{"id":584,"date":"2026-07-20T07:52:32","date_gmt":"2026-07-20T07:52:32","guid":{"rendered":"https:\/\/linqin.ai\/blog\/how-to-export-linkedin-contacts\/"},"modified":"2026-07-21T00:48:54","modified_gmt":"2026-07-21T00:48:54","slug":"how-to-export-linkedin-contacts","status":"publish","type":"post","link":"https:\/\/linqin.ai\/blog\/how-to-export-linkedin-contacts\/","title":{"rendered":"How to Export LinkedIn Contacts: Your 2026 Guide"},"content":{"rendered":"<p>You usually reach the same point right before a campaign starts. Your LinkedIn network is valuable, your CRM is half-updated, and someone on the team asks for a clean contact list by the end of the day. Then the friction starts. LinkedIn gives you one kind of export, Sales Navigator gives you a different kind of visibility, and the tools that promise \u201cemails in one click\u201d usually skip the part where they might put your account at risk.<\/p>\n<p>That&#039;s why knowing <strong>how to export LinkedIn contacts<\/strong> matters in practice, not just in theory. A founder preparing investor follow-ups, a sales lead building a warm outbound list, and a marketer trying to sync relationship data into HubSpot all run into the same problem. The data exists, but it&#039;s fragmented, privacy-limited, and easy to mishandle.<\/p>\n<p>The reliable path starts with understanding what LinkedIn officially gives you, what it withholds, and where the compliance line sits. If your broader workflow also depends on turning LinkedIn activity into pipeline, a solid <a href=\"https:\/\/linqin.ai\/learn\/linkedin-lead-generation-strategy-guide\">LinkedIn lead generation strategy<\/a> matters just as much as the export itself.<\/p>\n<h2>Table of Contents<\/h2>\n<ul>\n<li><a href=\"#introduction-to-exporting-linkedin-contacts\">Introduction to Exporting LinkedIn Contacts<\/a><ul>\n<li><a href=\"#why-this-matters-for-outreach\">Why this matters for outreach<\/a><\/li>\n<li><a href=\"#the-real-friction-points\">The real friction points<\/a><\/li>\n<\/ul>\n<\/li>\n<li><a href=\"#official-data-export-process\">Official Data Export Process<\/a><ul>\n<li><a href=\"#what-the-native-export-actually-includes\">What the native export actually includes<\/a><\/li>\n<li><a href=\"#the-exact-clicks-that-work\">The exact clicks that work<\/a><\/li>\n<li><a href=\"#what-to-expect-after-the-request\">What to expect after the request<\/a><\/li>\n<\/ul>\n<\/li>\n<li><a href=\"#exporting-from-sales-navigator\">Exporting from Sales Navigator<\/a><ul>\n<li><a href=\"#what-sales-navigator-changes\">What Sales Navigator changes<\/a><\/li>\n<li><a href=\"#a-practical-workflow-for-lead-lists\">A practical workflow for lead lists<\/a><\/li>\n<li><a href=\"#how-experienced-teams-handle-the-gap\">How experienced teams handle the gap<\/a><\/li>\n<\/ul>\n<\/li>\n<li><a href=\"#browser-and-third-party-alternatives\">Browser and Third-Party Alternatives<\/a><ul>\n<li><a href=\"#where-unofficial-tools-help-and-where-they-fail\">Where unofficial tools help and where they fail<\/a><\/li>\n<li><a href=\"#a-simple-risk-filter-before-you-use-any-tool\">A simple risk filter before you use any tool<\/a><\/li>\n<\/ul>\n<\/li>\n<li><a href=\"#troubleshooting-and-privacy-considerations\">Troubleshooting and Privacy Considerations<\/a><ul>\n<li><a href=\"#when-the-export-file-is-late-or-incomplete\">When the export file is late or incomplete<\/a><\/li>\n<li><a href=\"#privacy-rules-that-matter-in-the-real-world\">Privacy rules that matter in the real world<\/a><\/li>\n<li><a href=\"#safe-handling-after-export\">Safe handling after export<\/a><\/li>\n<\/ul>\n<\/li>\n<li><a href=\"#preparing-data-for-crm-import-and-next-steps\">Preparing Data for CRM Import and Next Steps<\/a><ul>\n<li><a href=\"#clean-the-file-before-you-import-it\">Clean the file before you import it<\/a><\/li>\n<li><a href=\"#use-engagement-to-create-better-follow-up-lists\">Use engagement to create better follow-up lists<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><a id=\"introduction-to-exporting-linkedin-contacts\"><\/a><\/p>\n<h2>Introduction to Exporting LinkedIn Contacts<\/h2>\n<p>Those who search for <strong>how to export LinkedIn contacts<\/strong> seldom do so merely out of curiosity. They need the list for something immediate. Maybe they&#039;re moving connections into a CRM, maybe they want a backup before cleaning up an account, or maybe they finally realized their best leads are already inside their first-degree network.<\/p>\n<p>The problem is that LinkedIn&#039;s export flow sounds simpler than it feels. You click a few menus, request an archive, and expect a ready-to-use prospecting file. What you get is a privacy-limited snapshot of your own network. That&#039;s useful, but only if you go in with the right expectations.<\/p>\n<p><a id=\"why-this-matters-for-outreach\"><\/a><\/p>\n<h3>Why this matters for outreach<\/h3>\n<p>A clean export helps with several practical jobs:<\/p>\n<ul>\n<li><strong>Network backup:<\/strong> You keep a usable record of the people you&#039;ve already connected with.<\/li>\n<li><strong>CRM prep:<\/strong> You can map names, headlines, and profile URLs into systems like HubSpot or Salesforce.<\/li>\n<li><strong>Segmentation:<\/strong> You can sort first-degree connections by company, role, or relationship date.<\/li>\n<li><strong>Manual follow-up:<\/strong> Even without full contact data, you can build warm outreach queues from people who already know your name.<\/li>\n<\/ul>\n<blockquote>\n<p>The biggest mistake is treating a LinkedIn export like a complete lead database. It isn&#039;t one.<\/p>\n<\/blockquote>\n<p><a id=\"the-real-friction-points\"><\/a><\/p>\n<h3>The real friction points<\/h3>\n<p>Three issues trip people up again and again.<\/p>\n<p>First, the native export is compliant and easy enough to request, but it&#039;s limited. Second, Sales Navigator is strong for building target lists, but that doesn&#039;t mean it offers the same kind of downloadable contact file people expect. Third, third-party scraping tools still get marketed as shortcuts long after compliance standards were updated.<\/p>\n<p>If you know those trade-offs before you start, the rest becomes straightforward.<\/p>\n<p><a id=\"official-data-export-process\"><\/a><\/p>\n<h2>Official Data Export Process<\/h2>\n<p>The most reliable method is still LinkedIn&#039;s own export tool. It&#039;s the one workflow that stays inside the platform&#039;s rules, and it&#039;s built for account owners who want a copy of their own connection data.<\/p>\n<p><figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/linqin.ai\/blog\/wp-content\/uploads\/2026\/07\/how-to-export-linkedin-contacts-data-privacy.jpg\" alt=\"An infographic showing four steps to download your personal data from your LinkedIn account settings page.\" \/><\/figure><\/p>\n<p><a id=\"what-the-native-export-actually-includes\"><\/a><\/p>\n<h3>What the native export actually includes<\/h3>\n<p>LinkedIn states in its <a rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/www.linkedin.com\/help\/linkedin\/answer\/a566336\/export-connections-from-linkedin\">official help page for exporting connections<\/a> that its native data export feature delivers a connections file in CSV format within <strong>10\u201315 minutes<\/strong> of request submission for most users, with a <strong>maximum processing window of 24 hours<\/strong> in rare cases. The downloaded archive is a ZIP file containing <strong>Connections.csv<\/strong>, which includes core profile data for first-degree connections but <strong>does not include email addresses unless those emails were explicitly shared and stored in your LinkedIn contact list<\/strong>.<\/p>\n<p>That last part matters more than most tutorials admit. If your goal is lead generation, the file is often useful for relationship mapping, but not enough for direct email outreach on its own.<\/p>\n<p><a id=\"the-exact-clicks-that-work\"><\/a><\/p>\n<h3>The exact clicks that work<\/h3>\n<p>Use this path inside LinkedIn:<\/p>\n<ol>\n<li>Click <strong>Me<\/strong> in the top navigation.<\/li>\n<li>Open <strong>Settings &amp; Privacy<\/strong>.<\/li>\n<li>Go to <strong>Data Privacy<\/strong>.<\/li>\n<li>Select <strong>Get a copy of your data<\/strong>.<\/li>\n<li>Choose <strong>Connections<\/strong>.<\/li>\n<li>Submit the archive request.<\/li>\n<li>Complete identity verification if LinkedIn asks for your password again.<\/li>\n<li>Download the ZIP archive when LinkedIn sends the link.<\/li>\n<\/ol>\n<p>LinkedIn uses this process as part of its account data access and privacy controls, so the verification step isn&#039;t optional when prompted. It&#039;s there to make sure only the account owner gets the archive.<\/p>\n<p><a id=\"what-to-expect-after-the-request\"><\/a><\/p>\n<h3>What to expect after the request<\/h3>\n<p>After you submit, don&#039;t keep refreshing random pages looking for it. Watch your email and the LinkedIn download screen. When the archive is ready, download the ZIP and open <strong>Connections.csv<\/strong> in Excel, Google Sheets, or your import tool of choice.<\/p>\n<p>A quick walkthrough helps if you want a visual reference before clicking through the settings:<\/p>\n\n\n<blockquote>\n<p><strong>Practical rule:<\/strong> Export first. Inspect the columns second. Plan outreach third. People waste time when they build the campaign before checking what data actually made it into the file.<\/p>\n<\/blockquote>\n<p><a id=\"exporting-from-sales-navigator\"><\/a><\/p>\n<h2>Exporting from Sales Navigator<\/h2>\n<p>Sales Navigator changes the list-building side of the workflow, but it doesn&#039;t magically provide a fully compliant bulk export of lead records in the way many users hope. That&#039;s where confusion usually starts.<\/p>\n<p><figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/linqin.ai\/blog\/wp-content\/uploads\/2026\/07\/how-to-export-linkedin-contacts-leads-export.jpg\" alt=\"A digital tablet displaying a LinkedIn Sales Navigator leads list with an export button being pressed.\" \/><\/figure><\/p>\n<p><a id=\"what-sales-navigator-changes\"><\/a><\/p>\n<h3>What Sales Navigator changes<\/h3>\n<p>Sales Navigator is excellent for filtering and saving prospect lists. It helps you define the right audience, tag accounts, and organize outreach around intent, company fit, or role. But list visibility inside Sales Navigator isn&#039;t the same thing as a sanctioned contact export.<\/p>\n<p>As noted in the <a rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/www.youtube.com\/watch?v=Kke0J_sr30s\">2026 explanation of LinkedIn export limits<\/a>, LinkedIn&#039;s native export tool supports only <strong>first-degree connections<\/strong> and excludes <strong>second- or third-degree profiles, search results, or Sales Navigator leads<\/strong>. That&#039;s the line that matters. If the people live in saved lead searches rather than your first-degree network, the standard export won&#039;t pull them.<\/p>\n<p><a id=\"a-practical-workflow-for-lead-lists\"><\/a><\/p>\n<h3>A practical workflow for lead lists<\/h3>\n<p>The best way to work with Sales Navigator is to treat it as your targeting layer, not your download layer.<\/p>\n<p>Use a process like this:<\/p>\n\n<figure class=\"wp-block-table\"><table><tr>\n<th>Task<\/th>\n<th>What to do<\/th>\n<th>Why it helps<\/th>\n<\/tr>\n<tr>\n<td>Build filters<\/td>\n<td>Narrow by title, company, geography, or account list<\/td>\n<td>Reduces cleanup later<\/td>\n<\/tr>\n<tr>\n<td>Save leads<\/td>\n<td>Save only the people tied to a real campaign<\/td>\n<td>Keeps the list focused<\/td>\n<\/tr>\n<tr>\n<td>Tag thoughtfully<\/td>\n<td>Use campaign, industry, or priority tags<\/td>\n<td>Makes handoff cleaner<\/td>\n<\/tr>\n<tr>\n<td>Sync selectively<\/td>\n<td>Push relevant records into your CRM through approved workflows<\/td>\n<td>Avoids messy duplicates<\/td>\n<\/tr>\n<\/table><\/figure>\n<p>This is slower than grabbing a CSV from a scraper, but it&#039;s cleaner and easier to defend internally.<\/p>\n<p><a id=\"how-experienced-teams-handle-the-gap\"><\/a><\/p>\n<h3>How experienced teams handle the gap<\/h3>\n<p>Most mature teams do one of three things with Sales Navigator data:<\/p>\n<ul>\n<li><strong>Manual review for high-value lists:<\/strong> Best when quality matters more than volume.<\/li>\n<li><strong>CRM-based workflows:<\/strong> Better for organizations already using approved sales systems.<\/li>\n<li><strong>Hybrid outreach:<\/strong> Use Sales Navigator for targeting, then message on-platform instead of forcing an email-first sequence.<\/li>\n<\/ul>\n<p>If you&#039;re hoping for one-click export of every saved lead with full contact detail, Sales Navigator won&#039;t give you that through the same compliant path as your first-degree connection archive. That&#039;s not a bug. It&#039;s the boundary.<\/p>\n<p><a id=\"browser-and-third-party-alternatives\"><\/a><\/p>\n<h2>Browser and Third-Party Alternatives<\/h2>\n<p>Many guides often lack thoroughness on this point. They mention browser extensions and scraping tools as \u201coptions\u201d without being clear about the cost of using them. Convenience is real. So is risk.<\/p>\n<p><figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/linqin.ai\/blog\/wp-content\/uploads\/2026\/07\/how-to-export-linkedin-contacts-risk-assessment.jpg\" alt=\"An illustration weighing the convenience of browser extensions against the privacy risks of third-party tools.\" \/><\/figure><\/p>\n<p><a id=\"where-unofficial-tools-help-and-where-they-fail\"><\/a><\/p>\n<h3>Where unofficial tools help and where they fail<\/h3>\n<p>Third-party tools typically promise one of three outcomes: broader exports, access to search result data, or email enrichment. In practice, they can speed up list collection, but they also introduce policy and account-safety concerns that too many tutorials treat as a footnote.<\/p>\n<p>A <a rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/phantombuster.com\/blog\/linkedin-automation\/export-linkedin-connections-allowed\/\">PhantomBuster analysis of LinkedIn export compliance<\/a> notes that many older automation methods became unreliable or non-compliant after LinkedIn tightened API access and deprecated scraping-friendly workflows in <strong>2024\u20132025<\/strong>. It also makes the core trade-off plain: <strong>only the official feature remains compliant<\/strong>, but its missing email data pushes teams toward manual outreach or CRM alternatives.<\/p>\n<p>That&#039;s the actual decision. Not \u201cmanual vs automated.\u201d It&#039;s <strong>compliant but limited<\/strong> versus <strong>broader but risky<\/strong>.<\/p>\n<p><a id=\"a-simple-risk-filter-before-you-use-any-tool\"><\/a><\/p>\n<h3>A simple risk filter before you use any tool<\/h3>\n<p>When evaluating an extension or scraping product, check these questions:<\/p>\n<ul>\n<li><strong>Does it rely on unofficial scraping?<\/strong> If yes, assume policy exposure.<\/li>\n<li><strong>Does it claim email extraction from LinkedIn pages?<\/strong> Treat that as a red flag unless your legal and ops teams are comfortable with the method.<\/li>\n<li><strong>Does it fit your scale?<\/strong> A founder testing a tiny workflow faces a different decision than a sales team operating multiple seats.<\/li>\n<li><strong>Does it have a non-scraping fallback?<\/strong> Better tools usually connect to approved systems or support manual review.<\/li>\n<\/ul>\n<p>If your use case includes direct action inside LinkedIn rather than exporting raw contact data, tools built around safer engagement workflows are a different category. For example, the <a href=\"https:\/\/linqin.ai\/extension\">Linqin Chrome extension<\/a> is designed for commenting and rewriting inside LinkedIn rather than scraping contact records.<\/p>\n<blockquote>\n<p>Low-friction export tools are tempting because they collapse several manual steps into one click. That same one click is often where compliance problems begin.<\/p>\n<\/blockquote>\n<p><a id=\"troubleshooting-and-privacy-considerations\"><\/a><\/p>\n<h2>Troubleshooting and Privacy Considerations<\/h2>\n<p>Even when you stick to the official route, the export process can still be annoying. Sometimes the archive is delayed. Sometimes the CSV opens with broken formatting in spreadsheet software. Sometimes the file is technically correct but still not useful for the outreach workflow you had in mind.<\/p>\n<p><figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/linqin.ai\/blog\/wp-content\/uploads\/2026\/07\/how-to-export-linkedin-contacts-data-recovery.jpg\" alt=\"A digital illustration showing a broken file, a secure padlock, and a box of organized digital files.\" \/><\/figure><\/p>\n<p><a id=\"when-the-export-file-is-late-or-incomplete\"><\/a><\/p>\n<h3>When the export file is late or incomplete<\/h3>\n<p>Start with the simplest checks.<\/p>\n<ul>\n<li><strong>Reconfirm the request:<\/strong> Make sure the archive request completed and that you passed any password re-entry step.<\/li>\n<li><strong>Download the ZIP again:<\/strong> Corrupted downloads happen. A fresh download often fixes opening issues.<\/li>\n<li><strong>Open the CSV in another app:<\/strong> Excel, Google Sheets, and Numbers don&#039;t always interpret the same file the same way.<\/li>\n<li><strong>Inspect the raw file:<\/strong> If columns look off, open the CSV in a plain text editor and check whether separators or line breaks are malformed.<\/li>\n<\/ul>\n<p>If the archive doesn&#039;t arrive quickly, wait before repeating the request. LinkedIn&#039;s official timing is already covered earlier, and duplicate requests can create confusion about which file is current.<\/p>\n<p><a id=\"privacy-rules-that-matter-in-the-real-world\"><\/a><\/p>\n<h3>Privacy rules that matter in the real world<\/h3>\n<p>The most common frustration is missing email addresses. That isn&#039;t an error. It&#039;s part of the product design.<\/p>\n<p>A practical <a rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/contactzilla.com\/blog\/export-linkedin-contacts-guide\">guide to LinkedIn contact export limitations<\/a> points out that many tutorials fail to explain the critical limitation that <strong>Connections.csv does not include email addresses for privacy reasons<\/strong>, which leaves users without a clear path to retrieve emails unless they use third-party tools or do manual lookup.<\/p>\n<p>That means your next step depends on your actual goal:<\/p>\n\n<figure class=\"wp-block-table\"><table><tr>\n<th>Goal<\/th>\n<th>Best next move<\/th>\n<\/tr>\n<tr>\n<td>Back up your network<\/td>\n<td>Keep the CSV as-is<\/td>\n<\/tr>\n<tr>\n<td>Import relationship data into a CRM<\/td>\n<td>Map available fields and enrich later<\/td>\n<\/tr>\n<tr>\n<td>Start warm outreach<\/td>\n<td>Use LinkedIn messaging first<\/td>\n<\/tr>\n<tr>\n<td>Build an email sequence<\/td>\n<td>Source emails through consent-based or approved enrichment workflows<\/td>\n<\/tr>\n<\/table><\/figure>\n<blockquote>\n<p>If a contact didn&#039;t explicitly share an email in a way LinkedIn stores for export, treat that absence as a privacy boundary, not a data-cleaning problem.<\/p>\n<\/blockquote>\n<p><a id=\"safe-handling-after-export\"><\/a><\/p>\n<h3>Safe handling after export<\/h3>\n<p>Once the file is downloaded, store it like customer data.<\/p>\n<ul>\n<li><strong>Limit access:<\/strong> Only people who need the file should have it.<\/li>\n<li><strong>Label the source:<\/strong> Note that it came from LinkedIn connection export, not a verified email database.<\/li>\n<li><strong>Avoid assumption-based enrichment:<\/strong> Don&#039;t guess emails from company domains and call the list clean.<\/li>\n<li><strong>Respect account rules:<\/strong> If a method requires covert scraping behavior, it&#039;s usually a sign to stop.<\/li>\n<\/ul>\n<p><a id=\"preparing-data-for-crm-import-and-next-steps\"><\/a><\/p>\n<h2>Preparing Data for CRM Import and Next Steps<\/h2>\n<p>Once the CSV is in hand, the useful work starts. Avoid importing the raw file directly into a CRM. Clean it first, map it second, and only then push records into your system.<\/p>\n<p><a id=\"clean-the-file-before-you-import-it\"><\/a><\/p>\n<h3>Clean the file before you import it<\/h3>\n<p>A practical prep flow looks like this:<\/p>\n<ol>\n<li>Remove empty rows and duplicate profiles.<\/li>\n<li>Standardize header names so they match your CRM fields.<\/li>\n<li>Split combined values if your CRM expects separate fields.<\/li>\n<li>Keep the LinkedIn profile URL intact. It&#039;s often the most useful unique identifier in the file.<\/li>\n<li>Tag the import source clearly so your team knows these were exported LinkedIn connections.<\/li>\n<\/ol>\n<p>CRM clutter compounds fast; a sloppy import creates duplicate contacts, weak segmentation, and confusing ownership.<\/p>\n<p><a id=\"use-engagement-to-create-better-follow-up-lists\"><\/a><\/p>\n<h3>Use engagement to create better follow-up lists<\/h3>\n<p>The smarter play is to combine exported relationship data with fresh engagement signals. That gives sales and growth teams a warmer follow-up queue than a flat list of names.<\/p>\n<p>Linqin notes on its <a href=\"https:\/\/linqin.ai\/features\/ai-comment-agent\">AI comment agent feature page<\/a> that commenting on high-visibility posts generates <strong>borrowed reach<\/strong>, and that a single thoughtful comment on a post with <strong>10,000 readers<\/strong> puts your name in front of exactly <strong>those 10,000 people<\/strong>. That&#039;s why many strong LinkedIn operators don&#039;t rely only on static exports. They pair exports with active visibility.<\/p>\n<p>For teams building outreach after import, a good companion resource is this <a href=\"https:\/\/linqin.ai\/learn\/linkedin-dm-outreach-strategy-guide\">LinkedIn DM outreach strategy guide<\/a>. It helps turn connection data into conversations instead of just another spreadsheet.<\/p>\n<p>If you want to grow linkedin while you sleep, the key isn&#039;t exporting once and hoping the list stays useful. It&#039;s building a repeatable system where your network data, engagement signals, and follow-up workflow stay connected.<\/p>\n<hr>\n<p>If you want to grow linkedin while you sleep, <a href=\"https:\/\/linqin.ai\">Linqin<\/a> automates LinkedIn audience growth with AI-driven commenting, posting, and lead tracking so the people engaging with you turn into a warm pipeline instead of disappearing into your notifications. You can start here: <a href=\"https:\/\/linqin.ai\/signup\">grow linkedin while you sleep<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>You usually reach the same point right before a campaign starts. Your LinkedIn network is valuable, your CRM is half-updated, and someone on the team asks for a\u2026<\/p>\n","protected":false},"author":1,"featured_media":583,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[88,87,89,21,23],"class_list":["post-584","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","tag-crm-import","tag-export-linkedin-contacts","tag-linkedin-contacts","tag-linkedin-data-export","tag-sales-navigator"],"_links":{"self":[{"href":"https:\/\/linqin.ai\/blog\/wp-json\/wp\/v2\/posts\/584","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/linqin.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/linqin.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/linqin.ai\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/linqin.ai\/blog\/wp-json\/wp\/v2\/comments?post=584"}],"version-history":[{"count":2,"href":"https:\/\/linqin.ai\/blog\/wp-json\/wp\/v2\/posts\/584\/revisions"}],"predecessor-version":[{"id":590,"href":"https:\/\/linqin.ai\/blog\/wp-json\/wp\/v2\/posts\/584\/revisions\/590"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/linqin.ai\/blog\/wp-json\/wp\/v2\/media\/583"}],"wp:attachment":[{"href":"https:\/\/linqin.ai\/blog\/wp-json\/wp\/v2\/media?parent=584"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/linqin.ai\/blog\/wp-json\/wp\/v2\/categories?post=584"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/linqin.ai\/blog\/wp-json\/wp\/v2\/tags?post=584"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}