[[{"@type":["BlogPosting"],"@id":"https:\/\/www.schemaapp.com\/schema-markup\/the-problem-with-topic-clusters-why-organizing-by-page-is-insufficient\/#BlogPosting","@context":{"@vocab":"http:\/\/schema.org\/","kg":"http:\/\/g.co\/kg"},"url":"https:\/\/www.schemaapp.com\/schema-markup\/the-problem-with-topic-clusters-why-organizing-by-page-is-insufficient\/","publisher":[{"@id":"https:\/\/www.schemaapp.com\/#Organization"}],"audience":"https:\/\/schema.org\/PeopleAudience","inLanguage":"en-CA","image":[{"@type":"ImageObject","@id":"https:\/\/www.schemaapp.com\/schema-markup\/the-problem-with-topic-clusters-why-organizing-by-page-is-insufficient\/#Highlight20251010191959150-393688_0_BlogPosting_image_ImageObject","url":"https:\/\/ezk8caoodod.exactdn.com\/wp-content\/uploads\/2026\/03\/topic-cluster-model-scaled.png?strip=all&lossy=1&resize=699%2C350&ssl=1"},{"@type":"ImageObject","@id":"https:\/\/www.schemaapp.com\/schema-markup\/the-problem-with-topic-clusters-why-organizing-by-page-is-insufficient\/#Highlight20251010191959150-393688_1_BlogPosting_image_ImageObject","url":"https:\/\/ezk8caoodod.exactdn.com\/wp-content\/uploads\/2026\/03\/Topic-Management-in-Entity-Manager-scaled.png?strip=all&lossy=1&resize=699%2C271&ssl=1"},{"@type":"ImageObject","@id":"https:\/\/www.schemaapp.com\/schema-markup\/the-problem-with-topic-clusters-why-organizing-by-page-is-insufficient\/#Highlight20251010191959150-393688_2_BlogPosting_image_ImageObject","url":"https:\/\/ezk8caoodod.exactdn.com\/wp-content\/uploads\/2025\/12\/Jasmine-4.png?strip=all&lossy=1&resize=100%2C100&ssl=1"}],"timeRequired":"PT6M","dateModified":"2026-07-09T14:47:26+00:00","headline":"The Problem With Topic Clusters: Why Organizing By Page Is Insufficient","datePublished":"2026-03-02T20:49:14+00:00","potentialAction":[{"@type":"ScheduleAction","@id":"https:\/\/www.schemaapp.com\/schema-markup\/the-problem-with-topic-clusters-why-organizing-by-page-is-insufficient\/#BlogPosting_potentialAction_ScheduleAction","url":"https:\/\/www.schemaapp.com\/book-a-demo\/"}],"name":"The Problem With Topic Clusters: Why Organizing By Page Is Insufficient","mainEntityOfPage":"https:\/\/www.schemaapp.com\/schema-markup\/the-problem-with-topic-clusters-why-organizing-by-page-is-insufficient\/","description":"Topic clusters fall short. Learn how entity-based topic management improves content organization, reporting, and future-proofs your SEO.","keywords":["content knowledge graph","Entities","entity hub","entity manager","entity seo","Explainers","Semantic SEO","Topic Management"],"author":[{"name":"Jasmine Drudge-Willson","@id":"https:\/\/www.schemaapp.com\/author\/jasmine\/#ProfilePage_mainEntity_Person","@type":"Person","@context":{"@vocab":"http:\/\/schema.org\/"},"sameAs":"https:\/\/www.linkedin.com\/in\/jasmine-drudge-willson-aa418939\/","identifier":{"@type":"PropertyValue","name":"Source","value":"Internal"}}],"mentions":[{"name":"Schema App","@id":"https:\/\/www.schemaapp.com\/#Organization","@type":"Thing","@context":{"@vocab":"http:\/\/schema.org\/"},"sameAs":["https:\/\/twitter.com\/schemaapptool","https:\/\/www.instagram.com\/lifeatschemaapp\/","https:\/\/www.youtube.com\/channel\/UCqVBXnwZ3YNf2BVP1jXcp6Q","https:\/\/www.linkedin.com\/company\/2480720\/"],"identifier":{"@type":"PropertyValue","name":"Source","value":"Internal"}},{"name":"Google","@id":"https:\/\/entity.schemaapp.com\/Ugozi_Edge_Inc\/CreativeWorkOrganization_google_eda28760af1a6ffce30e4d19a9fc403420b471b5ecbe28ffdfdfd947d996943c","@type":"Thing","@context":{"@vocab":"http:\/\/schema.org\/"},"sameAs":"http:\/\/www.wikidata.org\/entity\/Q95"},{"name":"spreadsheet","@id":"https:\/\/entity.schemaapp.com\/Ugozi_Edge_Inc\/Thing_spreadsheet_fd342d839c8f85a321fa559b4aeab5d1269305536ca981f46740326f2bf90135","@type":"Thing","@context":{"@vocab":"http:\/\/schema.org\/"},"sameAs":["http:\/\/g.co\/kg\/m\/06wxc","http:\/\/www.wikidata.org\/entity\/Q183197","https:\/\/en.wikipedia.org\/wiki\/Spreadsheet"]},{"name":"search engine optimization","@id":"https:\/\/entity.schemaapp.com\/Ugozi_Edge_Inc\/Thing_searchengineoptimization_da196086afa7a7f7348fbec7690f8e80ae5cc82f376f6f68ab7f59aefdd2c0ea","@type":"Thing","@context":{"@vocab":"http:\/\/schema.org\/"},"sameAs":["http:\/\/g.co\/kg\/m\/019qb_","http:\/\/www.wikidata.org\/entity\/Q180711","https:\/\/en.wikipedia.org\/wiki\/Search_engine_optimization"]},{"name":"environmental, social and corporate governance","@id":"https:\/\/entity.schemaapp.com\/Ugozi_Edge_Inc\/Thing_environmental%252Csocialandcorporategovernance_02db45829d063952bd109bdf5397a84ec6353854c5450b8107ccf462e71110c0","@type":"Thing","@context":{"@vocab":"http:\/\/schema.org\/"},"sameAs":"http:\/\/www.wikidata.org\/entity\/Q3817465"},{"name":"content management system","@id":"https:\/\/entity.schemaapp.com\/Ugozi_Edge_Inc\/Thing_contentmanagementsystem_cbb98b2ac29d598129c442cfe26704c6255abfdf57c54e42500caced4e998ad3","@type":"Thing","@context":{"@vocab":"http:\/\/schema.org\/"},"sameAs":["http:\/\/g.co\/kg\/m\/0k23c","http:\/\/www.wikidata.org\/entity\/Q131093","https:\/\/en.wikipedia.org\/wiki\/Content_management_system"]},{"name":"Randy Wigginton","@id":"https:\/\/entity.schemaapp.com\/Ugozi_Edge_Inc\/Person_randywigginton_72419b12880086dac67d936316f74110ac6ed879c2054e24770ccedc0ad43c22","@type":"Thing","@context":{"@vocab":"http:\/\/schema.org\/"},"sameAs":["http:\/\/g.co\/kg\/m\/06rc2b","http:\/\/www.wikidata.org\/entity\/Q3418914","https:\/\/en.wikipedia.org\/wiki\/Randy_Wigginton"]},{"name":"blog","@id":"https:\/\/entity.schemaapp.com\/Ugozi_Edge_Inc\/Thing_blog_fef085e84398e445c7910e6865136f72eb25f9993951d61df3f261cfaaf1f746","@type":"Thing","@context":{"@vocab":"http:\/\/schema.org\/"},"sameAs":["http:\/\/www.wikidata.org\/entity\/Q30849","kg:\/m\/084dw"]},{"name":"solution","@id":"https:\/\/entity.schemaapp.com\/Ugozi_Edge_Inc\/Thing_solution_dc039881e279bb55e4273c51273219fd43c844d39553b95971d9b5962d4716b3","@type":"Thing","@context":{"@vocab":"http:\/\/schema.org\/"},"sameAs":["http:\/\/g.co\/kg\/m\/073l3","http:\/\/www.wikidata.org\/entity\/Q5447188","https:\/\/en.wikipedia.org\/wiki\/Solution_(chemistry)"]},{"name":"cluster analysis","@id":"https:\/\/entity.schemaapp.com\/Ugozi_Edge_Inc\/Thing_clusteranalysis_ba708812036e0e482bfcc61ea00c8619062432b31f53c1ecbb8ae0aa42d573be","@type":"Thing","@context":{"@vocab":"http:\/\/schema.org\/"},"sameAs":["http:\/\/g.co\/kg\/m\/031f5p","http:\/\/www.wikidata.org\/entity\/Q622825","https:\/\/en.wikipedia.org\/wiki\/Cluster_analysis"]},{"name":"history","@id":"https:\/\/entity.schemaapp.com\/Ugozi_Edge_Inc\/Thing_history_4a44ff77464af0b86beb5df9266ee0e6f09fd4b7cce636f71439c1321ac66636","@type":"Thing","@context":{"@vocab":"http:\/\/schema.org\/"},"sameAs":"http:\/\/www.wikidata.org\/entity\/Q309"}]},{"@context":"http:\/\/schema.org","@type":"Organization","areaServed":["https:\/\/www.wikidata.org\/wiki\/Q16","https:\/\/www.wikidata.org\/wiki\/Q46","https:\/\/www.wikidata.org\/wiki\/Q49","https:\/\/www.wikidata.org\/wiki\/Q664","https:\/\/www.wikidata.org\/wiki\/Q30","https:\/\/www.wikidata.org\/wiki\/Q408","http:\/\/www.wikidata.org\/entity\/Q13780930"],"keywords":["Structured Data","Knowledge Graph","Rich Results","Semantic Search","Search Engine Optimization","Schema Markup","Semantic Technology"],"slogan":"Our purpose is to build meaningful connections, with each other, our customers and the data so that we are all understood.","foundingDate":"2016","location":"http:\/\/www.wikidata.org\/entity\/Q504114","description":"Schema App helps you build and govern your semantic data layer using schema markup so AI and search engines understand your brand accurately, improving visibility, trust, and performance.","sameAs":["https:\/\/www.instagram.com\/lifeatschemaapp\/","https:\/\/www.linkedin.com\/company\/2480720\/","https:\/\/twitter.com\/schemaapptool","https:\/\/www.youtube.com\/channel\/UCqVBXnwZ3YNf2BVP1jXcp6Q"],"legalName":"Hunch Manifest Inc","name":"Schema App","telephone":"+18554448624","url":"https:\/\/www.schemaapp.com\/","knowsLanguage":"https:\/\/www.schemaapp.com\/about\/#Language","email":"support@schemaapp.com","contactPoint":[{"@type":"ContactPoint","email":"Support@schemaapp.com","name":"Customer Support","@id":"https:\/\/www.schemaapp.com\/contact\/#ContactPoint"},{"@type":"ContactPoint","areaServed":["https:\/\/www.schemaapp.com\/contact\/#Place","Worldwide"],"telephone":"+18554448624","email":"Hello@schemaapp.com","name":"General Enquiries","@id":"https:\/\/www.schemaapp.com\/contact\/#ContactPoint1"}],"founder":[{"@type":"Person","sameAs":["https:\/\/www.google.com\/search?kgmid=\/g\/11gb4pbrk8","https:\/\/x.com\/marthavanberkel","https:\/\/www.linkedin.com\/in\/martha-van-berkel\/"],"name":"Martha van Berkel","@id":"https:\/\/www.schemaapp.com\/author\/martha\/#ProfilePage_mainEntity_Person"},{"@type":"Person","sameAs":["https:\/\/x.com\/vberkel","https:\/\/g.co\/kgs\/z4aK6i","https:\/\/www.linkedin.com\/in\/markvanberkel\/"],"name":"Mark van Berkel","url":"https:\/\/www.schemaapp.com\/author\/vberkel\/","@id":"https:\/\/www.schemaapp.com\/author\/vberkel\/#ProfilePage_mainEntity_Person"}],"knowsAbout":[{"@type":"Thing","sameAs":["kg:\/g\/11fjx_wmtf","https:\/\/www.wikidata.org\/wiki\/Q33002955","https:\/\/en.wikipedia.org\/wiki\/Knowledge_graph"],"name":"Knowledge Graph","@id":"https:\/\/www.schemaapp.com\/#Thing"},{"@type":"DefinedTerm","sameAs":["https:\/\/en.wikipedia.org\/wiki\/JSON-LD","kg:\/m\/0hzq_55","https:\/\/www.wikidata.org\/wiki\/Q6108942"],"name":"JSON-LD","@id":"https:\/\/www.schemaapp.com\/glossary\/#javascript-object-notation-for-linked-data-jsonld"},{"@type":"DefinedTerm","sameAs":["http:\/\/www.wikidata.org\/entity\/Q26813700","kg:\/m\/05p2j70","https:\/\/en.wikipedia.org\/wiki\/Structured_data"],"description":"information with a formal data model","name":"Structured Data","alternateName":"Schema Markup","@id":"https:\/\/www.schemaapp.com\/schema-markup\/what-is-schema-markup-a-guide-to-structured-data\/#Thing"},{"@type":"Intangible","name":"Semantic Search Engine Optimization","alternateName":"Semantic SEO","@id":"https:\/\/www.schemaapp.com\/schema-markup\/what-is-semantic-seo\/#Intangible"}],"address":{"@type":"PostalAddress","streetAddress":"301 - 100 Stone Road","postalCode":"N1G 5L3","addressRegion":"Ontario","addressLocality":"Guelph","addressCountry":"CA","name":"Schema App Address","@id":"https:\/\/www.schemaapp.com\/#PostalAddress"},"logo":{"@type":"ImageObject","width":"290","height":"93","name":"Schema App Logo","url":"https:\/\/ezk8caoodod.exactdn.com\/wp-content\/uploads\/2020\/07\/SA_Logo_Main_Orange_w300-1.png?strip=all&lossy=1&ssl=1","@id":"https:\/\/ezk8caoodod.exactdn.com\/wp-content\/uploads\/2020\/07\/SA_Logo_Main_Orange_w300-1.png?strip=all&lossy=1&ssl=1"},"identifier":{"@type":"PropertyValue","propertyID":"http:\/\/schemaapp.com\/ontology\/schemamodel#EntityHome","value":"True","name":"Entity Home","@id":"https:\/\/www.schemaapp.com\/#PropertyValue"},"potentialAction":{"@type":"ScheduleAction","name":"Schedule a Demo","url":"https:\/\/www.schemaapp.com\/book-a-demo\/","@id":"https:\/\/www.schemaapp.com\/#ScheduleAction"},"image":{"@type":"ImageObject","width":"1350","height":"650","url":"https:\/\/ezk8caoodod.exactdn.com\/wp-content\/uploads\/2021\/04\/Schema-App-Featured-Image.png?strip=all&lossy=1&ssl=1","@id":"https:\/\/ezk8caoodod.exactdn.com\/wp-content\/uploads\/2021\/04\/Schema-App-Featured-Image.png?strip=all&lossy=1&ssl=1"},"@id":"https:\/\/www.schemaapp.com\/#Organization"}],{"@context":"https:\/\/schema.org\/","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Schema Markup","item":"https:\/\/www.schemaapp.com\/schema-markup\/#breadcrumbitem"},{"@type":"ListItem","position":2,"name":"The Problem With Topic Clusters: Why Organizing By Page Is Insufficient","item":"https:\/\/www.schemaapp.com\/schema-markup\/the-problem-with-topic-clusters-why-organizing-by-page-is-insufficient\/#breadcrumbitem"}]}]