{"id":16443,"date":"2025-02-18T08:30:47","date_gmt":"2025-02-18T07:30:47","guid":{"rendered":"https:\/\/www.curebot.fr\/blog\/complementarity-tools-market-intelligence-data-visualization\/"},"modified":"2026-04-20T15:39:32","modified_gmt":"2026-04-20T13:39:32","slug":"complementarity-tools-market-intelligence-data-visualization","status":"publish","type":"post","link":"https:\/\/www.curebot.fr\/en\/blog\/complementarity-tools-market-intelligence-data-visualization\/","title":{"rendered":"Complementarity of tools in a market intelligence approach: example of datavisualization"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"","protected":false},"author":28,"featured_media":16329,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[288],"tags":[],"class_list":["post-16443","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-market-intelligence-experts"],"yoast_head":"\nMarket intelligence tools & data visualization<\/title>\n<meta name=\"description\" content=\"Each solution has its strengths and limitations. Adopting a combined approach allows\u2019 to optimize the whole monitoring process.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.curebot.fr\/en\/blog\/complementarity-tools-market-intelligence-data-visualization\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Complementarity of tools in a market intelligence approach: example of datavisualization\" \/>\n<meta property=\"og:description\" content=\"Adopting a combined approach allows\u2019 to optimize the entire\u2019 information management process.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.curebot.fr\/en\/blog\/complementarity-tools-market-intelligence-data-visualization\/\" \/>\n<meta property=\"og:site_name\" content=\"Curebot\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.linkedin.com\/company\/espritscollaboratifs\" \/>\n<meta property=\"article:published_time\" content=\"2025-02-18T07:30:47+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-20T13:39:32+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.curebot.fr\/EspritSite\/wp-content\/uploads\/2025\/02\/21a91f4d-1566-439b-a6ab-49ca97f26460-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"800\" \/>\n\t<meta property=\"og:image:height\" content=\"585\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Ang\u00e8le Costiou\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@Curebot_io\" \/>\n<meta name=\"twitter:site\" content=\"@Curebot_io\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Ang\u00e8le Costiou\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.curebot.fr\\\/en\\\/blog\\\/complementarity-tools-market-intelligence-data-visualization\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.curebot.fr\\\/en\\\/blog\\\/complementarity-tools-market-intelligence-data-visualization\\\/\"},\"author\":{\"name\":\"Ang\u00e8le Costiou\",\"@id\":\"https:\\\/\\\/www.curebot.fr\\\/en\\\/#\\\/schema\\\/person\\\/0b5a65f6a5e96c8ce6adaa0d4330de6f\"},\"headline\":\"Complementarity of tools in a market intelligence approach: example of datavisualization\",\"datePublished\":\"2025-02-18T07:30:47+00:00\",\"dateModified\":\"2026-04-20T13:39:32+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.curebot.fr\\\/en\\\/blog\\\/complementarity-tools-market-intelligence-data-visualization\\\/\"},\"wordCount\":11,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/www.curebot.fr\\\/en\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.curebot.fr\\\/en\\\/blog\\\/complementarity-tools-market-intelligence-data-visualization\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.curebot.fr\\\/EspritSite\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/21a91f4d-1566-439b-a6ab-49ca97f26460-1.png\",\"articleSection\":[\"Watch experts\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.curebot.fr\\\/en\\\/blog\\\/complementarity-tools-market-intelligence-data-visualization\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.curebot.fr\\\/en\\\/blog\\\/complementarity-tools-market-intelligence-data-visualization\\\/\",\"url\":\"https:\\\/\\\/www.curebot.fr\\\/en\\\/blog\\\/complementarity-tools-market-intelligence-data-visualization\\\/\",\"name\":\"Market intelligence tools & data visualization\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.curebot.fr\\\/en\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.curebot.fr\\\/en\\\/blog\\\/complementarity-tools-market-intelligence-data-visualization\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.curebot.fr\\\/en\\\/blog\\\/complementarity-tools-market-intelligence-data-visualization\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.curebot.fr\\\/EspritSite\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/21a91f4d-1566-439b-a6ab-49ca97f26460-1.png\",\"datePublished\":\"2025-02-18T07:30:47+00:00\",\"dateModified\":\"2026-04-20T13:39:32+00:00\",\"description\":\"Each solution has its strengths and limitations. Adopting a combined approach allows\u2019 to optimize the whole monitoring process.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.curebot.fr\\\/en\\\/blog\\\/complementarity-tools-market-intelligence-data-visualization\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.curebot.fr\\\/en\\\/blog\\\/complementarity-tools-market-intelligence-data-visualization\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.curebot.fr\\\/en\\\/blog\\\/complementarity-tools-market-intelligence-data-visualization\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.curebot.fr\\\/EspritSite\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/21a91f4d-1566-439b-a6ab-49ca97f26460-1.png\",\"contentUrl\":\"https:\\\/\\\/www.curebot.fr\\\/EspritSite\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/21a91f4d-1566-439b-a6ab-49ca97f26460-1.png\",\"width\":800,\"height\":585,\"caption\":\"compl\u00e9mentarit\u00e9 des outils : la dataviz\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.curebot.fr\\\/en\\\/blog\\\/complementarity-tools-market-intelligence-data-visualization\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.curebot.fr\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Complementarity of tools in a market intelligence approach: example of datavisualization\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.curebot.fr\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/www.curebot.fr\\\/en\\\/\",\"name\":\"Curebot\",\"description\":\"La plateforme de veille nouvelle g\u00e9n\u00e9ration d\u00e9velopp\u00e9e par EspritsCollaboratifs\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.curebot.fr\\\/en\\\/#organization\"},\"alternateName\":\"Curebot\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.curebot.fr\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.curebot.fr\\\/en\\\/#organization\",\"name\":\"Curebot\",\"alternateName\":\"Curebot\",\"url\":\"https:\\\/\\\/www.curebot.fr\\\/en\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.curebot.fr\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.curebot.fr\\\/EspritSite\\\/wp-content\\\/uploads\\\/2023\\\/03\\\/logo-curebot.png\",\"contentUrl\":\"https:\\\/\\\/www.curebot.fr\\\/EspritSite\\\/wp-content\\\/uploads\\\/2023\\\/03\\\/logo-curebot.png\",\"width\":1920,\"height\":1920,\"caption\":\"Curebot\"},\"image\":{\"@id\":\"https:\\\/\\\/www.curebot.fr\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.linkedin.com\\\/company\\\/espritscollaboratifs\",\"https:\\\/\\\/x.com\\\/Curebot_io\",\"https:\\\/\\\/fr-fr.facebook.com\\\/people\\\/Curebot\\\/100086798616215\\\/\"],\"description\":\"Curebot est la plateforme de veille qui couvre l'int\u00e9gralit\u00e9 du cycle : collecte automatis\u00e9e, sourcing multi-canal, qualification collaborative, newsletters, portails et pilotage.\",\"legalName\":\"EspritsCollaboratifs\",\"vatID\":\"FR14808490668\",\"taxID\":\"80849066800023\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.curebot.fr\\\/en\\\/#\\\/schema\\\/person\\\/0b5a65f6a5e96c8ce6adaa0d4330de6f\",\"name\":\"Ang\u00e8le Costiou\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/369e05b2996da78d890fbe551cd00386f25f694daeb61e84583c61bfd8ff4dbb?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/369e05b2996da78d890fbe551cd00386f25f694daeb61e84583c61bfd8ff4dbb?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/369e05b2996da78d890fbe551cd00386f25f694daeb61e84583c61bfd8ff4dbb?s=96&d=mm&r=g\",\"caption\":\"Ang\u00e8le Costiou\"}}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Market intelligence tools & data visualization","description":"Each solution has its strengths and limitations. Adopting a combined approach allows\u2019 to optimize the whole monitoring process.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.curebot.fr\/en\/blog\/complementarity-tools-market-intelligence-data-visualization\/","og_locale":"en_US","og_type":"article","og_title":"Complementarity of tools in a market intelligence approach: example of datavisualization","og_description":"Adopting a combined approach allows\u2019 to optimize the entire\u2019 information management process.","og_url":"https:\/\/www.curebot.fr\/en\/blog\/complementarity-tools-market-intelligence-data-visualization\/","og_site_name":"Curebot","article_publisher":"https:\/\/www.linkedin.com\/company\/espritscollaboratifs","article_published_time":"2025-02-18T07:30:47+00:00","article_modified_time":"2026-04-20T13:39:32+00:00","og_image":[{"width":800,"height":585,"url":"https:\/\/www.curebot.fr\/EspritSite\/wp-content\/uploads\/2025\/02\/21a91f4d-1566-439b-a6ab-49ca97f26460-1.png","type":"image\/png"}],"author":"Ang\u00e8le Costiou","twitter_card":"summary_large_image","twitter_creator":"@Curebot_io","twitter_site":"@Curebot_io","twitter_misc":{"Written by":"Ang\u00e8le Costiou","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.curebot.fr\/en\/blog\/complementarity-tools-market-intelligence-data-visualization\/#article","isPartOf":{"@id":"https:\/\/www.curebot.fr\/en\/blog\/complementarity-tools-market-intelligence-data-visualization\/"},"author":{"name":"Ang\u00e8le Costiou","@id":"https:\/\/www.curebot.fr\/en\/#\/schema\/person\/0b5a65f6a5e96c8ce6adaa0d4330de6f"},"headline":"Complementarity of tools in a market intelligence approach: example of datavisualization","datePublished":"2025-02-18T07:30:47+00:00","dateModified":"2026-04-20T13:39:32+00:00","mainEntityOfPage":{"@id":"https:\/\/www.curebot.fr\/en\/blog\/complementarity-tools-market-intelligence-data-visualization\/"},"wordCount":11,"commentCount":0,"publisher":{"@id":"https:\/\/www.curebot.fr\/en\/#organization"},"image":{"@id":"https:\/\/www.curebot.fr\/en\/blog\/complementarity-tools-market-intelligence-data-visualization\/#primaryimage"},"thumbnailUrl":"https:\/\/www.curebot.fr\/EspritSite\/wp-content\/uploads\/2025\/02\/21a91f4d-1566-439b-a6ab-49ca97f26460-1.png","articleSection":["Watch experts"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.curebot.fr\/en\/blog\/complementarity-tools-market-intelligence-data-visualization\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.curebot.fr\/en\/blog\/complementarity-tools-market-intelligence-data-visualization\/","url":"https:\/\/www.curebot.fr\/en\/blog\/complementarity-tools-market-intelligence-data-visualization\/","name":"Market intelligence tools & data visualization","isPartOf":{"@id":"https:\/\/www.curebot.fr\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.curebot.fr\/en\/blog\/complementarity-tools-market-intelligence-data-visualization\/#primaryimage"},"image":{"@id":"https:\/\/www.curebot.fr\/en\/blog\/complementarity-tools-market-intelligence-data-visualization\/#primaryimage"},"thumbnailUrl":"https:\/\/www.curebot.fr\/EspritSite\/wp-content\/uploads\/2025\/02\/21a91f4d-1566-439b-a6ab-49ca97f26460-1.png","datePublished":"2025-02-18T07:30:47+00:00","dateModified":"2026-04-20T13:39:32+00:00","description":"Each solution has its strengths and limitations. Adopting a combined approach allows\u2019 to optimize the whole monitoring process.","breadcrumb":{"@id":"https:\/\/www.curebot.fr\/en\/blog\/complementarity-tools-market-intelligence-data-visualization\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.curebot.fr\/en\/blog\/complementarity-tools-market-intelligence-data-visualization\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.curebot.fr\/en\/blog\/complementarity-tools-market-intelligence-data-visualization\/#primaryimage","url":"https:\/\/www.curebot.fr\/EspritSite\/wp-content\/uploads\/2025\/02\/21a91f4d-1566-439b-a6ab-49ca97f26460-1.png","contentUrl":"https:\/\/www.curebot.fr\/EspritSite\/wp-content\/uploads\/2025\/02\/21a91f4d-1566-439b-a6ab-49ca97f26460-1.png","width":800,"height":585,"caption":"compl\u00e9mentarit\u00e9 des outils : la dataviz"},{"@type":"BreadcrumbList","@id":"https:\/\/www.curebot.fr\/en\/blog\/complementarity-tools-market-intelligence-data-visualization\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.curebot.fr\/en\/"},{"@type":"ListItem","position":2,"name":"Complementarity of tools in a market intelligence approach: example of datavisualization"}]},{"@type":"WebSite","@id":"https:\/\/www.curebot.fr\/en\/#website","url":"https:\/\/www.curebot.fr\/en\/","name":"Curebot","description":"La plateforme de veille nouvelle g\u00e9n\u00e9ration d\u00e9velopp\u00e9e par EspritsCollaboratifs","publisher":{"@id":"https:\/\/www.curebot.fr\/en\/#organization"},"alternateName":"Curebot","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.curebot.fr\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.curebot.fr\/en\/#organization","name":"Curebot","alternateName":"Curebot","url":"https:\/\/www.curebot.fr\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.curebot.fr\/en\/#\/schema\/logo\/image\/","url":"https:\/\/www.curebot.fr\/EspritSite\/wp-content\/uploads\/2023\/03\/logo-curebot.png","contentUrl":"https:\/\/www.curebot.fr\/EspritSite\/wp-content\/uploads\/2023\/03\/logo-curebot.png","width":1920,"height":1920,"caption":"Curebot"},"image":{"@id":"https:\/\/www.curebot.fr\/en\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.linkedin.com\/company\/espritscollaboratifs","https:\/\/x.com\/Curebot_io","https:\/\/fr-fr.facebook.com\/people\/Curebot\/100086798616215\/"],"description":"Curebot est la plateforme de veille qui couvre l'int\u00e9gralit\u00e9 du cycle : collecte automatis\u00e9e, sourcing multi-canal, qualification collaborative, newsletters, portails et pilotage.","legalName":"EspritsCollaboratifs","vatID":"FR14808490668","taxID":"80849066800023"},{"@type":"Person","@id":"https:\/\/www.curebot.fr\/en\/#\/schema\/person\/0b5a65f6a5e96c8ce6adaa0d4330de6f","name":"Ang\u00e8le Costiou","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/369e05b2996da78d890fbe551cd00386f25f694daeb61e84583c61bfd8ff4dbb?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/369e05b2996da78d890fbe551cd00386f25f694daeb61e84583c61bfd8ff4dbb?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/369e05b2996da78d890fbe551cd00386f25f694daeb61e84583c61bfd8ff4dbb?s=96&d=mm&r=g","caption":"Ang\u00e8le Costiou"}}]}},"_links":{"self":[{"href":"https:\/\/www.curebot.fr\/en\/wp-json\/wp\/v2\/posts\/16443","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.curebot.fr\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.curebot.fr\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.curebot.fr\/en\/wp-json\/wp\/v2\/users\/28"}],"replies":[{"embeddable":true,"href":"https:\/\/www.curebot.fr\/en\/wp-json\/wp\/v2\/comments?post=16443"}],"version-history":[{"count":2,"href":"https:\/\/www.curebot.fr\/en\/wp-json\/wp\/v2\/posts\/16443\/revisions"}],"predecessor-version":[{"id":16445,"href":"https:\/\/www.curebot.fr\/en\/wp-json\/wp\/v2\/posts\/16443\/revisions\/16445"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.curebot.fr\/en\/wp-json\/wp\/v2\/media\/16329"}],"wp:attachment":[{"href":"https:\/\/www.curebot.fr\/en\/wp-json\/wp\/v2\/media?parent=16443"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.curebot.fr\/en\/wp-json\/wp\/v2\/categories?post=16443"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.curebot.fr\/en\/wp-json\/wp\/v2\/tags?post=16443"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}