{"id":58465,"date":"2023-10-25T12:23:46","date_gmt":"2023-10-25T11:23:46","guid":{"rendered":"https:\/\/www.eye-square.com\/en\/?p=58465"},"modified":"2024-01-23T12:27:28","modified_gmt":"2024-01-23T11:27:28","slug":"memex-jr-customer-dialogue-llm-2","status":"publish","type":"post","link":"https:\/\/www.eye-square.com\/en\/memex-jr-customer-dialogue-llm-2\/","title":{"rendered":"Memex Jr. – eye square’s Customer Dialogue with LLM"},"content":{"rendered":"

[vc_column][\/vc_column][vc_column][\/vc_column][vc_column][\/vc_column][vc_row css_animation=”” row_type=”row” use_row_as_full_screen_section=”no” type=”full_width” angled_section=”no” text_align=”left” background_image_as_pattern=”without_pattern” z_index=””][vc_column][vc_empty_space height=”30″][vc_single_image image=”58517″ img_size=”full” qode_css_animation=””][vc_empty_space height=”20″][\/vc_column][\/vc_row][vc_row css_animation=”” row_type=”row” use_row_as_full_screen_section=”no” type=”full_width” angled_section=”no” text_align=”left” background_image_as_pattern=”without_pattern” z_index=””][vc_column][vc_empty_space height=”30px”][vc_column_text]<\/p>\n

Memex jr. \u2013 eye square\u2019s customer dialogue with LLM-based knowledge
\n<\/strong><\/h1>\n

[\/vc_column_text][vc_empty_space height=”30px”][vc_column_text]<\/p>\n

\u201cMEMEX jr.\u201d\u00a0is the first eye square project primarily concerned with knowledge management, developed by\u00a0a team of data scientists and artists\u00a0<\/strong>(Frederik Neitzel, Daniel D\u00f6hringer, Moritz Mattern, dennis Rudolph and Dr. Julia Nitschke) that had previously also cooperated in eye square\u2019s extensive augmented reality work.<\/strong><\/h4>\n

[\/vc_column_text][vc_empty_space height=”30px”][vc_column_text]eye square has launched\u00a0\u201cMEMEX jr.\u201d<\/strong>, a LLM-based AI-Avatar that draws on the know-how and knowledge of its top scientists and consultants. Named in honor of Vanevar Bush\u2019s visionary 1945 article \u201cAs we may think\u201d, this disruptive new tool will be made available to selected customer groups. The backbone of \u201cMEMEX jr.\u201d is fed with a heterogeneous set of the proprietary e2-knowledge derived from articles, videos, sound files and other content.<\/strong><\/p>\n

 <\/p>\n

eye square\u2019s CEO Michael Schiessl<\/strong>\u00a0commented: \u201cI am impressed by how far the combination of vector data banks and LLMs carries. The avatar explains some of the insights very well, such as our unique framework model of neurosemiotics, definitions of key concepts such as attention, experience or meaning. It does this at least as well as our senior management would \u2013\u00a0given the obvious fact that much of the externalized knowledge is instantly available.\u00a0Unlike a human executive it is available 24\/7 \u2013 beyond time zones, times of day, schedules, and off-times.\u00a0This major step frees up time and resources for our management. The outcome\u00a0is scientifically very precise, gives reasonable strategic outlines and overall has big creative power. I believe clients who want to have a fast eye square view on broader questions will definitely benefit from it. \u201cMEMEX jr.\u201d also serves as a great platform for our internal knowledge distribution.\u201d<\/p>\n

 <\/p>\n

eye square\u2019s CTO Andreas Thoelke<\/strong>\u00a0adds: \u201cMEMEX jr. perfectly implements our credo of combining science, technology, and art. It is a proof of concept for our AI strategy which foresees the application of AI primarily in knowledge management, for easier data analysis for accelerating studies and projects and finally \u201csemantic eye tracking\u201d. The latter is especially promising as it integrates major areas of our neurosemiotic model, especially semantics and system 0.\u201c[\/vc_column_text][vc_empty_space height=”30px”][vc_column_text]<\/p>\n

Meet \u201cMEMEX jr.\u201d
\n<\/strong><\/h2>\n

[\/vc_column_text][vc_empty_space height=”30px”][vc_video link=”https:\/\/youtu.be\/__jgGM8t_Xc”][vc_empty_space height=”30px”][vc_column_text]<\/p>\n

\u201cMEMEX jr.\u201d System and Function
\n<\/strong><\/h2>\n

[\/vc_column_text][vc_empty_space height=”30px”][vc_column_text]\u201cMEMEX jr.\u201d<\/strong>\u00a0is the first\u00a0eye square<\/strong>\u00a0project that deals primarily with knowledge management and was developed by a\u00a0team of data sciencists<\/strong>\u00a0and artists<\/strong>\u00a0(Frederik Neitzel, Daniel D\u00f6hringer, Moritz Mattern, Dennis Rudolph, and Dr. Julia Nitschke) that had previously also cooperated in eye square\u2019s extensive augmented reality work. With a keyboard or voice-activated interactions, users can seamlessly engage the system to capture queries, which are then run through a comprehensive knowledge database. The integration of\u00a0Retrieval Augmented Generation (RAG)<\/strong>\u00a0ensures unparalleled precision and relevance in information extraction, since semantic retrieval, aided by vector databases, refines the accuracy and richness of the responses.<\/p>\n

These curated responses then undergo another layer of optimization as they are channeled through a\u00a0Large Language Model<\/strong>. Employing nuanced prompt engineering, the LLM has been tailored to assume \u2018Michael Schiessl\u2019s\u00a0persona\u2019, ensuring that the responses are both personalized and refrain from venturing into speculative territory. This approach addresses any knowledge gaps in LLMs and guarantees the delivery of current and contextually\u00a0appropriate information.\u00a0To encapsulate the experience, the feedback is synthesized using a text-to-speech model, echoing the distinct cadence of Michael\u2019s voice. With the audio prepared, our\u00a0Unity-driven VR\/AR<\/strong>\u00a0environment detects and retrieves these audio files. As a result, \u00a0Michael\u2019s Avatar articulates the responses, offering users an engaging and realistic conversation experience.[\/vc_column_text][vc_empty_space height=”30px”][vc_column_text]<\/p>\n

\u201cMEMEX jr.\u201d Exemplary Chat<\/strong><\/h2>\n

[\/vc_column_text][vc_empty_space height=”30px”][vc_column_text]Question:<\/strong>\u00a0What is neurosemiotics?<\/p>\n

Answer:<\/strong>\u00a0\u201cNeurosemiotics is eye square\u2019s integrated analysis model for understanding human experience, specifically in relation to brands, advertising and products. It combines theories and insights from neuromarketing, deep psychology, and social cognition to create a descriptive model that merges qualitative and quantitative methods. Neurosemiotics zooms in on the central levels of psychological representation, encompassing perception, feeling, and thinking. At each of these levels, dedicated methods, and measurement procedures like eye-tracking, electrodermal activity (EDA), and electroencephalography (EEG) are employed. The goal is a comprehensive grasp of consumer preferences and market supply. For marketing and market research enthusiasts, neurosemiotics offers a conceptually sound and empirically measurable avenue to delineate the impact of brands, campaigns, and products.\u201d<\/p>\n

 <\/p>\n

Question:<\/strong>\u00a0What is system 0?<\/p>\n

Answer:<\/strong>\u00a0\u201cSystem 0, as described by eye square, refers to the perceptive-sensory experience, the real perception. It is the most fundamental and quickest type of system, often referred to as \u201csensory perception.\u201d It captures the pure physical-neurological perception, where neither cognitive nor implicit\/emotional centers are engaged. This model of perception goes beyond implicit and explicit explanations and is based on extensive attention data collected by eye square over the last ten years. The receptive quality of System 0 can help build longer relationships and is valuable in understanding the advertising impact.\u201d[\/vc_column_text][vc_empty_space height=”30px”][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"

[vc_column][\/vc_column][vc_column][\/vc_column][vc_column][\/vc_column][vc_row css_animation=”” row_type=”row” use_row_as_full_screen_section=”no” type=”full_width” angled_section=”no” text_align=”left” background_image_as_pattern=”without_pattern” z_index=””][vc_column][vc_empty_space height=”30″][vc_single_image image=”58517″ img_size=”full” qode_css_animation=””][vc_empty_space height=”20″][\/vc_column][\/vc_row][vc_row css_animation=”” row_type=”row” use_row_as_full_screen_section=”no” type=”full_width” angled_section=”no” text_align=”left” background_image_as_pattern=”without_pattern” z_index=””][vc_column][vc_empty_space height=”30px”][vc_column_text] Memex jr. \u2013 eye square\u2019s customer dialogue with LLM-based knowledge [\/vc_column_text][vc_empty_space height=”30px”][vc_column_text] \u201cMEMEX jr.\u201d\u00a0is the first eye square project primarily concerned with…<\/p>\n","protected":false},"author":21,"featured_media":58523,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7195,1],"tags":[],"class_list":["post-58465","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-7195","category-news"],"yoast_head":"\neye square's customer dialogue with LLM<\/title>\n<meta name=\"description\" content=\"\u201cMEMEX jr.\u201d is the first eye square project primarily concerned with knowledge management, developed by a team of data scientists and artists\" \/>\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.eye-square.com\/en\/memex-jr-customer-dialogue-llm-2\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Memex Jr. - eye square's Customer Dialogue with LLM\" \/>\n<meta property=\"og:description\" content=\"\u201cMEMEX jr.\u201d is the first eye square project primarily concerned with knowledge management, developed by a team of data scientists and artists\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.eye-square.com\/en\/memex-jr-customer-dialogue-llm-2\/\" \/>\n<meta property=\"og:site_name\" content=\"eye square\" \/>\n<meta property=\"article:published_time\" content=\"2023-10-25T11:23:46+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-01-23T11:27:28+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.eye-square.com\/en\/wp-content\/uploads\/sites\/4\/2024\/01\/25-2.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"300\" \/>\n\t<meta property=\"og:image:height\" content=\"300\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Astrid Aumayer\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@aumayer\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Astrid Aumayer\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/memex-jr-customer-dialogue-llm-2\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/memex-jr-customer-dialogue-llm-2\\\/\"},\"author\":{\"name\":\"Astrid Aumayer\",\"@id\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/#\\\/schema\\\/person\\\/8645b8d1c90cac1c574996187454732d\"},\"headline\":\"Memex Jr. – eye square’s Customer Dialogue with LLM\",\"datePublished\":\"2023-10-25T11:23:46+00:00\",\"dateModified\":\"2024-01-23T11:27:28+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/memex-jr-customer-dialogue-llm-2\\\/\"},\"wordCount\":1022,\"publisher\":{\"@id\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/memex-jr-customer-dialogue-llm-2\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/wp-content\\\/uploads\\\/sites\\\/4\\\/2024\\\/01\\\/25-2.jpg\",\"articleSection\":[\"2023\",\"News\"],\"inLanguage\":\"en-GB\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/memex-jr-customer-dialogue-llm-2\\\/\",\"url\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/memex-jr-customer-dialogue-llm-2\\\/\",\"name\":\"eye square's customer dialogue with LLM\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/memex-jr-customer-dialogue-llm-2\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/memex-jr-customer-dialogue-llm-2\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/wp-content\\\/uploads\\\/sites\\\/4\\\/2024\\\/01\\\/25-2.jpg\",\"datePublished\":\"2023-10-25T11:23:46+00:00\",\"dateModified\":\"2024-01-23T11:27:28+00:00\",\"description\":\"\u201cMEMEX jr.\u201d is the first eye square project primarily concerned with knowledge management, developed by a team of data scientists and artists\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/memex-jr-customer-dialogue-llm-2\\\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.eye-square.com\\\/en\\\/memex-jr-customer-dialogue-llm-2\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/memex-jr-customer-dialogue-llm-2\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/wp-content\\\/uploads\\\/sites\\\/4\\\/2024\\\/01\\\/25-2.jpg\",\"contentUrl\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/wp-content\\\/uploads\\\/sites\\\/4\\\/2024\\\/01\\\/25-2.jpg\",\"width\":300,\"height\":300},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/memex-jr-customer-dialogue-llm-2\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Memex Jr. – eye square’s Customer Dialogue with LLM\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/\",\"name\":\"eye square\",\"description\":\"Experience Research - Full Market Research Service in the Digital World\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-GB\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/#organization\",\"name\":\"eye square GmbH\",\"url\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/wp-content\\\/uploads\\\/sites\\\/4\\\/revslider\\\/e2_homepage_01102018\\\/e2-logo-RGB-rec-rand5-128px.jpg\",\"contentUrl\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/wp-content\\\/uploads\\\/sites\\\/4\\\/revslider\\\/e2_homepage_01102018\\\/e2-logo-RGB-rec-rand5-128px.jpg\",\"width\":128,\"height\":61,\"caption\":\"eye square GmbH\"},\"image\":{\"@id\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/#\\\/schema\\\/person\\\/8645b8d1c90cac1c574996187454732d\",\"name\":\"Astrid Aumayer\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b6791135c05c209ac99ab33519880bc53deeeac2ab4b52b9fd31364edc2a284b?s=96&d=blank&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b6791135c05c209ac99ab33519880bc53deeeac2ab4b52b9fd31364edc2a284b?s=96&d=blank&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b6791135c05c209ac99ab33519880bc53deeeac2ab4b52b9fd31364edc2a284b?s=96&d=blank&r=g\",\"caption\":\"Astrid Aumayer\"},\"sameAs\":[\"https:\\\/\\\/x.com\\\/aumayer\"],\"url\":\"https:\\\/\\\/www.eye-square.com\\\/en\\\/author\\\/aumayer\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"eye square's customer dialogue with LLM","description":"\u201cMEMEX jr.\u201d is the first eye square project primarily concerned with knowledge management, developed by a team of data scientists and artists","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.eye-square.com\/en\/memex-jr-customer-dialogue-llm-2\/","og_locale":"en_GB","og_type":"article","og_title":"Memex Jr. - eye square's Customer Dialogue with LLM","og_description":"\u201cMEMEX jr.\u201d is the first eye square project primarily concerned with knowledge management, developed by a team of data scientists and artists","og_url":"https:\/\/www.eye-square.com\/en\/memex-jr-customer-dialogue-llm-2\/","og_site_name":"eye square","article_published_time":"2023-10-25T11:23:46+00:00","article_modified_time":"2024-01-23T11:27:28+00:00","og_image":[{"width":300,"height":300,"url":"https:\/\/www.eye-square.com\/en\/wp-content\/uploads\/sites\/4\/2024\/01\/25-2.jpg","type":"image\/jpeg"}],"author":"Astrid Aumayer","twitter_card":"summary_large_image","twitter_creator":"@aumayer","twitter_misc":{"Written by":"Astrid Aumayer","Estimated reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.eye-square.com\/en\/memex-jr-customer-dialogue-llm-2\/#article","isPartOf":{"@id":"https:\/\/www.eye-square.com\/en\/memex-jr-customer-dialogue-llm-2\/"},"author":{"name":"Astrid Aumayer","@id":"https:\/\/www.eye-square.com\/en\/#\/schema\/person\/8645b8d1c90cac1c574996187454732d"},"headline":"Memex Jr. – eye square’s Customer Dialogue with LLM","datePublished":"2023-10-25T11:23:46+00:00","dateModified":"2024-01-23T11:27:28+00:00","mainEntityOfPage":{"@id":"https:\/\/www.eye-square.com\/en\/memex-jr-customer-dialogue-llm-2\/"},"wordCount":1022,"publisher":{"@id":"https:\/\/www.eye-square.com\/en\/#organization"},"image":{"@id":"https:\/\/www.eye-square.com\/en\/memex-jr-customer-dialogue-llm-2\/#primaryimage"},"thumbnailUrl":"https:\/\/www.eye-square.com\/en\/wp-content\/uploads\/sites\/4\/2024\/01\/25-2.jpg","articleSection":["2023","News"],"inLanguage":"en-GB"},{"@type":"WebPage","@id":"https:\/\/www.eye-square.com\/en\/memex-jr-customer-dialogue-llm-2\/","url":"https:\/\/www.eye-square.com\/en\/memex-jr-customer-dialogue-llm-2\/","name":"eye square's customer dialogue with LLM","isPartOf":{"@id":"https:\/\/www.eye-square.com\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.eye-square.com\/en\/memex-jr-customer-dialogue-llm-2\/#primaryimage"},"image":{"@id":"https:\/\/www.eye-square.com\/en\/memex-jr-customer-dialogue-llm-2\/#primaryimage"},"thumbnailUrl":"https:\/\/www.eye-square.com\/en\/wp-content\/uploads\/sites\/4\/2024\/01\/25-2.jpg","datePublished":"2023-10-25T11:23:46+00:00","dateModified":"2024-01-23T11:27:28+00:00","description":"\u201cMEMEX jr.\u201d is the first eye square project primarily concerned with knowledge management, developed by a team of data scientists and artists","breadcrumb":{"@id":"https:\/\/www.eye-square.com\/en\/memex-jr-customer-dialogue-llm-2\/#breadcrumb"},"inLanguage":"en-GB","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.eye-square.com\/en\/memex-jr-customer-dialogue-llm-2\/"]}]},{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/www.eye-square.com\/en\/memex-jr-customer-dialogue-llm-2\/#primaryimage","url":"https:\/\/www.eye-square.com\/en\/wp-content\/uploads\/sites\/4\/2024\/01\/25-2.jpg","contentUrl":"https:\/\/www.eye-square.com\/en\/wp-content\/uploads\/sites\/4\/2024\/01\/25-2.jpg","width":300,"height":300},{"@type":"BreadcrumbList","@id":"https:\/\/www.eye-square.com\/en\/memex-jr-customer-dialogue-llm-2\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.eye-square.com\/en\/"},{"@type":"ListItem","position":2,"name":"Memex Jr. – eye square’s Customer Dialogue with LLM"}]},{"@type":"WebSite","@id":"https:\/\/www.eye-square.com\/en\/#website","url":"https:\/\/www.eye-square.com\/en\/","name":"eye square","description":"Experience Research - Full Market Research Service in the Digital World","publisher":{"@id":"https:\/\/www.eye-square.com\/en\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.eye-square.com\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-GB"},{"@type":"Organization","@id":"https:\/\/www.eye-square.com\/en\/#organization","name":"eye square GmbH","url":"https:\/\/www.eye-square.com\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/www.eye-square.com\/en\/#\/schema\/logo\/image\/","url":"https:\/\/www.eye-square.com\/en\/wp-content\/uploads\/sites\/4\/revslider\/e2_homepage_01102018\/e2-logo-RGB-rec-rand5-128px.jpg","contentUrl":"https:\/\/www.eye-square.com\/en\/wp-content\/uploads\/sites\/4\/revslider\/e2_homepage_01102018\/e2-logo-RGB-rec-rand5-128px.jpg","width":128,"height":61,"caption":"eye square GmbH"},"image":{"@id":"https:\/\/www.eye-square.com\/en\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/www.eye-square.com\/en\/#\/schema\/person\/8645b8d1c90cac1c574996187454732d","name":"Astrid Aumayer","image":{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/secure.gravatar.com\/avatar\/b6791135c05c209ac99ab33519880bc53deeeac2ab4b52b9fd31364edc2a284b?s=96&d=blank&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/b6791135c05c209ac99ab33519880bc53deeeac2ab4b52b9fd31364edc2a284b?s=96&d=blank&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/b6791135c05c209ac99ab33519880bc53deeeac2ab4b52b9fd31364edc2a284b?s=96&d=blank&r=g","caption":"Astrid Aumayer"},"sameAs":["https:\/\/x.com\/aumayer"],"url":"https:\/\/www.eye-square.com\/en\/author\/aumayer\/"}]}},"_links":{"self":[{"href":"https:\/\/www.eye-square.com\/en\/wp-json\/wp\/v2\/posts\/58465","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.eye-square.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.eye-square.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.eye-square.com\/en\/wp-json\/wp\/v2\/users\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/www.eye-square.com\/en\/wp-json\/wp\/v2\/comments?post=58465"}],"version-history":[{"count":8,"href":"https:\/\/www.eye-square.com\/en\/wp-json\/wp\/v2\/posts\/58465\/revisions"}],"predecessor-version":[{"id":58555,"href":"https:\/\/www.eye-square.com\/en\/wp-json\/wp\/v2\/posts\/58465\/revisions\/58555"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.eye-square.com\/en\/wp-json\/wp\/v2\/media\/58523"}],"wp:attachment":[{"href":"https:\/\/www.eye-square.com\/en\/wp-json\/wp\/v2\/media?parent=58465"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.eye-square.com\/en\/wp-json\/wp\/v2\/categories?post=58465"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.eye-square.com\/en\/wp-json\/wp\/v2\/tags?post=58465"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}