#000000\"><\/path><path d=\"M40 48a1 1 0 0 0-1-1H9a1 1 0 0 0 0 2h30a1 1 0 0 0 1-1ZM39 43h-8.724a1 1 0 1 0 0 2H39a1 1 0 0 0 0-2ZM9 45h18.298a1 1 0 0 0 0-2H9a1 1 0 0 0 0 2ZM56.298 52a1 1 0 0 0-1-1H23.682a1 1 0 0 0 0 2h31.616a1 1 0 0 0 1-1ZM9 51a1 1 0 0 0 0 2h11a1 1 0 0 0 0-2ZM56.879 28.954 42.736 43.097a1.003 1.003 0 0 0-.273.51l-.707 3.536a1 1 0 0 0 .98 1.196 1.028 1.028 0 0 0 .196-.02l3.536-.707a1.003 1.003 0 0 0 .511-.274l14.142-14.14a3 3 0 1 0-4.242-4.244Zm-11.1 16.757-1.769.353.354-1.767 11.808-11.808 1.414 1.414Zm13.928-13.929L59 32.49l-1.414-1.414.707-.707a1 1 0 1 1 1.414 1.414Z\" fill=\"#a7623a\" opacity=\"1\" data-original=\"#000000\"><\/path><\/g><\/svg>\n                      <h3 class=\"mb-2\" style=\"font-size: 1rem !important;\">Overwhelming <strong>positive user feedback<\/strong> on seamless buyer journeys<\/h3>\n                    <\/div>\n                  <\/div> <!--col-->\n                <\/div><\/div><\/a>\n\n\n\n<p>Nowadays, using AI search and product discovery technologies has become fundamental to improving search functionality and providing personalized experiences to consumers and visitors. Following this trend, one of our clients, a bath and light brand operating across 55+ countries, decided to conceptualize a better site search experience. They wanted to integrate AI-powered conversational semantic capabilities into their existing system. Within 3 months of rapid deployment, they witnessed an <a href=\"https:\/\/www.suntecindia.com\/implementing-ai-powered-search-for-ecommerce-store.html\">80%<\/a> improvement in search results accuracy and overwhelmingly positive user feedback.<\/p>\n\n\n\n<p><a href=\"https:\/\/www.suntecindia.com\/contactus.htm\"><em>Connect with our experts<\/em><\/a><em> to learn how we can help you get similar results.<\/em><\/p>\n\n\n\n<p><\/p>\n\n\n\n<\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Have you ever found yourself typing in a show&#8217;s name on Netflix, only to be met with a disappointing &#8220;Sorry, no titles match your search&#8221; message? This frustrating experience can lead to disengagement and may even cause you to switch to a different streaming platform.<\/p>\n","protected":false},"author":8,"featured_media":6923,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1707],"tags":[1921,1922,1920,1916,1923],"class_list":["post-6887","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-ml-development","tag-internal-search","tag-no-results","tag-search-optimization","tag-site-search","tag-user-experience"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.suntecindia.com\/blog\/wp-json\/wp\/v2\/posts\/6887","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.suntecindia.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.suntecindia.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.suntecindia.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/www.suntecindia.com\/blog\/wp-json\/wp\/v2\/comments?post=6887"}],"version-history":[{"count":69,"href":"https:\/\/www.suntecindia.com\/blog\/wp-json\/wp\/v2\/posts\/6887\/revisions"}],"predecessor-version":[{"id":10267,"href":"https:\/\/www.suntecindia.com\/blog\/wp-json\/wp\/v2\/posts\/6887\/revisions\/10267"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.suntecindia.com\/blog\/wp-json\/wp\/v2\/media\/6923"}],"wp:attachment":[{"href":"https:\/\/www.suntecindia.com\/blog\/wp-json\/wp\/v2\/media?parent=6887"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.suntecindia.com\/blog\/wp-json\/wp\/v2\/categories?post=6887"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.suntecindia.com\/blog\/wp-json\/wp\/v2\/tags?post=6887"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}