{"id":16501,"date":"2026-07-30T18:12:04","date_gmt":"2026-07-30T09:12:04","guid":{"rendered":"https:\/\/sdg.neuromagic.com\/?p=16501"},"modified":"2026-09-04T18:14:55","modified_gmt":"2026-09-04T09:14:55","slug":"blog-site-renewal-ai-era-2","status":"publish","type":"post","link":"https:\/\/sdg.neuromagic.com\/en\/blog-site-renewal-ai-era-2\/","title":{"rendered":"Part 2: Website Renewal in the AI Era \u2014 Defining the Role of Digital Touchpoints and Focusing on the Bottleneck"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">In Part 1, we said that the first question in a website renewal is not \u201cWhat kind of site should we build?\u201d but \u201cWhich management issue should we solve?\u201d We also said that AI has lowered the baseline for production\u2014the \u201cnice to have\u201d threshold\u2014and that the real contest has&nbsp;shifted from improving the &#8220;I&#8221; in ROI (Investment) to designing the &#8220;R&#8221; (Return).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">So how should we design that R? Part 2 begins there.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Part 1:&nbsp;<a href=\"https:\/\/sdg.neuromagic.com\/en\/blog-site-renewal-ai-era-1\/\" target=\"_blank\" rel=\"noopener\" title=\"\">Website Renewal in the AI Era: Before \u201cRebuilding,\u201d Ask Which Management Challenge You\u2019re Solving<\/a><\/p>\n\n\n\n<div style=\"height:11px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">The role of a touchpoint is to \u201cmove a state\u201d<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">What is the lever that moves R? It is defining the role of each touchpoint. But what exactly do we mean by \u201crole\u201d? We need to be precise here.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We define the role of a touchpoint as: \u201cWhom do we move, from what state, to what state?\u201d In other words, it is a state transition. If we think about it, management issues always appear somewhere in the journey as a state that is not moving. People do not know us. We do not remain in the shortlist. People consider us, but we lack the deciding factor. Candidates do not apply. That single point where movement has stopped is the bottleneck. The role of a touchpoint is to move the state at that bottleneck. Nothing more, nothing less.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">When we define it this way, the meaning of R becomes clear. The size of R depends on how much we move the bottleneck state. Conversely, no matter how much we polish an area that is not the bottleneck, R will not increase. If one narrow section determines the total flow, widening a pipe that is already wide does not change the amount that flows through. The same principle applies here.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Then how should we describe that \u201cstate\u201d? \u201cCan\u201d or \u201ccannot\u201d is not enough. People do not act only because an action is possible or impossible. We need to describe what they know, what they believe, and how they feel. Only then have we captured the state. Take the state of \u201cnot being known,\u201d for example. If we are not cited in AI search, the opportunity to be known does not arise in the first place. GEO\u2014optimization that makes content easier for generative AI to cite\u2014is one way to move that state.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">At the same time, in our experience, the bottleneck in B2B often lies deeper. The information is sufficient. The features are not a problem. And still, people do not feel, \u201cWe can trust this company.\u201d Unless that state moves, we will not be chosen by name. What moves that state is not simply adding one more page. It is designing the experience itself.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You may think that states cannot be measured. But states appear in behavior. Whether we are known appears in branded searches. Whether we are trusted appears in direct traffic and return visits. Reputation appears in reviews and external mentions. In daily operations, we track these behavioral signals. At milestones before and after a renewal, we also measure perception directly through surveys, asking whether people feel we are the right fit. Once we can describe the role this clearly, the meaning of a standard renewal process changes completely.<\/p>\n\n\n\n<div style=\"height:12px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u201cFit\u201d is a decision about allocation<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">For a long time, we have worked with the keyword \u201cfit.\u201d In the AI era, the meaning of this word has become even more important. Fit is the degree to which these three things align: the management issue, the role assigned to the touchpoint, and the implementation. If they are misaligned, no amount of optimization will make R work for management. If they align precisely, a small investment can create a large return.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI has made the range of things we can create practically limitless. That is exactly why, paradoxically, the decision of where to go all in and what to let go of has become the scarcest value. We do not try to make every touchpoint perfect. We place a bold bet on the one point that is the bottleneck. And if that bottleneck sits outside the website, the most appropriate answer may be: \u201cFor this issue, you should invest in another touchpoint before the website.\u201d Being able to decide not to build is the value we want to protect most.<\/p>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Five steps to design R<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">So where should we start when we actually design R? We generally proceed in five steps. It is a shift from \u201cproduction first\u201d to \u201crole definition first.\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">First, we translate the management issue into the language of states. \u201cWe want to increase new inquiries\u201d is not yet something we can design around. Whose state must change, and how, for us to say the issue has been solved? Only when we bring the issue down to that level does it become measurable.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Second, we lay out the journey and identify where the state has stopped moving. Are people unaware of us? Do they know us but fail to keep us in the shortlist? Do they shortlist us but not fully trust us? The single point we find here is the bottleneck. This step also includes the question: \u201cShould we invest in the website at all?\u201d If the bottleneck is outside the website, the answer may be, \u201cNot the website this time.\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Third, we define the role of the touchpoint for that one point. We write, in one sentence, \u201cWhom do we move, from what state, to what state?\u201d If we cannot write that sentence, we can also decide that we do not need to create that page.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Fourth, we decide the allocation. We do not try to make everything perfect. We concentrate budget and time on that one point. In many cases, a full rebuild is unnecessary. Improving the part that works as leverage creates a larger R with the same budget.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Fifth, we measure whether the state moved. If the state is \u201cbeing known,\u201d we may use branded search. If the state is \u201cbeing trusted,\u201d we may use direct traffic or return visits. We decide these indicators in advance, aligned with the states identified in step two. That becomes the starting point for the next cycle.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In other words, if we skip these five steps and jump into \u201clet\u2019s rebuild every page for now,\u201d we will not be able to explain afterward what moved and what did not.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The detailed methods for each step will be covered in separate articles. Changes in the AI search era and the basics of GEO\/LLMO, priorities for avoiding unnecessary rebuilds, reviews of information architecture and UX, and technical foundations such as page speed and structured data\u2014these two articles are a map that connects those topics through the question of why we do them.<\/p>\n\n\n\n<div style=\"height:12px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Why an experience agency?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Everything we have discussed so far only works when we can start from management issues, define roles, judge the right allocation, and carry the work through design, implementation, and operation as one connected effort. The key is whether we can take responsibility for that entire sequence, not just for making something.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We have a cross-functional diagnostic methodology called Experience Assessment. It evaluates the experience of the stakeholders within the target scope, identifies problems, and defines issues. It is not a tool for \u201cchecking the website first.\u201d It is a tool for diagnosing which touchpoint we should invest in, and how much, against a management issue.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Our company-wide use of AI supports the production and operational efficiency needed to go further upstream. By combining AI with service design, we can keep teams compact, improve quality, expand the scope we can handle, and deliver 1.2 to 1.5 times the value within conventional cost expectations. We redirect the value created by more efficient production into role definition and appropriate allocation. That is our position as an experience agency.<\/p>\n\n\n\n<div style=\"height:9px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">First, measure the current state<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Finally, we have one proposal. Before rebuilding, measure where the bottleneck lies in the journey against your company\u2019s management issue, and how much the website as a touchpoint is moving that state. We offer a diagnostic service that measures touchpoint allocation and return. Starting with a current-state check from a GEO perspective for the AI search era is also fine. Before asking \u201cShould we rebuild?\u201d why not make visible, together, what should be solved through which touchpoint?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For consultations and inquiries about website renewal or web strategy in the AI search era, please contact us&nbsp;<strong><a href=\"https:\/\/www.neuromagic.com\/contact-en\" target=\"_blank\" rel=\"noopener\" title=\"\">here<\/a><\/strong>.<\/p>\n\n\n\n<div class=\"wp-block-buttons alignwide is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-20959078 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-base-color has-secondary-background-color has-text-color has-background has-link-color has-text-align-center wp-element-button\" href=\"https:\/\/share-na2.hsforms.com\/1uDd6UKH9R5aFBezHU9teqw58csu\" style=\"border-top-left-radius:11px;border-top-right-radius:11px;border-bottom-left-radius:11px;border-bottom-right-radius:11px\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Application for Free LLMO Quick Diagnosis<\/strong><\/a><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group nm-page-cta has-base-color has-secondary-background-color has-text-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-37a85ce9 wp-block-group-is-layout-constrained\" style=\"border-radius:6px;margin-top:4rem;padding-top:3rem;padding-right:2.4rem;padding-bottom:3rem;padding-left:2.4rem\">\n<h2 class=\"wp-block-heading has-medium-font-size\"><strong>Feel Free to Contact Us<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">If you have any questions about the article or would like to discuss what these topics mean for your organization, please don&#8217;t hesitate to get in touch.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-secondary-background-color has-background wp-element-button\" href=\"https:\/\/www.neuromagic.com\/contact-en\" target=\"_blank\" rel=\"noreferrer noopener\">Contact Us<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile is-vertically-aligned-top\" style=\"grid-template-columns:29% auto\"><figure class=\"wp-block-media-text__media\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/03\/2.png?resize=500%2C500&#038;ssl=1\" alt=\"\" class=\"wp-image-13365 size-full\" srcset=\"https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/03\/2.png?w=500&amp;ssl=1 500w, https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/03\/2.png?resize=300%2C300&amp;ssl=1 300w, https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/03\/2.png?resize=150%2C150&amp;ssl=1 150w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p class=\"wp-block-paragraph\"><strong>Motoharu Kuroi<\/strong>, <strong>President &amp; CEO<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Motoharu Kuroi graduated from the College of Liberal Arts at International Christian University and earned an MBA from the Kenichi Ohmae Graduate School of Business. Before founding Neuromagic in 1994, he spent seven years working in planning, production, and direction at an independent event producer\u2019s office. In the early 1990s, he was involved in numerous projects that incorporated multimedia into event production and staging. Since the commercialization of the internet, he has led numerous digital and experience-related projects at Neuromagic.<\/p>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>In Part 1, we said that the first question in a website renewal is not \u201cWhat kind of site should we build?\u201d bu [&hellip;]<\/p>\n","protected":false},"author":187230496,"featured_media":16403,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_locale":"en_US","_original_post":"https:\/\/sdg.neuromagic.com\/?p=16388","_wpcom_ai_launchpad_first_post":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[124849,124984,125018,124997],"tags":[],"class_list":["post-16501","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-servicedesign-jp","category-ai","category-125018","category-web","en-US"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.1.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"In Part 1, we said that the first question in a website\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"noemiminami22f21ddfd4\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/sdg.neuromagic.com\/en\/blog-site-renewal-ai-era-2\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.1.1\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"Neuromagic Blog\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"Part 2: Website Renewal in the AI Era \u2014 Defining the Role of Digital Touchpoints and Focusing on the Bottleneck | Neuromagic Blog\" \/>\n\t\t<meta property=\"og:description\" content=\"In Part 1, we said that the first question in a website\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/sdg.neuromagic.com\/en\/blog-site-renewal-ai-era-2\/\" \/>\n\t\t<meta property=\"og:image\" content=\"https:\/\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/07\/e8a49121693017bb5cc5ac7f1c5469ad.jpg\" \/>\n\t\t<meta property=\"og:image:secure_url\" content=\"https:\/\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/07\/e8a49121693017bb5cc5ac7f1c5469ad.jpg\" \/>\n\t\t<meta property=\"og:image:width\" content=\"2688\" \/>\n\t\t<meta property=\"og:image:height\" content=\"1536\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2026-07-30T09:12:04+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2026-09-04T09:14:55+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n\t\t<meta name=\"twitter:title\" content=\"Part 2: Website Renewal in the AI Era \u2014 Defining the Role of Digital Touchpoints and Focusing on the Bottleneck | Neuromagic Blog\" \/>\n\t\t<meta name=\"twitter:description\" content=\"In Part 1, we said that the first question in a website\" \/>\n\t\t<meta name=\"twitter:image\" content=\"https:\/\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/07\/e8a49121693017bb5cc5ac7f1c5469ad.jpg\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/sdg.neuromagic.com\\\/en\\\/blog-site-renewal-ai-era-2\\\/#article\",\"name\":\"Part 2: Website Renewal in the AI Era \\u2014 Defining the Role of Digital Touchpoints and Focusing on the Bottleneck | Neuromagic Blog\",\"headline\":\"Part 2: Website Renewal in the AI Era \\u2014 Defining the Role of Digital Touchpoints and Focusing on the Bottleneck\",\"author\":{\"@id\":\"https:\\\/\\\/sdg.neuromagic.com\\\/author\\\/noemiminami22f21ddfd4\\\/#author\"},\"publisher\":{\"@id\":\"https:\\\/\\\/sdg.neuromagic.com\\\/#organization\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/sdg.neuromagic.com\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/e8a49121693017bb5cc5ac7f1c5469ad.jpg?fit=2688%2C1536&ssl=1\",\"width\":2688,\"height\":1536,\"caption\":\"AI\\u6642\\u4ee3\\u306e\\u30ea\\u30cb\\u30e5\\u30fc\\u30a2\\u30eb\\u6210\\u529f\\u306e\\u9375\\u306f\\u3001\\u3059\\u3079\\u3066\\u3092\\u7db2\\u7f85\\u3059\\u308b\\u3053\\u3068\\u3067\\u306f\\u306a\\u304f\\u3001\\u30dc\\u30c8\\u30eb\\u30cd\\u30c3\\u30af\\u3068\\u306a\\u308b\\u300c\\u4e00\\u70b9\\u300d\\u306b\\u7d5e\\u308a\\u8fbc\\u3080\\u3053\\u3068\\u3002\"},\"datePublished\":\"2026-07-30T18:12:04+09:00\",\"dateModified\":\"2026-09-04T18:14:55+09:00\",\"inLanguage\":\"en-US\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/sdg.neuromagic.com\\\/en\\\/blog-site-renewal-ai-era-2\\\/#webpage\"},\"isPartOf\":{\"@id\":\"https:\\\/\\\/sdg.neuromagic.com\\\/en\\\/blog-site-renewal-ai-era-2\\\/#webpage\"},\"articleSection\":\"\\u30b5\\u30fc\\u30d3\\u30b9\\u30c7\\u30b6\\u30a4\\u30f3, \\u751f\\u6210AI, \\u7d4c\\u55b6\\u8ab2\\u984c, Web\\u5236\\u4f5c\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/sdg.neuromagic.com\\\/en\\\/blog-site-renewal-ai-era-2\\\/#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/sdg.neuromagic.com#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/sdg.neuromagic.com\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/sdg.neuromagic.com\\\/en\\\/category\\\/servicedesign-jp\\\/#listItem\",\"name\":\"\\u30b5\\u30fc\\u30d3\\u30b9\\u30c7\\u30b6\\u30a4\\u30f3\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/sdg.neuromagic.com\\\/en\\\/category\\\/servicedesign-jp\\\/#listItem\",\"position\":2,\"name\":\"\\u30b5\\u30fc\\u30d3\\u30b9\\u30c7\\u30b6\\u30a4\\u30f3\",\"item\":\"https:\\\/\\\/sdg.neuromagic.com\\\/en\\\/category\\\/servicedesign-jp\\\/\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/sdg.neuromagic.com\\\/en\\\/blog-site-renewal-ai-era-2\\\/#listItem\",\"name\":\"Part 2: Website Renewal in the AI Era \\u2014 Defining the Role of Digital Touchpoints and Focusing on the Bottleneck\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/sdg.neuromagic.com#listItem\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/sdg.neuromagic.com\\\/en\\\/blog-site-renewal-ai-era-2\\\/#listItem\",\"position\":3,\"name\":\"Part 2: Website Renewal in the AI Era \\u2014 Defining the Role of Digital Touchpoints and Focusing on the Bottleneck\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/sdg.neuromagic.com\\\/en\\\/category\\\/servicedesign-jp\\\/#listItem\",\"name\":\"\\u30b5\\u30fc\\u30d3\\u30b9\\u30c7\\u30b6\\u30a4\\u30f3\"}}]},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/sdg.neuromagic.com\\\/#organization\",\"name\":\"Neuromagic Blog\",\"url\":\"https:\\\/\\\/sdg.neuromagic.com\\\/\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/sdg.neuromagic.com\\\/author\\\/noemiminami22f21ddfd4\\\/#author\",\"url\":\"https:\\\/\\\/sdg.neuromagic.com\\\/author\\\/noemiminami22f21ddfd4\\\/\",\"name\":\"noemiminami22f21ddfd4\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/sdg.neuromagic.com\\\/en\\\/blog-site-renewal-ai-era-2\\\/#authorImage\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/a228bde16410e9cfbdcf918e88982cb56309879a990b900446723f9a140e0ba7?s=96&d=identicon&r=g\",\"width\":96,\"height\":96,\"caption\":\"noemiminami22f21ddfd4\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/sdg.neuromagic.com\\\/en\\\/blog-site-renewal-ai-era-2\\\/#webpage\",\"url\":\"https:\\\/\\\/sdg.neuromagic.com\\\/en\\\/blog-site-renewal-ai-era-2\\\/\",\"name\":\"Part 2: Website Renewal in the AI Era \\u2014 Defining the Role of Digital Touchpoints and Focusing on the Bottleneck | Neuromagic Blog\",\"description\":\"In Part 1, we said that the first question in a website\",\"inLanguage\":\"en-US\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/sdg.neuromagic.com\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/sdg.neuromagic.com\\\/en\\\/blog-site-renewal-ai-era-2\\\/#breadcrumblist\"},\"author\":{\"@id\":\"https:\\\/\\\/sdg.neuromagic.com\\\/author\\\/noemiminami22f21ddfd4\\\/#author\"},\"creator\":{\"@id\":\"https:\\\/\\\/sdg.neuromagic.com\\\/author\\\/noemiminami22f21ddfd4\\\/#author\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/sdg.neuromagic.com\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/e8a49121693017bb5cc5ac7f1c5469ad.jpg?fit=2688%2C1536&ssl=1\",\"@id\":\"https:\\\/\\\/sdg.neuromagic.com\\\/en\\\/blog-site-renewal-ai-era-2\\\/#mainImage\",\"width\":2688,\"height\":1536,\"caption\":\"AI\\u6642\\u4ee3\\u306e\\u30ea\\u30cb\\u30e5\\u30fc\\u30a2\\u30eb\\u6210\\u529f\\u306e\\u9375\\u306f\\u3001\\u3059\\u3079\\u3066\\u3092\\u7db2\\u7f85\\u3059\\u308b\\u3053\\u3068\\u3067\\u306f\\u306a\\u304f\\u3001\\u30dc\\u30c8\\u30eb\\u30cd\\u30c3\\u30af\\u3068\\u306a\\u308b\\u300c\\u4e00\\u70b9\\u300d\\u306b\\u7d5e\\u308a\\u8fbc\\u3080\\u3053\\u3068\\u3002\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/sdg.neuromagic.com\\\/en\\\/blog-site-renewal-ai-era-2\\\/#mainImage\"},\"datePublished\":\"2026-07-30T18:12:04+09:00\",\"dateModified\":\"2026-09-04T18:14:55+09:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/sdg.neuromagic.com\\\/#website\",\"url\":\"https:\\\/\\\/sdg.neuromagic.com\\\/\",\"name\":\"Neuromagic Blog\",\"inLanguage\":\"en-US\",\"publisher\":{\"@id\":\"https:\\\/\\\/sdg.neuromagic.com\\\/#organization\"}}]}\n\t\t<\/script>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"Part 2: Website Renewal in the AI Era \u2014 Defining the Role of Digital Touchpoints and Focusing on the Bottleneck | Neuromagic Blog","description":"In Part 1, we said that the first question in a website","canonical_url":"https:\/\/sdg.neuromagic.com\/en\/blog-site-renewal-ai-era-2\/","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/sdg.neuromagic.com\/en\/blog-site-renewal-ai-era-2\/#article","name":"Part 2: Website Renewal in the AI Era \u2014 Defining the Role of Digital Touchpoints and Focusing on the Bottleneck | Neuromagic Blog","headline":"Part 2: Website Renewal in the AI Era \u2014 Defining the Role of Digital Touchpoints and Focusing on the Bottleneck","author":{"@id":"https:\/\/sdg.neuromagic.com\/author\/noemiminami22f21ddfd4\/#author"},"publisher":{"@id":"https:\/\/sdg.neuromagic.com\/#organization"},"image":{"@type":"ImageObject","url":"https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/07\/e8a49121693017bb5cc5ac7f1c5469ad.jpg?fit=2688%2C1536&ssl=1","width":2688,"height":1536,"caption":"AI\u6642\u4ee3\u306e\u30ea\u30cb\u30e5\u30fc\u30a2\u30eb\u6210\u529f\u306e\u9375\u306f\u3001\u3059\u3079\u3066\u3092\u7db2\u7f85\u3059\u308b\u3053\u3068\u3067\u306f\u306a\u304f\u3001\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3068\u306a\u308b\u300c\u4e00\u70b9\u300d\u306b\u7d5e\u308a\u8fbc\u3080\u3053\u3068\u3002"},"datePublished":"2026-07-30T18:12:04+09:00","dateModified":"2026-09-04T18:14:55+09:00","inLanguage":"en-US","mainEntityOfPage":{"@id":"https:\/\/sdg.neuromagic.com\/en\/blog-site-renewal-ai-era-2\/#webpage"},"isPartOf":{"@id":"https:\/\/sdg.neuromagic.com\/en\/blog-site-renewal-ai-era-2\/#webpage"},"articleSection":"\u30b5\u30fc\u30d3\u30b9\u30c7\u30b6\u30a4\u30f3, \u751f\u6210AI, \u7d4c\u55b6\u8ab2\u984c, Web\u5236\u4f5c"},{"@type":"BreadcrumbList","@id":"https:\/\/sdg.neuromagic.com\/en\/blog-site-renewal-ai-era-2\/#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/sdg.neuromagic.com#listItem","position":1,"name":"Home","item":"https:\/\/sdg.neuromagic.com","nextItem":{"@type":"ListItem","@id":"https:\/\/sdg.neuromagic.com\/en\/category\/servicedesign-jp\/#listItem","name":"\u30b5\u30fc\u30d3\u30b9\u30c7\u30b6\u30a4\u30f3"}},{"@type":"ListItem","@id":"https:\/\/sdg.neuromagic.com\/en\/category\/servicedesign-jp\/#listItem","position":2,"name":"\u30b5\u30fc\u30d3\u30b9\u30c7\u30b6\u30a4\u30f3","item":"https:\/\/sdg.neuromagic.com\/en\/category\/servicedesign-jp\/","nextItem":{"@type":"ListItem","@id":"https:\/\/sdg.neuromagic.com\/en\/blog-site-renewal-ai-era-2\/#listItem","name":"Part 2: Website Renewal in the AI Era \u2014 Defining the Role of Digital Touchpoints and Focusing on the Bottleneck"},"previousItem":{"@type":"ListItem","@id":"https:\/\/sdg.neuromagic.com#listItem","name":"Home"}},{"@type":"ListItem","@id":"https:\/\/sdg.neuromagic.com\/en\/blog-site-renewal-ai-era-2\/#listItem","position":3,"name":"Part 2: Website Renewal in the AI Era \u2014 Defining the Role of Digital Touchpoints and Focusing on the Bottleneck","previousItem":{"@type":"ListItem","@id":"https:\/\/sdg.neuromagic.com\/en\/category\/servicedesign-jp\/#listItem","name":"\u30b5\u30fc\u30d3\u30b9\u30c7\u30b6\u30a4\u30f3"}}]},{"@type":"Organization","@id":"https:\/\/sdg.neuromagic.com\/#organization","name":"Neuromagic Blog","url":"https:\/\/sdg.neuromagic.com\/"},{"@type":"Person","@id":"https:\/\/sdg.neuromagic.com\/author\/noemiminami22f21ddfd4\/#author","url":"https:\/\/sdg.neuromagic.com\/author\/noemiminami22f21ddfd4\/","name":"noemiminami22f21ddfd4","image":{"@type":"ImageObject","@id":"https:\/\/sdg.neuromagic.com\/en\/blog-site-renewal-ai-era-2\/#authorImage","url":"https:\/\/secure.gravatar.com\/avatar\/a228bde16410e9cfbdcf918e88982cb56309879a990b900446723f9a140e0ba7?s=96&d=identicon&r=g","width":96,"height":96,"caption":"noemiminami22f21ddfd4"}},{"@type":"WebPage","@id":"https:\/\/sdg.neuromagic.com\/en\/blog-site-renewal-ai-era-2\/#webpage","url":"https:\/\/sdg.neuromagic.com\/en\/blog-site-renewal-ai-era-2\/","name":"Part 2: Website Renewal in the AI Era \u2014 Defining the Role of Digital Touchpoints and Focusing on the Bottleneck | Neuromagic Blog","description":"In Part 1, we said that the first question in a website","inLanguage":"en-US","isPartOf":{"@id":"https:\/\/sdg.neuromagic.com\/#website"},"breadcrumb":{"@id":"https:\/\/sdg.neuromagic.com\/en\/blog-site-renewal-ai-era-2\/#breadcrumblist"},"author":{"@id":"https:\/\/sdg.neuromagic.com\/author\/noemiminami22f21ddfd4\/#author"},"creator":{"@id":"https:\/\/sdg.neuromagic.com\/author\/noemiminami22f21ddfd4\/#author"},"image":{"@type":"ImageObject","url":"https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/07\/e8a49121693017bb5cc5ac7f1c5469ad.jpg?fit=2688%2C1536&ssl=1","@id":"https:\/\/sdg.neuromagic.com\/en\/blog-site-renewal-ai-era-2\/#mainImage","width":2688,"height":1536,"caption":"AI\u6642\u4ee3\u306e\u30ea\u30cb\u30e5\u30fc\u30a2\u30eb\u6210\u529f\u306e\u9375\u306f\u3001\u3059\u3079\u3066\u3092\u7db2\u7f85\u3059\u308b\u3053\u3068\u3067\u306f\u306a\u304f\u3001\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3068\u306a\u308b\u300c\u4e00\u70b9\u300d\u306b\u7d5e\u308a\u8fbc\u3080\u3053\u3068\u3002"},"primaryImageOfPage":{"@id":"https:\/\/sdg.neuromagic.com\/en\/blog-site-renewal-ai-era-2\/#mainImage"},"datePublished":"2026-07-30T18:12:04+09:00","dateModified":"2026-09-04T18:14:55+09:00"},{"@type":"WebSite","@id":"https:\/\/sdg.neuromagic.com\/#website","url":"https:\/\/sdg.neuromagic.com\/","name":"Neuromagic Blog","inLanguage":"en-US","publisher":{"@id":"https:\/\/sdg.neuromagic.com\/#organization"}}]},"og:locale":"en_US","og:site_name":"Neuromagic Blog","og:type":"article","og:title":"Part 2: Website Renewal in the AI Era \u2014 Defining the Role of Digital Touchpoints and Focusing on the Bottleneck | Neuromagic Blog","og:description":"In Part 1, we said that the first question in a website","og:url":"https:\/\/sdg.neuromagic.com\/en\/blog-site-renewal-ai-era-2\/","og:image":"https:\/\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/07\/e8a49121693017bb5cc5ac7f1c5469ad.jpg","og:image:secure_url":"https:\/\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/07\/e8a49121693017bb5cc5ac7f1c5469ad.jpg","og:image:width":2688,"og:image:height":1536,"article:published_time":"2026-07-30T09:12:04+00:00","article:modified_time":"2026-09-04T09:14:55+00:00","twitter:card":"summary_large_image","twitter:title":"Part 2: Website Renewal in the AI Era \u2014 Defining the Role of Digital Touchpoints and Focusing on the Bottleneck | Neuromagic Blog","twitter:description":"In Part 1, we said that the first question in a website","twitter:image":"https:\/\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/07\/e8a49121693017bb5cc5ac7f1c5469ad.jpg"},"aioseo_meta_data":{"post_id":"16501","title":null,"description":null,"keywords":null,"keyphrases":{"focus":{"keyphrase":"","score":0,"analysis":{"keyphraseInTitle":{"score":0,"maxScore":9,"error":1}}},"additional":[]},"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":"","og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"Article","isEnabled":true},"graphs":[]},"schema_type":"default","schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":"-1","robots_max_videopreview":"-1","robots_max_imagepreview":"large","priority":null,"frequency":"default","location":null,"local_seo":null,"breadcrumb_settings":null,"limit_modified_date":false,"ai":{"faqs":[],"keyPoints":[],"schemas":[],"titles":[],"descriptions":[],"socialPosts":{"email":{"subject":"","preview":"","content":""},"linkedin":[],"twitter":[],"facebook":[],"instagram":[]}},"created":"2026-07-30 07:32:45","updated":"2026-09-04 09:15:29","seo_analyzer_scan_date":null,"focus_keyword":null,"additional_keywords":null,"truseo_locale":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/sdg.neuromagic.com\" title=\"Home\">Home<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/sdg.neuromagic.com\/en\/category\/servicedesign-jp\/\" title=\"\u30b5\u30fc\u30d3\u30b9\u30c7\u30b6\u30a4\u30f3\">\u30b5\u30fc\u30d3\u30b9\u30c7\u30b6\u30a4\u30f3<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\tPart 2: Website Renewal in the AI Era \u2014 Defining the Role of Digital Touchpoints and Focusing on the Bottleneck\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/sdg.neuromagic.com"},{"label":"\u30b5\u30fc\u30d3\u30b9\u30c7\u30b6\u30a4\u30f3","link":"https:\/\/sdg.neuromagic.com\/en\/category\/servicedesign-jp\/"},{"label":"Part 2: Website Renewal in the AI Era \u2014 Defining the Role of Digital Touchpoints and Focusing on the Bottleneck","link":"https:\/\/sdg.neuromagic.com\/en\/blog-site-renewal-ai-era-2\/"}],"jetpack_shortlink":"https:\/\/wp.me\/pc2Y1l-4i9","jetpack-related-posts":[{"id":16452,"url":"https:\/\/sdg.neuromagic.com\/en\/blog-site-renewal-ai-era-1\/","url_meta":{"origin":16501,"position":0},"title":"Part 1: Website Renewal in the AI Era \u2014 Before Rebuilding, Ask Which Business Challenge You&#8217;re Solving","author":"Aya Eguchi","date":"2026\u5e747\u670828\u65e5","format":false,"excerpt":"Website renewals should be viewed not merely as de\u2026","rel":"","context":"In &quot;\u30b5\u30fc\u30d3\u30b9\u30c7\u30b6\u30a4\u30f3&quot;","block_context":{"text":"\u30b5\u30fc\u30d3\u30b9\u30c7\u30b6\u30a4\u30f3","link":"https:\/\/sdg.neuromagic.com\/en\/category\/servicedesign-jp\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/07\/804c48a078e3a628100d2d375d91a8f3.jpg?fit=1200%2C686&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/07\/804c48a078e3a628100d2d375d91a8f3.jpg?fit=1200%2C686&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/07\/804c48a078e3a628100d2d375d91a8f3.jpg?fit=1200%2C686&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/07\/804c48a078e3a628100d2d375d91a8f3.jpg?fit=1200%2C686&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/07\/804c48a078e3a628100d2d375d91a8f3.jpg?fit=1200%2C686&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":16422,"url":"https:\/\/sdg.neuromagic.com\/en\/sustainabilitystrategy_ai\/","url_meta":{"origin":16501,"position":1},"title":"How Can Companies Balance Electricity Consumption and Decarbonization? Sustainability Strategy in the Age of Generative AI","author":"noemiminami22f21ddfd4","date":"2026\u5e747\u670821\u65e5","format":false,"excerpt":"As the use of generative AI rapidly expands, discu\u2026","rel":"","context":"In &quot;all&quot;","block_context":{"text":"all","link":"https:\/\/sdg.neuromagic.com\/en\/category\/all\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/07\/38.png?fit=1200%2C630&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/07\/38.png?fit=1200%2C630&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/07\/38.png?fit=1200%2C630&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/07\/38.png?fit=1200%2C630&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/07\/38.png?fit=1200%2C630&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":16615,"url":"https:\/\/sdg.neuromagic.com\/en\/blog-geo-llmo-basics\/","url_meta":{"origin":16501,"position":2},"title":"What Are GEO and LLMO? How to Build a Site That Gets &#8220;Cited&#8221; in the Age of AI Search","author":"naokiyamada46dd0fc6ba","date":"2026\u5e748\u670821\u65e5","format":false,"excerpt":"AI-powered search \u2014 ChatGPT, Google's AI Overviews\u2026","rel":"","context":"In &quot;\u30b5\u30fc\u30d3\u30b9\u30c7\u30b6\u30a4\u30f3&quot;","block_context":{"text":"\u30b5\u30fc\u30d3\u30b9\u30c7\u30b6\u30a4\u30f3","link":"https:\/\/sdg.neuromagic.com\/en\/category\/servicedesign-jp\/"},"img":{"alt_text":"AI\u6642\u4ee3\u306b\u304a\u3051\u308b\u691c\u7d22\u7d50\u679c\u3001\u30e6\u30fc\u30b6\u30fc\u884c\u52d5\u306e\u5909\u5316\u3068\u305d\u306e\u5bfe\u7b56","src":"https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/08\/ball-line4-2.jpg?fit=1200%2C686&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/08\/ball-line4-2.jpg?fit=1200%2C686&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/08\/ball-line4-2.jpg?fit=1200%2C686&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/08\/ball-line4-2.jpg?fit=1200%2C686&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/08\/ball-line4-2.jpg?fit=1200%2C686&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":5724,"url":"https:\/\/sdg.neuromagic.com\/en\/case-united-arrows\/","url_meta":{"origin":16501,"position":3},"title":"Refreshing Recruitment for Major Japanese Fashion Retailer, United Arrows Ltd.","author":"shuichiishikawa","date":"2021\u5e743\u670818\u65e5","format":false,"excerpt":"We incorporated service design and user research t\u2026","rel":"","context":"In &quot;Workshops&quot;","block_context":{"text":"Workshops","link":"https:\/\/sdg.neuromagic.com\/en\/category\/workshops\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2021\/03\/Copy-of-Top-5-Service-Design-Books-Banner-2.png?fit=1200%2C392&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2021\/03\/Copy-of-Top-5-Service-Design-Books-Banner-2.png?fit=1200%2C392&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2021\/03\/Copy-of-Top-5-Service-Design-Books-Banner-2.png?fit=1200%2C392&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2021\/03\/Copy-of-Top-5-Service-Design-Books-Banner-2.png?fit=1200%2C392&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2021\/03\/Copy-of-Top-5-Service-Design-Books-Banner-2.png?fit=1200%2C392&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":15357,"url":"https:\/\/sdg.neuromagic.com\/en\/seo_llmo\/","url_meta":{"origin":16501,"position":4},"title":"What&#8217;s the Difference Between SEO and LLMO? Three Axes Changing in the Age of AI Search","author":"noemiminami22f21ddfd4","date":"2026\u5e746\u670818\u65e5","format":false,"excerpt":"Have you ever been asked in an internal meeting wh\u2026","rel":"","context":"In &quot;all&quot;","block_context":{"text":"all","link":"https:\/\/sdg.neuromagic.com\/en\/category\/all\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/06\/image-3.png?fit=1200%2C686&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/06\/image-3.png?fit=1200%2C686&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/06\/image-3.png?fit=1200%2C686&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/06\/image-3.png?fit=1200%2C686&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/06\/image-3.png?fit=1200%2C686&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":13961,"url":"https:\/\/sdg.neuromagic.com\/en\/if-making-becomes-easier-with-ai-what-skills-matter-most\/","url_meta":{"origin":16501,"position":5},"title":"If Making Becomes Easier with AI, What Skills Matter Most?","author":"noemiminami22f21ddfd4","date":"2026\u5e745\u67081\u65e5","format":false,"excerpt":"On April 17, 2026, Anthropic released \u201cClaude Desi\u2026","rel":"","context":"In &quot;all&quot;","block_context":{"text":"all","link":"https:\/\/sdg.neuromagic.com\/en\/category\/all\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/05\/ai_1.png?fit=1200%2C630&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/05\/ai_1.png?fit=1200%2C630&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/05\/ai_1.png?fit=1200%2C630&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/05\/ai_1.png?fit=1200%2C630&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/05\/ai_1.png?fit=1200%2C630&ssl=1&resize=1050%2C600 3x"},"classes":[]}],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/sdg.neuromagic.com\/wp-content\/uploads\/2026\/07\/e8a49121693017bb5cc5ac7f1c5469ad.jpg?fit=2688%2C1536&ssl=1","_links":{"self":[{"href":"https:\/\/sdg.neuromagic.com\/wp-json\/wp\/v2\/posts\/16501","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sdg.neuromagic.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sdg.neuromagic.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sdg.neuromagic.com\/wp-json\/wp\/v2\/users\/187230496"}],"replies":[{"embeddable":true,"href":"https:\/\/sdg.neuromagic.com\/wp-json\/wp\/v2\/comments?post=16501"}],"version-history":[{"count":10,"href":"https:\/\/sdg.neuromagic.com\/wp-json\/wp\/v2\/posts\/16501\/revisions"}],"predecessor-version":[{"id":16720,"href":"https:\/\/sdg.neuromagic.com\/wp-json\/wp\/v2\/posts\/16501\/revisions\/16720"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/sdg.neuromagic.com\/wp-json\/wp\/v2\/media\/16403"}],"wp:attachment":[{"href":"https:\/\/sdg.neuromagic.com\/wp-json\/wp\/v2\/media?parent=16501"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sdg.neuromagic.com\/wp-json\/wp\/v2\/categories?post=16501"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sdg.neuromagic.com\/wp-json\/wp\/v2\/tags?post=16501"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}