{"id":4206,"date":"2026-10-17T16:11:53","date_gmt":"2026-10-17T16:11:53","guid":{"rendered":"https:\/\/www.nerdschool.co\/blog\/?p=4206"},"modified":"2026-10-17T16:11:55","modified_gmt":"2026-10-17T16:11:55","slug":"the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working","status":"publish","type":"post","link":"https:\/\/www.nerdschool.co\/blog\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\/","title":{"rendered":"The 5-Minute Lead Rule: How to Stop Losing Hot Customers While You Are Busy Working"},"content":{"rendered":"\n

The biggest leak in most small businesses has nothing to do with bad marketing, expensive ads, or broken websites.<\/p>\n\n\n\n

It comes down to simple math and time.<\/p>\n\n\n\n

A new lead finds you online on a Tuesday afternoon. They fill out your contact form, send an inquiry through your website, or shoot a message to your business page. They are interested right now. Their problem is fresh, their credit card is handy, and they want an answer.<\/p>\n\n\n\n

Then life happens.<\/p>\n\n\n\n

You are out on a job. You are in a meeting with a current client. You are driving to pick up your kids from school or soccer practice. You look at your phone, see the alert, and tell yourself the same thing every busy business owner says:<\/p>\n\n\n\n

“I will call them as soon as I get back to my desk.”<\/p>\n\n\n\n

By the time you sit down four hours later, that lead is gone.<\/p>\n\n\n\n

They did not wait for you. They did not wait because people do not search for help when they want to buy tomorrow. They search when they want help today. While you were driving or finishing a client project, they clicked on the next business on Google, got an immediate response, and booked the appointment.<\/p>\n\n\n\n

The Hard Truth About Speed-to-Lead<\/h2>\n\n\n\n

Industry numbers show that if you reach out to a new lead within five minutes, your chance of converting them into a paying customer is up to seven times higher than if you wait even one hour. After sixty minutes, the trail goes ice cold.<\/p>\n\n\n\n

Most business owners hear that and think: “Does that mean I have to stay glued to my phone every second of the day?”<\/p>\n\n\n\n

No. That is the exact opposite of what you should do.<\/p>\n\n\n\n

If your business requires you to stare at your phone 24\/7 just to survive, you did not build a business. You built a stressful trap.<\/p>\n\n\n\n

You do not need to work harder. You just need a simple system that handles the greeting while you are living your life.<\/p>\n\n\n\n

Where AI and Simple Tech Actually Fit<\/h2>\n\n\n\n

A lot of software companies try to sell you gigantic, confusing platforms with hundred-step workflows and enterprise dashboards. You do not need any of that.<\/p>\n\n\n\n

To fix speed-to-lead, you only need three clean pieces:<\/p>\n\n\n\n

    \n
  1. Instant Acknowledgment<\/strong>
    The moment a form gets filled out, an automated text or email goes out in sixty seconds. Not a robotic receipt. A normal, human message: “Hey, saw your note about [service]. I am on a job site right now, but I want to make sure we get you taken care of. What day this week works best for a quick chat?”<\/li>\n\n\n\n
  2. Smart Lead Qualification<\/strong>
    Instead of spending thirty minutes on the phone with someone who cannot afford your work, let a simple AI chat or interactive form ask two basic questions upfront. You find out what they need and what their timeline looks like before you ever dial their number.<\/li>\n\n\n\n
  3. Instant Notification<\/strong>
    If the lead matches what you do and wants to move forward immediately, your phone gets a single direct ping. You only step in when someone is actually ready to talk business.<\/li>\n<\/ol>\n\n\n\n

    That simple setup keeps the lead warm, answers their immediate need, and prevents them from shopping your competitors while your hands are full.<\/p>\n\n\n\n

    The Three Ways We Help Fix This<\/h2>\n\n\n\n

    Just a reminder, in case you forgot: I help businesses looking to get more customers and retain the ones they already have using practical AI and tech.<\/p>\n\n\n\n

    Every business is at a different stage, so there are three ways we can work together:<\/p>\n\n\n\n

    First, if you like learning at your own pace alongside other everyday business owners, you can join our Nerd School community.<\/a> We break down these exact workflows into bite-sized playbooks you can set up yourself over morning coffee.<\/p>\n\n\n\n

    Second, if you want hands-on guidance to look at your current setup and walk through the tools together, we do 1-on-1 coaching calls<\/a>.<\/p>\n\n\n\n

    Third, if you are busy delivering work and just want the entire lead follow-up and automation engine built and wired directly into your business for you, we handle it Done For You<\/a>.<\/p>\n\n\n\n

    If you are tired of watching hot leads go cold while you are busy running your business, drop me a DM or click the link below to set up a quick call so we can see which path fits you best.<\/p>\n\n\n\n

    Stop letting slow response times steal your hard work. Keep your systems light, protect your time, and let simple tools do the heavy lifting.<\/p>\n\n\n\n

    Same here, still refining our own systems right along with you.

    Contact Us To Help<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

    The biggest leak in most small businesses has nothing to do with bad marketing, expensive ads, or broken websites. It comes down to simple math and time. A new lead finds you online on a Tuesday afternoon. They fill out your contact form, send an inquiry through your website, or shoot a message to your…<\/p>\n","protected":false},"author":1,"featured_media":4207,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-4206","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-insight"],"yoast_head":"\nThe 5-Minute Lead Rule: How to Stop Losing Hot Customers While You Are Busy Working - NerdSchool Blog - Learn to use AI & Tech to Solve Real Problems.<\/title>\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.nerdschool.co\/blog\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The 5-Minute Lead Rule: How to Stop Losing Hot Customers While You Are Busy Working - NerdSchool Blog - Learn to use AI & Tech to Solve Real Problems.\" \/>\n<meta property=\"og:description\" content=\"The biggest leak in most small businesses has nothing to do with bad marketing, expensive ads, or broken websites. It comes down to simple math and time. A new lead finds you online on a Tuesday afternoon. They fill out your contact form, send an inquiry through your website, or shoot a message to your...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.nerdschool.co\/blog\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\/\" \/>\n<meta property=\"og:site_name\" content=\"NerdSchool Blog - Learn to use AI & Tech to Solve Real Problems.\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/christophermorrellwalker\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-10-17T16:11:53+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-10-17T16:11:55+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.nerdschool.co\/blog\/wp-content\/uploads\/speed-to-lead.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1280\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"AI & Tech Guy Next Door\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@ChrstphrWlkr\" \/>\n<meta name=\"twitter:site\" content=\"@ChrstphrWlkr\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"AI & Tech Guy Next Door\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. 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.nerdschool.co\\\/blog\\\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\\\/\"},\"author\":{\"name\":\"AI & Tech Guy Next Door\",\"@id\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/#\\\/schema\\\/person\\\/3514442e3049462a154897bd69c8c0ba\"},\"headline\":\"The 5-Minute Lead Rule: How to Stop Losing Hot Customers While You Are Busy Working\",\"datePublished\":\"2026-10-17T16:11:53+00:00\",\"dateModified\":\"2026-10-17T16:11:55+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\\\/\"},\"wordCount\":786,\"publisher\":{\"@id\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/wp-content\\\/uploads\\\/speed-to-lead.jpg\",\"articleSection\":[\"Insight\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\\\/\",\"url\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\\\/\",\"name\":\"The 5-Minute Lead Rule: How to Stop Losing Hot Customers While You Are Busy Working - NerdSchool Blog - Learn to use AI & Tech to Solve Real Problems.\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/wp-content\\\/uploads\\\/speed-to-lead.jpg\",\"datePublished\":\"2026-10-17T16:11:53+00:00\",\"dateModified\":\"2026-10-17T16:11:55+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/wp-content\\\/uploads\\\/speed-to-lead.jpg\",\"contentUrl\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/wp-content\\\/uploads\\\/speed-to-lead.jpg\",\"width\":1920,\"height\":1280},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"The 5-Minute Lead Rule: How to Stop Losing Hot Customers While You Are Busy Working\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/\",\"name\":\"NerdSchool Blog - Learn to use AI & Tech to Solve Real Problems.\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/#organization\",\"name\":\"NerdSchool.co Blog\",\"url\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/blog.nerdschool.co\\\/wp-content\\\/uploads\\\/ns_logo.png\",\"contentUrl\":\"https:\\\/\\\/blog.nerdschool.co\\\/wp-content\\\/uploads\\\/ns_logo.png\",\"width\":500,\"height\":500,\"caption\":\"NerdSchool.co Blog\"},\"image\":{\"@id\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/christophermorrellwalker\\\/\",\"https:\\\/\\\/x.com\\\/ChrstphrWlkr\",\"https:\\\/\\\/www.instagram.com\\\/christophermorrellwalker\\\/\",\"https:\\\/\\\/www.linkedin.com\\\/in\\\/cmwalker25\\\/\",\"https:\\\/\\\/www.tiktok.com\\\/@christophermorrellwalker\",\"https:\\\/\\\/www.threads.com\\\/@christophermorrellwalker\",\"https:\\\/\\\/www.youtube.com\\\/@christophermorrellwalker\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/#\\\/schema\\\/person\\\/3514442e3049462a154897bd69c8c0ba\",\"name\":\"AI & Tech Guy Next Door\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/e66c01ed412c880b69a3790e73788ecdb459fa592d5fe20320390974c6e60338?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/e66c01ed412c880b69a3790e73788ecdb459fa592d5fe20320390974c6e60338?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/e66c01ed412c880b69a3790e73788ecdb459fa592d5fe20320390974c6e60338?s=96&d=mm&r=g\",\"caption\":\"AI & Tech Guy Next Door\"},\"sameAs\":[\"https:\\\/\\\/blog.nerdschool.co\"],\"url\":\"https:\\\/\\\/www.nerdschool.co\\\/blog\\\/author\\\/admin\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"The 5-Minute Lead Rule: How to Stop Losing Hot Customers While You Are Busy Working - NerdSchool Blog - Learn to use AI & Tech to Solve Real Problems.","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.nerdschool.co\/blog\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\/","og_locale":"en_US","og_type":"article","og_title":"The 5-Minute Lead Rule: How to Stop Losing Hot Customers While You Are Busy Working - NerdSchool Blog - Learn to use AI & Tech to Solve Real Problems.","og_description":"The biggest leak in most small businesses has nothing to do with bad marketing, expensive ads, or broken websites. It comes down to simple math and time. A new lead finds you online on a Tuesday afternoon. They fill out your contact form, send an inquiry through your website, or shoot a message to your...","og_url":"https:\/\/www.nerdschool.co\/blog\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\/","og_site_name":"NerdSchool Blog - Learn to use AI & Tech to Solve Real Problems.","article_publisher":"https:\/\/www.facebook.com\/christophermorrellwalker\/","article_published_time":"2026-10-17T16:11:53+00:00","article_modified_time":"2026-10-17T16:11:55+00:00","og_image":[{"width":1920,"height":1280,"url":"https:\/\/www.nerdschool.co\/blog\/wp-content\/uploads\/speed-to-lead.jpg","type":"image\/jpeg"}],"author":"AI & Tech Guy Next Door","twitter_card":"summary_large_image","twitter_creator":"@ChrstphrWlkr","twitter_site":"@ChrstphrWlkr","twitter_misc":{"Written by":"AI & Tech Guy Next Door","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.nerdschool.co\/blog\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\/#article","isPartOf":{"@id":"https:\/\/www.nerdschool.co\/blog\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\/"},"author":{"name":"AI & Tech Guy Next Door","@id":"https:\/\/www.nerdschool.co\/blog\/#\/schema\/person\/3514442e3049462a154897bd69c8c0ba"},"headline":"The 5-Minute Lead Rule: How to Stop Losing Hot Customers While You Are Busy Working","datePublished":"2026-10-17T16:11:53+00:00","dateModified":"2026-10-17T16:11:55+00:00","mainEntityOfPage":{"@id":"https:\/\/www.nerdschool.co\/blog\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\/"},"wordCount":786,"publisher":{"@id":"https:\/\/www.nerdschool.co\/blog\/#organization"},"image":{"@id":"https:\/\/www.nerdschool.co\/blog\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\/#primaryimage"},"thumbnailUrl":"https:\/\/www.nerdschool.co\/blog\/wp-content\/uploads\/speed-to-lead.jpg","articleSection":["Insight"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.nerdschool.co\/blog\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\/","url":"https:\/\/www.nerdschool.co\/blog\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\/","name":"The 5-Minute Lead Rule: How to Stop Losing Hot Customers While You Are Busy Working - NerdSchool Blog - Learn to use AI & Tech to Solve Real Problems.","isPartOf":{"@id":"https:\/\/www.nerdschool.co\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.nerdschool.co\/blog\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\/#primaryimage"},"image":{"@id":"https:\/\/www.nerdschool.co\/blog\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\/#primaryimage"},"thumbnailUrl":"https:\/\/www.nerdschool.co\/blog\/wp-content\/uploads\/speed-to-lead.jpg","datePublished":"2026-10-17T16:11:53+00:00","dateModified":"2026-10-17T16:11:55+00:00","breadcrumb":{"@id":"https:\/\/www.nerdschool.co\/blog\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.nerdschool.co\/blog\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.nerdschool.co\/blog\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\/#primaryimage","url":"https:\/\/www.nerdschool.co\/blog\/wp-content\/uploads\/speed-to-lead.jpg","contentUrl":"https:\/\/www.nerdschool.co\/blog\/wp-content\/uploads\/speed-to-lead.jpg","width":1920,"height":1280},{"@type":"BreadcrumbList","@id":"https:\/\/www.nerdschool.co\/blog\/the-5-minute-lead-rule-how-to-stop-losing-hot-customers-while-you-are-busy-working\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.nerdschool.co\/blog\/"},{"@type":"ListItem","position":2,"name":"The 5-Minute Lead Rule: How to Stop Losing Hot Customers While You Are Busy Working"}]},{"@type":"WebSite","@id":"https:\/\/www.nerdschool.co\/blog\/#website","url":"https:\/\/www.nerdschool.co\/blog\/","name":"NerdSchool Blog - Learn to use AI & Tech to Solve Real Problems.","description":"","publisher":{"@id":"https:\/\/www.nerdschool.co\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.nerdschool.co\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.nerdschool.co\/blog\/#organization","name":"NerdSchool.co Blog","url":"https:\/\/www.nerdschool.co\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.nerdschool.co\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/blog.nerdschool.co\/wp-content\/uploads\/ns_logo.png","contentUrl":"https:\/\/blog.nerdschool.co\/wp-content\/uploads\/ns_logo.png","width":500,"height":500,"caption":"NerdSchool.co Blog"},"image":{"@id":"https:\/\/www.nerdschool.co\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/christophermorrellwalker\/","https:\/\/x.com\/ChrstphrWlkr","https:\/\/www.instagram.com\/christophermorrellwalker\/","https:\/\/www.linkedin.com\/in\/cmwalker25\/","https:\/\/www.tiktok.com\/@christophermorrellwalker","https:\/\/www.threads.com\/@christophermorrellwalker","https:\/\/www.youtube.com\/@christophermorrellwalker\/"]},{"@type":"Person","@id":"https:\/\/www.nerdschool.co\/blog\/#\/schema\/person\/3514442e3049462a154897bd69c8c0ba","name":"AI & Tech Guy Next Door","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/e66c01ed412c880b69a3790e73788ecdb459fa592d5fe20320390974c6e60338?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/e66c01ed412c880b69a3790e73788ecdb459fa592d5fe20320390974c6e60338?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/e66c01ed412c880b69a3790e73788ecdb459fa592d5fe20320390974c6e60338?s=96&d=mm&r=g","caption":"AI & Tech Guy Next Door"},"sameAs":["https:\/\/blog.nerdschool.co"],"url":"https:\/\/www.nerdschool.co\/blog\/author\/admin\/"}]}},"_links":{"self":[{"href":"https:\/\/www.nerdschool.co\/blog\/wp-json\/wp\/v2\/posts\/4206","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.nerdschool.co\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.nerdschool.co\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.nerdschool.co\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.nerdschool.co\/blog\/wp-json\/wp\/v2\/comments?post=4206"}],"version-history":[{"count":1,"href":"https:\/\/www.nerdschool.co\/blog\/wp-json\/wp\/v2\/posts\/4206\/revisions"}],"predecessor-version":[{"id":4208,"href":"https:\/\/www.nerdschool.co\/blog\/wp-json\/wp\/v2\/posts\/4206\/revisions\/4208"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.nerdschool.co\/blog\/wp-json\/wp\/v2\/media\/4207"}],"wp:attachment":[{"href":"https:\/\/www.nerdschool.co\/blog\/wp-json\/wp\/v2\/media?parent=4206"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nerdschool.co\/blog\/wp-json\/wp\/v2\/categories?post=4206"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nerdschool.co\/blog\/wp-json\/wp\/v2\/tags?post=4206"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}