{"product_id":"ai-ecommerce-product-catalogue-taxonomy-optimisation","title":"AI Ecommerce Product Catalogue \u0026 Taxonomy Optimisation","description":"\u003cstyle\u003e\n\/* =========================================================\n   TES AI CATALOGUE \u0026 TAXONOMY OPTIMISATION\n   ========================================================= *\/\n\n.tes-ai-catalogue {\n  --navy:#0c1a47;\n  --green:#087a4b;\n  --red:#e41717;\n  --ink:#172033;\n  --muted:#5f6878;\n  --soft:#f6f8fa;\n  --line:#e1e5ea;\n  --white:#fff;\n\n  max-width:1180px;\n  margin:0 auto;\n  color:var(--ink);\n  font-family:inherit;\n}\n\n.tes-ai-catalogue,\n.tes-ai-catalogue * {\n  box-sizing:border-box;\n}\n\n.tes-ai-catalogue h2 {\n  margin:0 0 18px !important;\n  color:var(--navy) !important;\n  font-size:clamp(1.8rem,3vw,2.7rem) !important;\n  font-weight:800 !important;\n  line-height:1.1 !important;\n  letter-spacing:-.03em !important;\n}\n\n.tes-ai-catalogue h3 {\n  margin:0 0 10px !important;\n  color:var(--navy) !important;\n  font-weight:800 !important;\n}\n\n.tes-ai-catalogue p {\n  margin:0 0 16px !important;\n  line-height:1.7 !important;\n}\n\n\n\/* HERO *\/\n\n.tes-cat-hero {\n  padding:28px 0 45px;\n}\n\n.tes-cat-eyebrow {\n  margin-bottom:14px;\n  color:var(--green);\n  font-size:.75rem;\n  font-weight:900;\n  letter-spacing:.12em;\n  text-transform:uppercase;\n}\n\n.tes-cat-hero h2 {\n  max-width:950px;\n  font-size:clamp(2.2rem,4.4vw,4rem) !important;\n  line-height:1.02 !important;\n}\n\n.tes-cat-lead {\n  max-width:880px;\n  color:var(--muted);\n  font-size:1.15rem;\n}\n\n\n\/* PARTNER *\/\n\n.tes-cat-partner {\n  display:grid;\n  grid-template-columns:190px 1fr;\n  gap:32px;\n  align-items:center;\n\n  margin-bottom:60px;\n  padding:27px 30px;\n\n  background:#fff;\n  border:1px solid var(--line);\n  border-radius:14px;\n  box-shadow:0 10px 30px rgba(12,26,71,.06);\n}\n\n.tes-cat-partner img {\n  display:block;\n  width:100% !important;\n  max-width:190px !important;\n  height:auto !important;\n  margin:0 !important;\n}\n\n.tes-cat-partner strong {\n  display:block;\n  margin-bottom:5px;\n  color:var(--navy);\n  font-size:1.08rem;\n}\n\n.tes-cat-partner p {\n  margin:0 !important;\n  color:var(--muted);\n  font-size:.94rem;\n}\n\n\n\/* INTRO *\/\n\n.tes-cat-intro {\n  max-width:880px;\n  margin:0 auto 60px;\n  text-align:center;\n}\n\n.tes-cat-intro p {\n  color:var(--muted);\n  font-size:1.05rem;\n}\n\n\n\/* TRANSFORMATION VISUAL *\/\n\n.tes-cat-transform {\n  padding:45px;\n  margin-bottom:65px;\n\n  background:var(--soft);\n  border-radius:16px;\n}\n\n.tes-cat-transform__heading {\n  max-width:800px;\n  margin-bottom:32px;\n}\n\n.tes-cat-flow {\n  display:grid;\n  grid-template-columns:1fr 70px 1fr;\n  gap:20px;\n  align-items:center;\n}\n\n.tes-cat-data {\n  min-height:360px;\n  padding:28px;\n\n  background:#fff;\n  border:1px solid var(--line);\n  border-radius:12px;\n}\n\n.tes-cat-label {\n  display:inline-block;\n  margin-bottom:18px;\n\n  color:var(--red);\n  font-size:.7rem;\n  font-weight:900;\n  letter-spacing:.12em;\n  text-transform:uppercase;\n}\n\n.tes-cat-data--after .tes-cat-label {\n  color:var(--green);\n}\n\n.tes-cat-data h3 {\n  font-size:1.2rem !important;\n}\n\n.tes-cat-row {\n  margin:9px 0;\n  padding:10px 13px;\n\n  background:var(--soft);\n  border-radius:6px;\n\n  color:var(--muted);\n  font-size:.86rem;\n}\n\n.tes-cat-data--before .tes-cat-row:nth-child(5),\n.tes-cat-data--before .tes-cat-row:nth-child(7) {\n  border-left:3px solid var(--red);\n}\n\n.tes-cat-data--after .tes-cat-row {\n  border-left:3px solid var(--green);\n}\n\n.tes-cat-arrow {\n  text-align:center;\n}\n\n.tes-cat-arrow__brain {\n  display:flex;\n  align-items:center;\n  justify-content:center;\n\n  width:56px;\n  height:56px;\n  margin:0 auto 10px;\n\n  background:var(--green);\n  border-radius:50%;\n\n  color:#fff;\n  font-size:1.3rem;\n  font-weight:900;\n}\n\n.tes-cat-arrow span {\n  display:block;\n  color:var(--green);\n  font-size:2rem;\n  font-weight:900;\n}\n\n\n\/* PROCESS *\/\n\n.tes-cat-process {\n  display:grid;\n  grid-template-columns:repeat(4,1fr);\n  gap:14px;\n  margin:0 0 65px;\n}\n\n.tes-cat-process__item {\n  padding:25px 20px;\n  min-height:175px;\n\n  background:var(--navy);\n  border-radius:12px;\n\n  color:#fff;\n}\n\n.tes-cat-process__icon {\n  display:flex;\n  align-items:center;\n  justify-content:center;\n\n  width:39px;\n  height:39px;\n  margin-bottom:18px;\n\n  background:#fff;\n  border-radius:50%;\n\n  color:var(--navy);\n  font-weight:900;\n}\n\n.tes-cat-process__item h3 {\n  color:#fff !important;\n  font-size:1.02rem !important;\n}\n\n.tes-cat-process__item p {\n  margin:0 !important;\n  color:rgba(255,255,255,.75);\n  font-size:.87rem;\n  line-height:1.55 !important;\n}\n\n\n\/* GENERAL SECTION *\/\n\n.tes-cat-section {\n  padding:60px 0;\n  border-top:1px solid var(--line);\n}\n\n.tes-cat-section__intro {\n  max-width:820px;\n  color:var(--muted);\n}\n\n\n\/* SERVICE GRID *\/\n\n.tes-cat-grid {\n  display:grid;\n  grid-template-columns:repeat(2,1fr);\n  gap:18px;\n  margin-top:30px;\n}\n\n.tes-cat-card {\n  padding:26px;\n\n  background:var(--soft);\n  border-radius:12px;\n}\n\n.tes-cat-card__icon {\n  display:flex;\n  align-items:center;\n  justify-content:center;\n\n  width:45px;\n  height:45px;\n  margin-bottom:15px;\n\n  background:#fff;\n  border:1px solid var(--line);\n  border-radius:9px;\n\n  font-size:1.25rem;\n}\n\n.tes-cat-card h3 {\n  font-size:1.04rem !important;\n}\n\n.tes-cat-card p {\n  margin:0 !important;\n  color:var(--muted);\n  font-size:.92rem;\n}\n\n\n\/* EXAMPLE TAXONOMY *\/\n\n.tes-cat-taxonomy {\n  padding:46px;\n  margin:20px 0 65px;\n\n  background:var(--navy);\n  border-radius:16px;\n\n  color:#fff;\n}\n\n.tes-cat-taxonomy h2 {\n  color:#fff !important;\n}\n\n.tes-cat-taxonomy \u003e p {\n  max-width:800px;\n  color:rgba(255,255,255,.75);\n}\n\n.tes-cat-tree {\n  margin-top:30px;\n  padding:25px;\n\n  background:rgba(255,255,255,.07);\n  border:1px solid rgba(255,255,255,.13);\n  border-radius:12px;\n}\n\n.tes-cat-tree__path {\n  display:flex;\n  flex-wrap:wrap;\n  gap:8px;\n  align-items:center;\n}\n\n.tes-cat-tree__path span {\n  padding:9px 13px;\n\n  background:#fff;\n  border-radius:6px;\n\n  color:var(--navy);\n  font-size:.82rem;\n  font-weight:800;\n}\n\n.tes-cat-tree__path b {\n  color:#fff;\n}\n\n.tes-cat-attributes {\n  display:grid;\n  grid-template-columns:repeat(4,1fr);\n  gap:10px;\n  margin-top:20px;\n}\n\n.tes-cat-attribute {\n  padding:14px;\n\n  background:rgba(255,255,255,.08);\n  border-radius:7px;\n\n  font-size:.8rem;\n}\n\n.tes-cat-attribute strong {\n  display:block;\n  margin-bottom:4px;\n  color:#fff;\n}\n\n.tes-cat-attribute span {\n  color:rgba(255,255,255,.7);\n}\n\n\n\/* DELIVERABLE *\/\n\n.tes-cat-deliverable {\n  display:grid;\n  grid-template-columns:.9fr 1.1fr;\n  gap:45px;\n  align-items:center;\n\n  padding:50px;\n  margin-bottom:65px;\n\n  background:var(--soft);\n  border-radius:16px;\n}\n\n.tes-cat-file {\n  padding:27px;\n\n  background:#fff;\n  border:1px solid var(--line);\n  border-radius:10px;\n\n  box-shadow:0 18px 38px rgba(12,26,71,.1);\n}\n\n.tes-cat-file__top {\n  display:flex;\n  align-items:center;\n  justify-content:space-between;\n\n  padding-bottom:15px;\n  margin-bottom:15px;\n\n  border-bottom:1px solid var(--line);\n}\n\n.tes-cat-file__title {\n  color:var(--navy);\n  font-weight:900;\n}\n\n.tes-cat-file__type {\n  padding:5px 8px;\n\n  background:var(--green);\n  border-radius:4px;\n\n  color:#fff;\n  font-size:.65rem;\n  font-weight:900;\n}\n\n.tes-cat-file__columns {\n  display:grid;\n  grid-template-columns:repeat(4,1fr);\n  gap:5px;\n}\n\n.tes-cat-file__columns span {\n  padding:8px 4px;\n\n  background:var(--soft);\n\n  color:var(--muted);\n  font-size:.58rem;\n  font-weight:700;\n  text-align:center;\n}\n\n.tes-cat-checklist {\n  margin:22px 0 0 !important;\n  padding:0 !important;\n  list-style:none !important;\n}\n\n.tes-cat-checklist li {\n  position:relative;\n  padding:8px 0 8px 30px;\n  line-height:1.5;\n}\n\n.tes-cat-checklist li::before {\n  content:\"✓\";\n  position:absolute;\n  left:0;\n\n  color:var(--green);\n  font-weight:900;\n}\n\n\n\/* IDEAL *\/\n\n.tes-cat-ideal {\n  display:grid;\n  grid-template-columns:1fr 1fr;\n  gap:20px;\n  margin:60px 0;\n}\n\n.tes-cat-ideal__box {\n  padding:32px;\n  border:1px solid var(--line);\n  border-radius:14px;\n}\n\n.tes-cat-ideal__box p:last-child {\n  margin-bottom:0 !important;\n}\n\n\n\/* WHY *\/\n\n.tes-cat-why {\n  display:grid;\n  grid-template-columns:1.15fr .85fr;\n  gap:45px;\n  align-items:center;\n\n  padding:50px;\n  margin-bottom:65px;\n\n  background:var(--navy);\n  border-radius:16px;\n\n  color:#fff;\n}\n\n.tes-cat-why h2 {\n  color:#fff !important;\n}\n\n.tes-cat-why p {\n  color:rgba(255,255,255,.78);\n}\n\n.tes-cat-why img {\n  display:block;\n  width:100% !important;\n  max-width:280px !important;\n  height:auto !important;\n  margin:0 auto !important;\n\n  background:#fff;\n  border-radius:10px;\n}\n\n\n\/* FAQ *\/\n\n.tes-cat-faq {\n  max-width:900px;\n  margin:0 auto;\n  padding:60px 0;\n}\n\n.tes-cat-faq details {\n  padding:20px 0;\n  border-bottom:1px solid var(--line);\n}\n\n.tes-cat-faq summary {\n  cursor:pointer;\n  color:var(--navy);\n  font-size:1.02rem;\n  font-weight:800;\n  line-height:1.45;\n}\n\n.tes-cat-faq details p {\n  padding-top:15px;\n  margin-bottom:0 !important;\n  color:var(--muted);\n}\n\n\n\/* CTA *\/\n\n.tes-cat-cta {\n  padding:55px 30px;\n  margin:20px 0 40px;\n\n  background:var(--navy);\n  border-radius:16px;\n\n  color:#fff;\n  text-align:center;\n}\n\n.tes-cat-cta h2 {\n  color:#fff !important;\n}\n\n.tes-cat-cta p {\n  max-width:720px;\n  margin:0 auto 25px !important;\n  color:rgba(255,255,255,.8);\n}\n\n.tes-cat-button {\n  display:inline-block;\n  padding:15px 28px;\n\n  background:var(--green);\n  border-radius:6px;\n\n  color:#fff !important;\n  font-weight:800;\n  text-decoration:none !important;\n}\n\n\n\/* RESPONSIVE *\/\n\n@media(max-width:850px) {\n\n  .tes-cat-partner,\n  .tes-cat-deliverable,\n  .tes-cat-why {\n    grid-template-columns:1fr;\n  }\n\n  .tes-cat-flow {\n    grid-template-columns:1fr;\n  }\n\n  .tes-cat-arrow span {\n    transform:rotate(90deg);\n  }\n\n  .tes-cat-process {\n    grid-template-columns:1fr 1fr;\n  }\n\n  .tes-cat-grid,\n  .tes-cat-ideal {\n    grid-template-columns:1fr;\n  }\n\n  .tes-cat-attributes {\n    grid-template-columns:1fr 1fr;\n  }\n\n  .tes-cat-partner img {\n    max-width:175px !important;\n  }\n}\n\n@media(max-width:550px) {\n\n  .tes-cat-process,\n  .tes-cat-attributes {\n    grid-template-columns:1fr;\n  }\n\n  .tes-cat-transform,\n  .tes-cat-taxonomy,\n  .tes-cat-deliverable,\n  .tes-cat-why {\n    padding:30px 22px;\n  }\n\n  .tes-cat-section {\n    padding:45px 0;\n  }\n}\n\u003c\/style\u003e\n\n\n\u003cdiv class=\"tes-ai-catalogue\"\u003e\n\n\n\u003c!-- HERO --\u003e\n\n\u003csection class=\"tes-cat-hero\"\u003e\n\n  \u003cdiv class=\"tes-cat-eyebrow\"\u003e\n    AI Ecommerce \u0026amp; Shopify\n  \u003c\/div\u003e\n\n  \u003ch2\u003e\n    Turn messy product data into a smarter, easier-to-shop ecommerce catalogue.\n  \u003c\/h2\u003e\n\n  \u003cp class=\"tes-cat-lead\"\u003e\n    Our AI Ecommerce Product Catalogue \u0026amp; Taxonomy Optimisation\n    service uses AI-assisted analysis combined with ecommerce expertise\n    to categorise, structure, enrich and improve large Shopify product\n    catalogues — helping customers find the right products while making\n    your catalogue easier to manage and scale.\n  \u003c\/p\u003e\n\n\u003c\/section\u003e\n\n\n\u003c!-- PARTNER --\u003e\n\n\u003csection class=\"tes-cat-partner\"\u003e\n\n  \u003cimg src=\"https:\/\/cdn.shopify.com\/s\/files\/1\/0289\/4046\/8258\/files\/OpenAI_Select_Partner_Badge.png?v=1789648627\" alt=\"OpenAI Select Partner - Tyack Ecommerce Solutions\" loading=\"lazy\"\u003e\n\n  \u003cdiv\u003e\n    \u003cstrong\u003eAI implementation with ecommerce experience.\u003c\/strong\u003e\n\n    \u003cp\u003e\n      Tyack Ecommerce Solutions is an OpenAI Select Partner,\n      combining practical AI capability with hands-on experience\n      across Shopify, ecommerce, product data, search, filtering,\n      SEO and digital marketing.\n    \u003c\/p\u003e\n  \u003c\/div\u003e\n\n\u003c\/section\u003e\n\n\n\u003c!-- INTRO --\u003e\n\n\u003csection class=\"tes-cat-intro\"\u003e\n\n  \u003ch2\u003e\n    Thousands of products. Multiple suppliers. Inconsistent data.\n  \u003c\/h2\u003e\n\n  \u003cp\u003e\n    As ecommerce catalogues grow, product information often becomes\n    increasingly inconsistent. Different suppliers use different\n    categories, naming conventions, attributes and product types.\n  \u003c\/p\u003e\n\n  \u003cp\u003e\n    The result can be incorrect categories, confusing collections,\n    poor filters and thousands of products requiring manual review.\n  \u003c\/p\u003e\n\n  \u003cp\u003e\n    AI allows us to analyse catalogue information at scale — while\n    ecommerce expertise and human review help ensure the resulting\n    structure actually makes sense for your store and customers.\n  \u003c\/p\u003e\n\n\u003c\/section\u003e\n\n\n\u003c!-- TRANSFORMATION VISUAL --\u003e\n\n\u003csection class=\"tes-cat-transform\"\u003e\n\n  \u003cdiv class=\"tes-cat-transform__heading\"\u003e\n\n    \u003ch2\u003e\n      From inconsistent product data to structured Shopify data.\n    \u003c\/h2\u003e\n\n    \u003cp\u003e\n      Here's a simple example of the type of catalogue problem\n      this service is designed to solve.\n    \u003c\/p\u003e\n\n  \u003c\/div\u003e\n\n\n  \u003cdiv class=\"tes-cat-flow\"\u003e\n\n\n    \u003cdiv class=\"tes-cat-data tes-cat-data--before\"\u003e\n\n      \u003cspan class=\"tes-cat-label\"\u003eBefore\u003c\/span\u003e\n\n      \u003ch3\u003eMessy supplier data\u003c\/h3\u003e\n\n      \u003cdiv class=\"tes-cat-row\"\u003eProduct: Timber Queen Bed Frame\u003c\/div\u003e\n      \u003cdiv class=\"tes-cat-row\"\u003eCategory: Home Decor\u003c\/div\u003e\n      \u003cdiv class=\"tes-cat-row\"\u003eType: Furniture???\u003c\/div\u003e\n      \u003cdiv class=\"tes-cat-row\"\u003eTags: queenbed, home, timber123\u003c\/div\u003e\n      \u003cdiv class=\"tes-cat-row\"\u003eSize: Not structured\u003c\/div\u003e\n      \u003cdiv class=\"tes-cat-row\"\u003eMaterial: Missing\u003c\/div\u003e\n      \u003cdiv class=\"tes-cat-row\"\u003eCollection: Miscellaneous\u003c\/div\u003e\n\n    \u003c\/div\u003e\n\n\n    \u003cdiv class=\"tes-cat-arrow\"\u003e\n\n      \u003cdiv class=\"tes-cat-arrow__brain\"\u003e\n        AI\n      \u003c\/div\u003e\n\n      \u003cspan\u003e→\u003c\/span\u003e\n\n    \u003c\/div\u003e\n\n\n    \u003cdiv class=\"tes-cat-data tes-cat-data--after\"\u003e\n\n      \u003cspan class=\"tes-cat-label\"\u003eAfter\u003c\/span\u003e\n\n      \u003ch3\u003eStructured ecommerce data\u003c\/h3\u003e\n\n      \u003cdiv class=\"tes-cat-row\"\u003e\n        Category: Furniture → Bedroom → Beds\n      \u003c\/div\u003e\n\n      \u003cdiv class=\"tes-cat-row\"\u003e\n        Product Type: Bed Frame\n      \u003c\/div\u003e\n\n      \u003cdiv class=\"tes-cat-row\"\u003e\n        Size: Queen\n      \u003c\/div\u003e\n\n      \u003cdiv class=\"tes-cat-row\"\u003e\n        Material: Timber\n      \u003c\/div\u003e\n\n      \u003cdiv class=\"tes-cat-row\"\u003e\n        Colour: Natural\n      \u003c\/div\u003e\n\n      \u003cdiv class=\"tes-cat-row\"\u003e\n        Tags: bedroom, timber, queen\n      \u003c\/div\u003e\n\n      \u003cdiv class=\"tes-cat-row\"\u003e\n        Collection: Bedroom Furniture\n      \u003c\/div\u003e\n\n    \u003c\/div\u003e\n\n\n  \u003c\/div\u003e\n\n\u003c\/section\u003e\n\n\n\u003c!-- PROCESS --\u003e\n\n\u003csection class=\"tes-cat-process\"\u003e\n\n  \u003cdiv class=\"tes-cat-process__item\"\u003e\n\n    \u003cdiv class=\"tes-cat-process__icon\"\u003e1\u003c\/div\u003e\n\n    \u003ch3\u003eAnalyse\u003c\/h3\u003e\n\n    \u003cp\u003e\n      Review catalogue structure, existing product data,\n      categories, types, tags and attributes.\n    \u003c\/p\u003e\n\n  \u003c\/div\u003e\n\n\n  \u003cdiv class=\"tes-cat-process__item\"\u003e\n\n    \u003cdiv class=\"tes-cat-process__icon\"\u003e2\u003c\/div\u003e\n\n    \u003ch3\u003eCategorise\u003c\/h3\u003e\n\n    \u003cp\u003e\n      Develop logical product categories, taxonomy and\n      hierarchy aligned with your catalogue.\n    \u003c\/p\u003e\n\n  \u003c\/div\u003e\n\n\n  \u003cdiv class=\"tes-cat-process__item\"\u003e\n\n    \u003cdiv class=\"tes-cat-process__icon\"\u003e3\u003c\/div\u003e\n\n    \u003ch3\u003eEnrich\u003c\/h3\u003e\n\n    \u003cp\u003e\n      Identify useful attributes such as size, material,\n      colour and product-specific characteristics.\n    \u003c\/p\u003e\n\n  \u003c\/div\u003e\n\n\n  \u003cdiv class=\"tes-cat-process__item\"\u003e\n\n    \u003cdiv class=\"tes-cat-process__icon\"\u003e4\u003c\/div\u003e\n\n    \u003ch3\u003eValidate\u003c\/h3\u003e\n\n    \u003cp\u003e\n      Review outputs, identify anomalies and prepare\n      structured data for implementation.\n    \u003c\/p\u003e\n\n  \u003c\/div\u003e\n\n\u003c\/section\u003e\n\n\n\u003c!-- WHAT WE CAN OPTIMISE --\u003e\n\n\u003csection class=\"tes-cat-section\"\u003e\n\n  \u003ch2\u003e\n    What can we optimise?\n  \u003c\/h2\u003e\n\n  \u003cp class=\"tes-cat-section__intro\"\u003e\n    The scope can be tailored to your existing Shopify catalogue,\n    business requirements and the quality of the product data\n    available.\n  \u003c\/p\u003e\n\n\n  \u003cdiv class=\"tes-cat-grid\"\u003e\n\n\n    \u003cdiv class=\"tes-cat-card\"\u003e\n\n      \u003cdiv class=\"tes-cat-card__icon\"\u003e🗂\u003c\/div\u003e\n\n      \u003ch3\u003eProduct Categories \u0026amp; Taxonomy\u003c\/h3\u003e\n\n      \u003cp\u003e\n        Review and improve product categorisation so products\n        sit within logical, scalable ecommerce structures.\n      \u003c\/p\u003e\n\n    \u003c\/div\u003e\n\n\n    \u003cdiv class=\"tes-cat-card\"\u003e\n\n      \u003cdiv class=\"tes-cat-card__icon\"\u003e🏷\u003c\/div\u003e\n\n      \u003ch3\u003eProduct Types \u0026amp; Tags\u003c\/h3\u003e\n\n      \u003cp\u003e\n        Standardise inconsistent product types and develop\n        useful tagging structures for collections and merchandising.\n      \u003c\/p\u003e\n\n    \u003c\/div\u003e\n\n\n    \u003cdiv class=\"tes-cat-card\"\u003e\n\n      \u003cdiv class=\"tes-cat-card__icon\"\u003e🔎\u003c\/div\u003e\n\n      \u003ch3\u003eSearch \u0026amp; Filtering Attributes\u003c\/h3\u003e\n\n      \u003cp\u003e\n        Identify attributes such as size, colour, material,\n        style or other product characteristics that can support\n        better filtering.\n      \u003c\/p\u003e\n\n    \u003c\/div\u003e\n\n\n    \u003cdiv class=\"tes-cat-card\"\u003e\n\n      \u003cdiv class=\"tes-cat-card__icon\"\u003e🛍\u003c\/div\u003e\n\n      \u003ch3\u003eCollections \u0026amp; Navigation\u003c\/h3\u003e\n\n      \u003cp\u003e\n        Develop cleaner product groupings and collection logic\n        to support customer navigation and product discovery.\n      \u003c\/p\u003e\n\n    \u003c\/div\u003e\n\n\n    \u003cdiv class=\"tes-cat-card\"\u003e\n\n      \u003cdiv class=\"tes-cat-card__icon\"\u003e✍️\u003c\/div\u003e\n\n      \u003ch3\u003eProduct \u0026amp; SEO Data\u003c\/h3\u003e\n\n      \u003cp\u003e\n        Identify opportunities to improve inconsistent product\n        titles, metadata and other catalogue information where\n        included in the project scope.\n      \u003c\/p\u003e\n\n    \u003c\/div\u003e\n\n\n    \u003cdiv class=\"tes-cat-card\"\u003e\n\n      \u003cdiv class=\"tes-cat-card__icon\"\u003e⚠️\u003c\/div\u003e\n\n      \u003ch3\u003eCatalogue Anomalies\u003c\/h3\u003e\n\n      \u003cp\u003e\n        Surface potentially incorrect categories, missing\n        information, inconsistent naming and unusual product\n        assignments for review.\n      \u003c\/p\u003e\n\n    \u003c\/div\u003e\n\n\n  \u003c\/div\u003e\n\n\u003c\/section\u003e\n\n\n\u003c!-- TAXONOMY EXAMPLE --\u003e\n\n\u003csection class=\"tes-cat-taxonomy\"\u003e\n\n  \u003ch2\u003e\n    Build a catalogue customers can actually navigate.\n  \u003c\/h2\u003e\n\n  \u003cp\u003e\n    A clear taxonomy creates a logical relationship between\n    products, categories, collections and filtering attributes.\n  \u003c\/p\u003e\n\n\n  \u003cdiv class=\"tes-cat-tree\"\u003e\n\n    \u003cdiv class=\"tes-cat-tree__path\"\u003e\n\n      \u003cspan\u003eHome \u0026amp; Living\u003c\/span\u003e\n      \u003cb\u003e→\u003c\/b\u003e\n      \u003cspan\u003eFurniture\u003c\/span\u003e\n      \u003cb\u003e→\u003c\/b\u003e\n      \u003cspan\u003eBedroom\u003c\/span\u003e\n      \u003cb\u003e→\u003c\/b\u003e\n      \u003cspan\u003eBeds \u0026amp; Bed Frames\u003c\/span\u003e\n\n    \u003c\/div\u003e\n\n\n    \u003cdiv class=\"tes-cat-attributes\"\u003e\n\n      \u003cdiv class=\"tes-cat-attribute\"\u003e\n        \u003cstrong\u003eSize\u003c\/strong\u003e\n        \u003cspan\u003eQueen\u003c\/span\u003e\n      \u003c\/div\u003e\n\n      \u003cdiv class=\"tes-cat-attribute\"\u003e\n        \u003cstrong\u003eMaterial\u003c\/strong\u003e\n        \u003cspan\u003eTimber\u003c\/span\u003e\n      \u003c\/div\u003e\n\n      \u003cdiv class=\"tes-cat-attribute\"\u003e\n        \u003cstrong\u003eColour\u003c\/strong\u003e\n        \u003cspan\u003eNatural\u003c\/span\u003e\n      \u003c\/div\u003e\n\n      \u003cdiv class=\"tes-cat-attribute\"\u003e\n        \u003cstrong\u003eStyle\u003c\/strong\u003e\n        \u003cspan\u003eContemporary\u003c\/span\u003e\n      \u003c\/div\u003e\n\n    \u003c\/div\u003e\n\n  \u003c\/div\u003e\n\n\u003c\/section\u003e\n\n\n\u003c!-- DELIVERABLE --\u003e\n\n\u003csection class=\"tes-cat-deliverable\"\u003e\n\n\n  \u003cdiv class=\"tes-cat-file\"\u003e\n\n    \u003cdiv class=\"tes-cat-file__top\"\u003e\n\n      \u003cspan class=\"tes-cat-file__title\"\u003e\n        Optimised Product Catalogue\n      \u003c\/span\u003e\n\n      \u003cspan class=\"tes-cat-file__type\"\u003e\n        SHOPIFY\n      \u003c\/span\u003e\n\n    \u003c\/div\u003e\n\n\n    \u003cdiv class=\"tes-cat-file__columns\"\u003e\n\n      \u003cspan\u003ePRODUCT\u003c\/span\u003e\n      \u003cspan\u003eTYPE\u003c\/span\u003e\n      \u003cspan\u003eCATEGORY\u003c\/span\u003e\n      \u003cspan\u003eTAGS\u003c\/span\u003e\n\n      \u003cspan\u003eBed Frame\u003c\/span\u003e\n      \u003cspan\u003eBed Frame\u003c\/span\u003e\n      \u003cspan\u003eBedroom\u003c\/span\u003e\n      \u003cspan\u003eQueen\u003c\/span\u003e\n\n      \u003cspan\u003eDining Set\u003c\/span\u003e\n      \u003cspan\u003eDining\u003c\/span\u003e\n      \u003cspan\u003eOutdoor\u003c\/span\u003e\n      \u003cspan\u003e9 Piece\u003c\/span\u003e\n\n      \u003cspan\u003eSofa\u003c\/span\u003e\n      \u003cspan\u003eLounge\u003c\/span\u003e\n      \u003cspan\u003eLiving\u003c\/span\u003e\n      \u003cspan\u003eFabric\u003c\/span\u003e\n\n    \u003c\/div\u003e\n\n  \u003c\/div\u003e\n\n\n  \u003cdiv\u003e\n\n    \u003ch2\u003e\n      A practical output you can actually implement.\n    \u003c\/h2\u003e\n\n    \u003cp\u003e\n      Depending on the agreed project scope, TES can prepare\n      structured catalogue data and recommendations ready for\n      review and implementation in Shopify.\n    \u003c\/p\u003e\n\n\n    \u003cul class=\"tes-cat-checklist\"\u003e\n\n      \u003cli\u003eExisting catalogue analysis\u003c\/li\u003e\n      \u003cli\u003eTaxonomy and category recommendations\u003c\/li\u003e\n      \u003cli\u003eProduct type standardisation\u003c\/li\u003e\n      \u003cli\u003eTagging structure\u003c\/li\u003e\n      \u003cli\u003eFiltering attribute recommendations\u003c\/li\u003e\n      \u003cli\u003eCollection and hierarchy recommendations\u003c\/li\u003e\n      \u003cli\u003eIdentification of catalogue anomalies\u003c\/li\u003e\n      \u003cli\u003eHuman review and quality assurance\u003c\/li\u003e\n      \u003cli\u003eShopify-ready data preparation where included\u003c\/li\u003e\n\n    \u003c\/ul\u003e\n\n  \u003c\/div\u003e\n\n\n\u003c\/section\u003e\n\n\n\u003c!-- IDEAL FOR --\u003e\n\n\u003csection class=\"tes-cat-ideal\"\u003e\n\n\n  \u003cdiv class=\"tes-cat-ideal__box\"\u003e\n\n    \u003ch2\u003e\n      Built for large or complicated catalogues.\n    \u003c\/h2\u003e\n\n    \u003cp\u003e\n      This service is particularly suited to Shopify stores\n      managing hundreds or thousands of products, multiple\n      suppliers or large amounts of inconsistent product data.\n    \u003c\/p\u003e\n\n    \u003cp\u003e\n      It can also be useful when rebuilding store navigation,\n      improving search and filtering or preparing for a major\n      catalogue restructure.\n    \u003c\/p\u003e\n\n  \u003c\/div\u003e\n\n\n  \u003cdiv class=\"tes-cat-ideal__box\"\u003e\n\n    \u003ch2\u003e\n      AI-assisted. Human reviewed.\n    \u003c\/h2\u003e\n\n    \u003cp\u003e\n      AI can dramatically increase the amount of product\n      information that can be analysed, but catalogue decisions\n      still need commercial and ecommerce context.\n    \u003c\/p\u003e\n\n    \u003cp\u003e\n      Our approach combines AI-assisted processing with human\n      review rather than blindly publishing AI-generated\n      product data.\n    \u003c\/p\u003e\n\n  \u003c\/div\u003e\n\n\n\u003c\/section\u003e\n\n\n\u003c!-- WHY TES --\u003e\n\n\u003csection class=\"tes-cat-why\"\u003e\n\n\n  \u003cdiv\u003e\n\n    \u003ch2\u003e\n      Ecommerce expertise first. AI where it adds value.\n    \u003c\/h2\u003e\n\n    \u003cp\u003e\n      Product taxonomy isn't simply a data exercise. The structure\n      needs to make sense for customers, Shopify collections,\n      merchandising, filtering, search and the way your business\n      actually sells products.\n    \u003c\/p\u003e\n\n    \u003cp\u003e\n      TES combines practical ecommerce experience with AI-assisted\n      analysis to tackle catalogue projects that would otherwise\n      require significant amounts of manual product review.\n    \u003c\/p\u003e\n\n    \u003cp\u003e\n      As an OpenAI Select Partner, we're continuing to develop\n      practical AI solutions designed around real ecommerce and\n      business challenges.\n    \u003c\/p\u003e\n\n  \u003c\/div\u003e\n\n\n  \u003cdiv\u003e\n\n    \u003cimg src=\"https:\/\/cdn.shopify.com\/s\/files\/1\/0289\/4046\/8258\/files\/OpenAI_Select_Partner_Badge.png?v=1789648627\" alt=\"Tyack Ecommerce Solutions OpenAI Select Partner\" loading=\"lazy\"\u003e\n\n  \u003c\/div\u003e\n\n\n\u003c\/section\u003e\n\n\n\u003c!-- FAQ --\u003e\n\n\u003csection class=\"tes-cat-faq\"\u003e\n\n  \u003ch2\u003e\n    AI Product Catalogue Optimisation FAQs\n  \u003c\/h2\u003e\n\n\n  \u003cdetails\u003e\n\n    \u003csummary\u003e\n      What is ecommerce product taxonomy?\n    \u003c\/summary\u003e\n\n    \u003cp\u003e\n      Ecommerce product taxonomy is the structure used to organise\n      products into logical categories, subcategories, product types\n      and attributes. A well-designed taxonomy can make a large\n      catalogue easier for customers to browse, search and filter.\n    \u003c\/p\u003e\n\n  \u003c\/details\u003e\n\n\n  \u003cdetails\u003e\n\n    \u003csummary\u003e\n      Can you optimise a large Shopify product catalogue?\n    \u003c\/summary\u003e\n\n    \u003cp\u003e\n      Yes. This service is specifically designed for stores where\n      manually reviewing every product would be inefficient. The\n      exact approach and pricing will depend on catalogue size,\n      complexity and the quality of the existing product data.\n    \u003c\/p\u003e\n\n  \u003c\/details\u003e\n\n\n  \u003cdetails\u003e\n\n    \u003csummary\u003e\n      How does AI help with product categorisation?\n    \u003c\/summary\u003e\n\n    \u003cp\u003e\n      AI can assist with analysing product titles, descriptions,\n      existing categories, product types, tags and other available\n      information to identify patterns and suggest more consistent\n      product classifications and attributes.\n    \u003c\/p\u003e\n\n  \u003c\/details\u003e\n\n\n  \u003cdetails\u003e\n\n    \u003csummary\u003e\n      Can you improve Shopify filters and product tags?\n    \u003c\/summary\u003e\n\n    \u003cp\u003e\n      Yes. Depending on scope, we can review product attributes\n      and recommend structured tags or data that can support useful\n      filters such as size, colour, material, style and other\n      product-specific characteristics.\n    \u003c\/p\u003e\n\n  \u003c\/details\u003e\n\n\n  \u003cdetails\u003e\n\n    \u003csummary\u003e\n      Will AI automatically change all of my products?\n    \u003c\/summary\u003e\n\n    \u003cp\u003e\n      Not by default. We prefer to analyse and prepare proposed\n      changes for review before large-scale catalogue updates are\n      implemented. This provides an opportunity to identify\n      anomalies and validate the proposed structure.\n    \u003c\/p\u003e\n\n  \u003c\/details\u003e\n\n\n  \u003cdetails\u003e\n\n    \u003csummary\u003e\n      Can you work with supplier or dropshipping product data?\n    \u003c\/summary\u003e\n\n    \u003cp\u003e\n      Yes. Supplier and dropshipping catalogues are a common use\n      case because different suppliers often provide inconsistent\n      naming, categories, attributes and product information.\n      The available source data will determine what can reliably\n      be extracted and standardised.\n    \u003c\/p\u003e\n\n  \u003c\/details\u003e\n\n\n  \u003cdetails\u003e\n\n    \u003csummary\u003e\n      Does catalogue optimisation help SEO?\n    \u003c\/summary\u003e\n\n    \u003cp\u003e\n      A cleaner catalogue can support broader ecommerce SEO work\n      by improving product organisation and making it easier to\n      build relevant category and collection structures. Where\n      included in scope, TES can also review product titles and\n      metadata opportunities. SEO outcomes cannot be guaranteed.\n    \u003c\/p\u003e\n\n  \u003c\/details\u003e\n\n\n  \u003cdetails\u003e\n\n    \u003csummary\u003e\n      How much does AI product catalogue optimisation cost?\n    \u003c\/summary\u003e\n\n    \u003cp\u003e\n      Projects start from $995 + GST. Final pricing depends on\n      catalogue size, number of suppliers, existing data quality,\n      required attributes and whether TES is providing analysis\n      only or preparing and implementing catalogue changes.\n    \u003c\/p\u003e\n\n  \u003c\/details\u003e\n\n\n\u003c\/section\u003e\n\n\n\u003c!-- CTA --\u003e\n\n\u003csection class=\"tes-cat-cta\"\u003e\n\n  \u003ch2\u003e\n    Have hundreds or thousands of products that need cleaning up?\n  \u003c\/h2\u003e\n\n  \u003cp\u003e\n    Let us review your ecommerce catalogue and identify how\n    AI-assisted product categorisation, taxonomy and data\n    optimisation could create a cleaner, more scalable Shopify store.\n  \u003c\/p\u003e\n\n  \u003ca class=\"tes-cat-button\" href=\"\/pages\/contact-us-today\"\u003e\n    Discuss Your Product Catalogue\n  \u003c\/a\u003e\n\n\u003c\/section\u003e\n\n\n\u003c\/div\u003e","brand":"Tyack eCommerce Solutions","offers":[{"title":"$4995","offer_id":47640609751074,"sku":null,"price":995.0,"currency_code":"AUD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0289\/4046\/8258\/files\/AiTaxonomyProductimage.png?v=1789700184","url":"https:\/\/www.tyack.com.au\/products\/ai-ecommerce-product-catalogue-taxonomy-optimisation","provider":"Tyack eCommerce Solutions","version":"1.0","type":"link"}