{"id":9194,"date":"2026-02-19T10:11:46","date_gmt":"2026-02-19T10:11:46","guid":{"rendered":"https:\/\/phantombuster.com\/blog\/?p=9194"},"modified":"2026-02-19T10:11:46","modified_gmt":"2026-02-19T10:11:46","slug":"phantombuster-responsible-architecture","status":"publish","type":"post","link":"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/","title":{"rendered":"How PhantomBuster’s Cloud Architecture Encourages Responsible Use of Automation"},"content":{"rendered":"

From LinkedIn\u2019s perspective, it looks suspicious. Real users spread activity out, browse intermittently, and rarely repeat the same action multiple times in a short span. Also, you need to stay logged in, keep cookies valid, and manually trigger runs. If your session expires mid-run, the workflow stops. If you forget to run it for a week, your baseline shows a gap followed by a catch-up spike.<\/p>\n

Most sales teams assume cloud automation means one thing: speed and scale. You’re not at fault if you think so too, because that’s how it’s been marketed: run more actions, faster, without your browser open.<\/p>\n

But that framing misses the actual value and the underlying risk.<\/p>\n

Cloud automation isn’t about cranking volume overnight; it’s about spreading manageable actions across the workday. Responsible automation in the cloud keeps your activity steady over time instead of in short, dense bursts.<\/p>\n

In PhantomBuster, scheduling, pacing, and daily limits work together inside each Automation so your workflow stays consistent without manual babysitting. Here’s how it reduces risk.<\/p>\n

Why cloud architecture is a safety feature, not just a speed upgrade<\/h2>\n

What’s the real risk\u2014behavioral patterns or technical tricks?<\/h3>\n

LinkedIn typically flags automation through behavioral anomaliesLinkedIn typically flags automation through behavioral anomalies<\/a>, patterns that do not match how humans use the platform, more than through “tool detection.”<\/p>\n

LinkedIn doesn’t behave like a simple counter. It reacts to patterns over time.<\/p><\/blockquote>\n

\u2014 PhantomBuster Product Expert, Brian Moran<\/a><\/p>\n

Every account builds a baseline pattern of use from its history of logins, page views, connection requests, and messages, which we call your Profile Activity DNA<\/strong> (your baseline rhythm). Any sudden deviation from this baseline could be viewed as suspicious.<\/p>\n

Each LinkedIn account has its own activity DNA. Two accounts can behave differently under the same workflow.<\/p><\/blockquote>\n

\u2014 PhantomBuster Product Expert, Brian Moran<\/a><\/p>\n

An account with years of steady engagement often tolerates more activity than a new or recently inactive account.<\/p>\n

Example: In this post<\/a>, Tony Restell describes a restriction after a sudden jump in activity\u2014even though actions were manual. Takeaway: pace matters regardless of tooling.<\/p>\n

Why do browser extensions often create risky patterns?<\/h3>\n

Browser extensions and local automation tools usually run only when you are actively logged in. That creates a practical problem, as you tend to compress actions into short sessions.<\/p>\n

You open LinkedIn, run 50 connection requests in 10 minutes, then close the browser. The next day, you don’t do it because you are busy. The third day, you double your output to compensate for the lost day.<\/p>\n

This produces a slide-and-spike pattern<\/strong>, long gaps followed by surges. In support data and the analysis we linked<\/a>, slide-and-spike patterns are a frequent precursor to LinkedIn disconnections.<\/p>\n

From LinkedIn’s perspective, it looks suspicious. Real users spread activity out, browse intermittently, and rarely repeat the same action multiple times in a short span.<\/p>\n

Also, you need to stay logged in, keep cookies valid, and manually trigger runs. If your session expires mid-run, the workflow stops. If you forget to run it for a week, your baseline shows a gap followed by a catch-up spike<\/a>.<\/p>\n

Some users report more frequent logouts with extensions; see this Reddit thread<\/a> for context.<\/p>\n

My account gets restricted because of false “automation tools” claims<\/a><\/p><\/blockquote>\n

How\u00a0does PhantomBuster’s cloud design support responsible use?<\/h2>\n

How should you pace actions across the day?<\/h3>\n

Because PhantomBuster runs in the cloud, your workflows don’t depend on your laptop or browser being open. This lets you distribute actions across hours instead of compressing them into a single sitting.<\/p>\n

Also, PhantomBuster runs a real browser in the cloud and follows normal user flows, so you can schedule actions across the day without keeping your laptop on.<\/p>\n

Rather than sending actions back-to-back, PhantomBuster spaces steps to create a natural cadence and avoid bursty behavior that often triggers friction. For example, showing up on weekdays, viewing some profiles, sending a small number of connection requests, then stopping.<\/p>\n

You control volume and pacing with built-in PhantomBuster limits: daily action caps, execution windows, and per-step delays.<\/p>\n

Here’s how a browser extension compares to PhantomBuster:<\/p>\n\n\n\n\n\n\n\n\n
Dimension<\/strong><\/th>\nBrowser extension<\/strong><\/th>\nPhantomBuster cloud<\/strong><\/th>\n<\/tr>\n<\/thead>\n
Execution window<\/td>\nOnly when you are active<\/td>\nScheduled, spread over time<\/td>\n<\/tr>\n
Action pacing<\/td>\nManual, often bursty<\/td>\nDelays and pacing controls<\/td>\n<\/tr>\n
Risk of slide-and-spike<\/td>\nHigher (compressed sessions)<\/td>\nLower (steady scheduling)<\/td>\n<\/tr>\n
Behavioral consistency<\/td>\nIrregular, user-dependent<\/td>\nEasier to keep consistent<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

This doesn’t make automation “safe by default.” You still need to set the right cadence. However, the responsible path becomes easier to follow because you don’t have to manually keep your laptop or browser running to stay consistent.<\/p>\n

How should you configure pacing and scheduling safely?<\/h3>\n
    \n
  1. Start with a conservative daily limit<\/a>.<\/strong> If your account has low recent activity, start lower. A common starting point is 10 connection requests per day. Adjust weekly based on how your account behaves.<\/li>\n
  2. Use a stable schedule.<\/strong> Pick a weekday window (for example, business hours) and keep it consistent.<\/li>\n
  3. Prefer smaller daily runs over occasional big runs.<\/strong> Try to avoid slide-and-spike patterns.<\/li>\n
  4. Ramp up slowly.<\/strong> Increase volume gradually over weeks and avoid changing volume and workflow complexity at the same time\u2014otherwise you’ll struggle to diagnose what caused the friction.<\/li>\n
  5. Keep a human in the loop.<\/strong> Automation should support targeting and execution, not replace judgment on who to contact and what to say.<\/li>\n<\/ol>\n

    Avoid slide and spike patterns. Gradual ramps outperform sudden jumps.<\/p><\/blockquote>\n

    \u2014 PhantomBuster Product Expert, Brian Moran<\/a><\/p>\n

    What does this mean for your account safety in practice?<\/h2>\n

    PhantomBuster’s cloud architecture is all about running actions with a steadier rhythm, using limits and pacing controls to avoid the patterns that commonly trigger platform scrutiny.<\/p>\n

    This does not eliminate risk. No architecture can. But it can shift your day-to-day operating mode toward consistency and reduce your chances of restrictions<\/a>.<\/p>\n

    You still need to do your part, though. Configure conservative limits, avoid sudden changes, and watch for early warning signs in the form of session friction<\/strong>, forced logouts, repeated re-auth prompts, or frequent cookie expirations.<\/p>\n

    Responsible automation<\/a> means staying consistent, ramping up slowly, and watching for friction signals. PhantomBuster’s cloud execution makes that approach easier to sustain because the workflow runs the same way every day, not only when someone remembers to click “run.”<\/p>\n

    Frequently asked questions<\/h2>\n

    How is PhantomBuster’s cloud automation different from a LinkedIn browser extension in terms of safety?<\/h3>\n

    PhantomBuster runs workflows in the cloud with scheduling and pacing controls, which helps you avoid dense “all-at-once” activity. Local extensions usually encourage short, high-intensity sessions tied to when your computer is on, which can increase slide-and-spike risk.<\/p>\n

    Why does my LinkedIn Profile Activity DNA matter more than staying under a daily limit?<\/h3>\n

    LinkedIn often evaluates whether your activity matches your account’s baseline rhythm. It’s what we mean by Profile Activity DNA. Sudden activity changes, especially after low activity, can look unnatural and trigger restrictions even when your absolute volume seems reasonable.<\/p>\n

    How does PhantomBuster help reduce slide-and-spike behavior when you automate LinkedIn?<\/h3>\n

    PhantomBuster is built to spread actions over time and support gradual ramp-ups instead of sudden surges. Cloud scheduling, pacing controls, and workflow planning work together to support steady sequences (for example, extract data \u2192 connect \u2192 message) instead of all-in bursts that create slide-and-spike patterns.<\/p>\n

    What is “session friction” on LinkedIn, and what should I do if I see it while automating?<\/h3>\n

    Session friction is an early warning sign, like forced logouts, cookie expirations, or repeated re-auth prompts, that can indicate the platform is reacting to unusual behavior. Treat it as a signal to pause or slow down, and resume close to your baseline.<\/p>\n

    Next: Read our Responsible Automation Framework<\/a> to map your ramp-up plan.<\/p>\n","protected":false},"excerpt":{"rendered":"

    See how phantombuster responsible architecture uses cloud pacing, scheduling, and safe limits to prevent LinkedIn slide-and-spike patterns and reduce risk.”<\/p>\n","protected":false},"author":11,"featured_media":9281,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[30],"tags":[34],"class_list":["post-9194","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-automation","tag-automation"],"acf":[],"yoast_head":"\nHow PhantomBuster\u2019s Cloud Architecture Encourages Responsible Use<\/title>\n<meta name=\"description\" content=\"See how phantombuster responsible architecture uses cloud pacing, scheduling, and safe limits to prevent LinkedIn slide-and-spike patterns and reduce risk.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How PhantomBuster\u2019s Cloud Architecture Encourages Responsible Use\" \/>\n<meta property=\"og:description\" content=\"See how phantombuster responsible architecture uses cloud pacing, scheduling, and safe limits to prevent LinkedIn slide-and-spike patterns and reduce risk.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/\" \/>\n<meta property=\"og:site_name\" content=\"PhantomBuster Blog\" \/>\n<meta property=\"article:published_time\" content=\"2026-02-19T10:11:46+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/phantombuster.com\/blog\/wp-content\/uploads\/2026\/02\/How-PhantomBusters-Cloud-Architecture-Encourages-Responsible-Use-of-Automation.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"800\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"Julia Estrella\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Julia Estrella\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":[\"Article\",\"BlogPosting\"],\"@id\":\"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/\"},\"author\":{\"name\":\"Julia Estrella\",\"@id\":\"https:\/\/phantombuster.com\/blog\/#\/schema\/person\/0149648db8c80031f255d28011c506f3\"},\"headline\":\"How PhantomBuster’s Cloud Architecture Encourages Responsible Use of Automation\",\"datePublished\":\"2026-02-19T10:11:46+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/\"},\"wordCount\":1285,\"image\":{\"@id\":\"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/phantombuster.com\/blog\/wp-content\/uploads\/2026\/02\/How-PhantomBusters-Cloud-Architecture-Encourages-Responsible-Use-of-Automation.webp\",\"keywords\":[\"automation\"],\"articleSection\":[\"AI Automation\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/\",\"url\":\"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/\",\"name\":\"How PhantomBuster\u2019s Cloud Architecture Encourages Responsible Use\",\"isPartOf\":{\"@id\":\"https:\/\/phantombuster.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/phantombuster.com\/blog\/wp-content\/uploads\/2026\/02\/How-PhantomBusters-Cloud-Architecture-Encourages-Responsible-Use-of-Automation.webp\",\"datePublished\":\"2026-02-19T10:11:46+00:00\",\"author\":{\"@id\":\"https:\/\/phantombuster.com\/blog\/#\/schema\/person\/0149648db8c80031f255d28011c506f3\"},\"description\":\"See how phantombuster responsible architecture uses cloud pacing, scheduling, and safe limits to prevent LinkedIn slide-and-spike patterns and reduce risk.\",\"breadcrumb\":{\"@id\":\"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/#primaryimage\",\"url\":\"https:\/\/phantombuster.com\/blog\/wp-content\/uploads\/2026\/02\/How-PhantomBusters-Cloud-Architecture-Encourages-Responsible-Use-of-Automation.webp\",\"contentUrl\":\"https:\/\/phantombuster.com\/blog\/wp-content\/uploads\/2026\/02\/How-PhantomBusters-Cloud-Architecture-Encourages-Responsible-Use-of-Automation.webp\",\"width\":1200,\"height\":800,\"caption\":\"Image that shows how Phantombuster cloud architecture encourages the use of responsible automation\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Blog\",\"item\":\"https:\/\/phantombuster.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI Automation\",\"item\":\"https:\/\/blogv2.phantombuster.com\/blog\/category\/ai-automation\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"How PhantomBuster’s Cloud Architecture Encourages Responsible Use of Automation\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/phantombuster.com\/blog\/#website\",\"url\":\"https:\/\/phantombuster.com\/blog\/\",\"name\":\"PhantomBuster Blog\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/phantombuster.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/phantombuster.com\/blog\/#\/schema\/person\/0149648db8c80031f255d28011c506f3\",\"name\":\"Julia Estrella\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/phantombuster.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/8dcbbffe9d8be201813e442dd111fd81339570cdb322e92b013bd46bd0b92dfc?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/8dcbbffe9d8be201813e442dd111fd81339570cdb322e92b013bd46bd0b92dfc?s=96&d=mm&r=g\",\"caption\":\"Julia Estrella\"},\"url\":\"https:\/\/phantombuster.com\/blog\/author\/julia-estrella\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"How PhantomBuster\u2019s Cloud Architecture Encourages Responsible Use","description":"See how phantombuster responsible architecture uses cloud pacing, scheduling, and safe limits to prevent LinkedIn slide-and-spike patterns and reduce risk.","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:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/","og_locale":"en_US","og_type":"article","og_title":"How PhantomBuster\u2019s Cloud Architecture Encourages Responsible Use","og_description":"See how phantombuster responsible architecture uses cloud pacing, scheduling, and safe limits to prevent LinkedIn slide-and-spike patterns and reduce risk.","og_url":"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/","og_site_name":"PhantomBuster Blog","article_published_time":"2026-02-19T10:11:46+00:00","og_image":[{"width":1200,"height":800,"url":"https:\/\/phantombuster.com\/blog\/wp-content\/uploads\/2026\/02\/How-PhantomBusters-Cloud-Architecture-Encourages-Responsible-Use-of-Automation.webp","type":"image\/webp"}],"author":"Julia Estrella","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Julia Estrella","Est. reading time":"6 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":["Article","BlogPosting"],"@id":"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/#article","isPartOf":{"@id":"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/"},"author":{"name":"Julia Estrella","@id":"https:\/\/phantombuster.com\/blog\/#\/schema\/person\/0149648db8c80031f255d28011c506f3"},"headline":"How PhantomBuster’s Cloud Architecture Encourages Responsible Use of Automation","datePublished":"2026-02-19T10:11:46+00:00","mainEntityOfPage":{"@id":"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/"},"wordCount":1285,"image":{"@id":"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/#primaryimage"},"thumbnailUrl":"https:\/\/phantombuster.com\/blog\/wp-content\/uploads\/2026\/02\/How-PhantomBusters-Cloud-Architecture-Encourages-Responsible-Use-of-Automation.webp","keywords":["automation"],"articleSection":["AI Automation"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/","url":"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/","name":"How PhantomBuster\u2019s Cloud Architecture Encourages Responsible Use","isPartOf":{"@id":"https:\/\/phantombuster.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/#primaryimage"},"image":{"@id":"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/#primaryimage"},"thumbnailUrl":"https:\/\/phantombuster.com\/blog\/wp-content\/uploads\/2026\/02\/How-PhantomBusters-Cloud-Architecture-Encourages-Responsible-Use-of-Automation.webp","datePublished":"2026-02-19T10:11:46+00:00","author":{"@id":"https:\/\/phantombuster.com\/blog\/#\/schema\/person\/0149648db8c80031f255d28011c506f3"},"description":"See how phantombuster responsible architecture uses cloud pacing, scheduling, and safe limits to prevent LinkedIn slide-and-spike patterns and reduce risk.","breadcrumb":{"@id":"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/#primaryimage","url":"https:\/\/phantombuster.com\/blog\/wp-content\/uploads\/2026\/02\/How-PhantomBusters-Cloud-Architecture-Encourages-Responsible-Use-of-Automation.webp","contentUrl":"https:\/\/phantombuster.com\/blog\/wp-content\/uploads\/2026\/02\/How-PhantomBusters-Cloud-Architecture-Encourages-Responsible-Use-of-Automation.webp","width":1200,"height":800,"caption":"Image that shows how Phantombuster cloud architecture encourages the use of responsible automation"},{"@type":"BreadcrumbList","@id":"https:\/\/phantombuster.com\/blog\/ai-automation\/phantombuster-responsible-architecture\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Blog","item":"https:\/\/phantombuster.com\/blog\/"},{"@type":"ListItem","position":2,"name":"AI Automation","item":"https:\/\/blogv2.phantombuster.com\/blog\/category\/ai-automation\/"},{"@type":"ListItem","position":3,"name":"How PhantomBuster’s Cloud Architecture Encourages Responsible Use of Automation"}]},{"@type":"WebSite","@id":"https:\/\/phantombuster.com\/blog\/#website","url":"https:\/\/phantombuster.com\/blog\/","name":"PhantomBuster Blog","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/phantombuster.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/phantombuster.com\/blog\/#\/schema\/person\/0149648db8c80031f255d28011c506f3","name":"Julia Estrella","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/phantombuster.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/8dcbbffe9d8be201813e442dd111fd81339570cdb322e92b013bd46bd0b92dfc?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/8dcbbffe9d8be201813e442dd111fd81339570cdb322e92b013bd46bd0b92dfc?s=96&d=mm&r=g","caption":"Julia Estrella"},"url":"https:\/\/phantombuster.com\/blog\/author\/julia-estrella\/"}]}},"_links":{"self":[{"href":"https:\/\/phantombuster.com\/blog\/wp-json\/wp\/v2\/posts\/9194","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/phantombuster.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/phantombuster.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/phantombuster.com\/blog\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"https:\/\/phantombuster.com\/blog\/wp-json\/wp\/v2\/comments?post=9194"}],"version-history":[{"count":1,"href":"https:\/\/phantombuster.com\/blog\/wp-json\/wp\/v2\/posts\/9194\/revisions"}],"predecessor-version":[{"id":9282,"href":"https:\/\/phantombuster.com\/blog\/wp-json\/wp\/v2\/posts\/9194\/revisions\/9282"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/phantombuster.com\/blog\/wp-json\/wp\/v2\/media\/9281"}],"wp:attachment":[{"href":"https:\/\/phantombuster.com\/blog\/wp-json\/wp\/v2\/media?parent=9194"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/phantombuster.com\/blog\/wp-json\/wp\/v2\/categories?post=9194"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/phantombuster.com\/blog\/wp-json\/wp\/v2\/tags?post=9194"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}