{"id":997194,"date":"2025-03-21T15:50:00","date_gmt":"2025-03-21T07:50:00","guid":{"rendered":"https:\/\/geetests.com\/article\/top-captcha-alternatives-bot-protection"},"modified":"2026-10-28T15:05:16","modified_gmt":"2026-10-28T07:05:16","slug":"top-captcha-alternatives-bot-protection","status":"publish","type":"post","link":"\/en\/article\/top-captcha-alternatives-bot-protection","title":{"rendered":"11 Best CAPTCHA Alternatives for Better User Experience in 2026"},"content":{"rendered":"<div class=\"vgblk-rw-wrapper limit-wrapper\">\n<p>The best CAPTCHA alternative is not always another puzzle. A low-risk contact form may need only a honeypot and server-side rate controls, while account recovery or a high-demand promotion may need device context, adaptive verification, and a defined step-up action. The right choice depends on what you are protecting, how much friction legitimate users can tolerate, and who will operate the control after launch.<\/p>\n\n\n\n<p>This guide compares 11 CAPTCHA alternatives across managed verification, proof-of-work, passive signals, edge controls, and identity checks. Each option is treated as a different control layer rather than a drop-in substitute for every use case. If your concern is specifically replacing Google, use the narrower guide to <a href=\"https:\/\/www.geetest.com\/en\/article\/best-recaptcha-alternatives\" target=\"_blank\" rel=\"noopener\">reCAPTCHA-specific alternatives<\/a>. For a broader explanation of why static puzzles struggle in enterprise journeys, see the limits of <a href=\"https:\/\/www.geetest.com\/en\/article\/why-traditional-captcha-cannot-satisfy-the-needs-of-enterprises\" target=\"_blank\" rel=\"noopener\">traditional CAPTCHA<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What Counts as a CAPTCHA Alternative?<\/h2>\n\n\n\n<p>A CAPTCHA alternative is any control that reduces automated abuse while lowering or better targeting the burden placed on legitimate users. Some options directly verify human interaction. Others work earlier in the decision path by identifying obvious automation, adding device or behavior signals, slowing repeated requests, or increasing identity assurance.<\/p>\n\n\n\n<p>Those categories should not be collapsed into one promise:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Verification services<\/strong> decide whether to allow, observe, or challenge an interaction.<\/li><li><strong>Passive controls<\/strong> filter obvious spam or automation without showing a task.<\/li><li><strong>Device and behavior signals<\/strong> add context but should not be treated as infallible proof.<\/li><li><strong>WAF and rate controls<\/strong> act on traffic patterns at the edge or origin.<\/li><li><strong>Identity checks<\/strong> confirm control of an account, email, phone, or authenticator; they do not prove that an anonymous visitor is human.<\/li><\/ul>\n\n\n\n<p>If you need the underlying terminology, start with <a href=\"https:\/\/www.geetest.com\/en\/article\/what-is-captcha\" target=\"_blank\" rel=\"noopener\">what CAPTCHA is<\/a> and this overview of common <a href=\"https:\/\/www.geetest.com\/en\/article\/captcha-options\" target=\"_blank\" rel=\"noopener\">CAPTCHA options<\/a>. The goal is not to remove every challenge. It is to reserve the least disruptive effective action for the right level of risk.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">11 Best CAPTCHA Alternatives at a Glance<\/h2>\n\n\n\n<p>The \u201cbest for\u201d labels below are editorial use-case recommendations, not a universal performance ranking. Product features, plans, hosting, and terms change, so verify current documentation during procurement.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>#<\/th><th>CAPTCHA alternative<\/th><th>Best for<\/th><th>Control layer<\/th><th>Typical user interaction<\/th><th>Main caveat<\/th><\/tr><\/thead><tbody><tr><td>1<\/td><td>Honeypot fields<\/td><td>Low-risk forms and comment spam<\/td><td>Passive form control<\/td><td>None<\/td><td>Advanced bots can detect or ignore traps<\/td><\/tr><tr><td>2<\/td><td>Time and velocity rules<\/td><td>Obvious rapid automation<\/td><td>Server-side policy<\/td><td>None<\/td><td>Autofill and atypical users can cause false positives<\/td><\/tr><tr><td>3<\/td><td>Behavioral risk scoring<\/td><td>Selective step-up instead of universal puzzles<\/td><td>Risk signal<\/td><td>None until risk rises<\/td><td>Privacy, drift, explainability, and fallback matter<\/td><\/tr><tr><td>4<\/td><td>Device intelligence<\/td><td>Repeated abuse across accounts or sessions<\/td><td>Device signal<\/td><td>None<\/td><td>A device signal is not a final verdict<\/td><\/tr><tr><td>5<\/td><td>GeeTest Adaptive CAPTCHA<\/td><td>Risk-sensitive enterprise web and app journeys<\/td><td>Adaptive verification<\/td><td>Invisible assessment or selected challenge<\/td><td>Must be evaluated as one verification layer, not a full fraud stack<\/td><\/tr><tr><td>6<\/td><td>Cloudflare Turnstile<\/td><td>Low-friction managed web verification<\/td><td>Browser signals + managed fallback<\/td><td>Usually minimal<\/td><td>Third-party dependency and flow-specific testing<\/td><\/tr><tr><td>7<\/td><td>hCaptcha<\/td><td>Managed human verification with privacy options<\/td><td>Challenge service<\/td><td>Invisible or interactive<\/td><td>Legitimate users may still receive puzzles<\/td><\/tr><tr><td>8<\/td><td>Friendly Captcha<\/td><td>Managed proof-of-work evaluation<\/td><td>Proof-of-work service<\/td><td>Usually background computation<\/td><td>Client-resource and subscription tradeoffs<\/td><\/tr><tr><td>9<\/td><td>ALTCHA<\/td><td>Open-source or self-hosted control<\/td><td>Proof of work<\/td><td>Usually minimal<\/td><td>Your team owns scaling, tuning, and incident response<\/td><\/tr><tr><td>10<\/td><td>WAF, rate limits, and bot rules<\/td><td>Edge filtering and known traffic patterns<\/td><td>Network\/application policy<\/td><td>None or block\/challenge<\/td><td>Limited account and transaction context<\/td><\/tr><tr><td>11<\/td><td>Email, MFA, and passkeys<\/td><td>High-risk account actions<\/td><td>Identity assurance<\/td><td>Explicit verification<\/td><td>Poor fit for anonymous forms and scraping<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Passive and CAPTCHA-Free Controls<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. Honeypot Fields: Best for Low-Risk Form Spam<\/h3>\n\n\n\n<p>A honeypot adds a field that normal users should not complete but simplistic bots may fill. It is inexpensive, invisible, and useful on contact forms, comments, and low-risk signup surfaces. Implement it so screen readers and keyboard navigation do not expose a confusing unlabeled control, and validate the result on the server.<\/p>\n\n\n\n<p>Honeypots are weak against automation that inspects page structure or imitates normal form behavior. Use them as one signal, not as the sole defense for login, account recovery, inventory, payment, or promotion abuse. The W3C\u2019s <a href=\"https:\/\/www.w3.org\/WAI\/tips\/developing\/\" rel=\"nofollow noopener\" target=\"_blank\">tips for developing accessible web content<\/a> are a useful baseline when testing form labels, instructions, keyboard access, and errors.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. Time and Velocity Rules: Best for Obvious Automated Submissions<\/h3>\n\n\n\n<p>Time rules compare events such as page render, form interaction, and server submission. Velocity rules look for repeated attempts across an IP, account, device, session, endpoint, or other key. Together they can filter scripts that submit too quickly or repeat the same action at an implausible rate.<\/p>\n\n\n\n<p>Avoid a universal timing threshold. Password managers, autofill, slow connections, shared networks, assistive technologies, and legitimate bulk workflows can all produce unusual patterns. Start in observe mode, segment by journey, and apply cooldowns or step-up checks before hard blocks when evidence is uncertain.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. Behavioral Analysis and Risk Scoring: Best for Selective Step-Up<\/h3>\n\n\n\n<p>Behavioral analysis considers interaction and environment signals to estimate whether an event resembles normal use or automation. Its main benefit is policy flexibility: low-risk traffic can proceed, ambiguous traffic can receive a step-up, and high-risk requests can be delayed, reviewed, or blocked according to business rules.<\/p>\n\n\n\n<p>This approach needs governance. Document which signals are collected, why they are necessary, how long they are retained, who can tune thresholds, and how users recover from a wrong decision. Models and rules drift as traffic, devices, and attackers change, so monitor challenge rate and false positives instead of assuming a score stays reliable.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. Device Intelligence: Best for Repeated and Multi-Account Abuse<\/h3>\n\n\n\n<p>Device intelligence can connect risk across sessions and accounts by combining device attributes, integrity indicators, network context, and other signals. It is useful when the same environment creates many accounts, rotates identifiers, uses emulators or cloud phones, or repeatedly targets a promotion.<\/p>\n\n\n\n<p>It is not a CAPTCHA and should not independently decide that a person is malicious. Privacy tools, shared devices, device changes, and spoofing can reduce certainty. Combine device signals with account history, velocity, behavior, and a proportionate response. This guide to <a href=\"https:\/\/www.geetest.com\/en\/article\/how-device-fingerprinting-enhances-security\" target=\"_blank\" rel=\"noopener\">device fingerprinting<\/a> explains the layer in more detail.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Managed and Low-Friction CAPTCHA Alternatives<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">5. GeeTest Adaptive CAPTCHA: Best for Risk-Sensitive Verification<\/h3>\n\n\n\n<p>GeeTest Adaptive CAPTCHA is designed for teams that do not want to give every visitor the same test. Its operating modes include intelligent verification, where suitable challenges can be selected from risk signals; risk fusion, where customer-side logic influences the challenge decision; and an invisible probe for scenarios that can begin with background assessment. Available verification forms include low-interaction and interactive choices, so a team can test different responses by journey instead of standardizing on one puzzle.<\/p>\n\n\n\n<p>This makes it a candidate for signup, login, recovery, SMS requests, promotions, and checkout steps where risk and friction vary. A proof of concept should still measure challenge rate, completion, false positives, latency, accessibility feedback, and fallback behavior. <a href=\"https:\/\/www.geetest.com\/en\/adaptive-captcha\" target=\"_blank\" rel=\"noopener\">GeeTest Adaptive CAPTCHA<\/a> is a verification layer; it should not be described as a WAF, KYC\/AML system, payment-fraud suite, or case-management platform.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"879\" height=\"623\" src=\"\/wp-content\/uploads\/2026\/10\/captcha-alternatives-adaptive-captcha-20261028.png\" alt=\"Adaptive CAPTCHA interface showing several verification forms for different risk and user-experience contexts.\" class=\"wp-image-1005596\" srcset=\"\/wp-content\/uploads\/2026\/10\/captcha-alternatives-adaptive-captcha-20261028.png 879w, \/wp-content\/uploads\/2026\/10\/captcha-alternatives-adaptive-captcha-20261028-300x213.png 300w, \/wp-content\/uploads\/2026\/10\/captcha-alternatives-adaptive-captcha-20261028-768x544.png 768w\" sizes=\"(max-width: 879px) 100vw, 879px\" \/><\/figure>\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">6. Cloudflare Turnstile: Best for a Low-Friction Managed Starting Point<\/h3>\n\n\n\n<p>Cloudflare Turnstile is commonly evaluated by teams that want managed browser verification with little visible interaction. It can suit contact forms, newsletter signup, and registration flows where a traditional image puzzle would create unnecessary abandonment. Server-side token verification remains essential; a client-side widget alone should not decide whether a request is trusted.<\/p>\n\n\n\n<p>The main questions are operational: how fallback behaves on mobile and assistive technology, how the service fits your CDN and origin design, which regions and data terms apply, and what happens when scripts are blocked. Treat \u201cfree\u201d or low-friction positioning as something to verify against current terms and real traffic, not as a permanent guarantee.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">7. hCaptcha: Best for a Managed Challenge Comparison<\/h3>\n\n\n\n<p>hCaptcha belongs on a shortlist when a team wants a dedicated human-verification provider and plans to compare challenge design, privacy options, deployment, and support against Google\u2019s ecosystem. It can protect forms and account actions where a visible step-up is acceptable when traffic appears risky.<\/p>\n\n\n\n<p>The tradeoff is that legitimate users may still receive visual or audio tasks. Test completion by device, region, network, and accessibility need, then review server verification and failure handling. Plan limits and product capabilities change, so verify current official terms instead of relying on a static price comparison.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">8. Friendly Captcha: Best for Managed Proof of Work<\/h3>\n\n\n\n<p>Friendly Captcha uses a proof-of-work approach rather than asking every user to identify objects in an image. That can be attractive to teams exploring privacy-focused, low-interaction verification with a managed operating model.<\/p>\n\n\n\n<p>Proof of work shifts part of the cost to the client. Test older phones, low-power devices, battery impact, slow networks, browser compatibility, and pages that load several protected forms. A privacy-oriented architecture can reduce certain concerns, but it does not make a deployment automatically compliant; the organization still owns its data-flow, contract, and accessibility reviews.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">9. ALTCHA: Best for Open-Source or Self-Hosted Control<\/h3>\n\n\n\n<p>ALTCHA is a proof-of-work option for development teams that want source-level visibility and more control over hosting. It may fit organizations that can operate the service lifecycle and prefer not to rely entirely on a large advertising, identity, or edge ecosystem.<\/p>\n\n\n\n<p>Self-hosting transfers responsibility rather than eliminating it. The team must manage keys, challenge difficulty, replay protection, scaling, browser behavior, monitoring, upgrades, abuse tuning, and incident response. Before production, test whether the cost imposed on legitimate clients remains proportionate while an attacker changes volume or distributes work.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Edge and Identity Controls for High-Risk Flows<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">10. WAF, Rate Limits, and Bot Rules: Best for Edge Enforcement<\/h3>\n\n\n\n<p>A web application firewall or API gateway can rate-limit requests, match known patterns, restrict methods or paths, and trigger a managed challenge before traffic reaches an application. These controls are effective when the abuse signal is visible at the network or application edge, such as repeated requests to one endpoint or obviously malformed automation.<\/p>\n\n\n\n<p>Edge rules have limited knowledge of user intent. A shared corporate network can look noisy, and a distributed attack can remain below per-IP thresholds. Connect WAF decisions to application telemetry, use shadow or count mode before enforcement, and define exceptions and rollback. For challenge design specifically, review how <a href=\"https:\/\/www.geetest.com\/en\/article\/captcha-challenge\" target=\"_blank\" rel=\"noopener\">CAPTCHA challenges<\/a> affect legitimate users.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">11. Email Verification, MFA, and Passkeys: Best for Account Assurance<\/h3>\n\n\n\n<p>Email links, one-time codes, authenticator apps, and passkeys can confirm control of an account or authenticator during signup, login, recovery, or a sensitive transaction. Passkeys use public-key credentials and can provide phishing-resistant authentication when the relying party and recovery model are implemented correctly; the <a href=\"https:\/\/fidoalliance.org\/passkeys\/\" rel=\"nofollow noopener\" target=\"_blank\">FIDO Alliance passkey overview<\/a> explains the model.<\/p>\n\n\n\n<p>These methods are supplements, not universal CAPTCHA replacements. They add friction and may introduce delivery cost, account-recovery risk, SMS abuse, or support load. They also do little for anonymous scraping or contact-form spam. Use stronger identity assurance where the action justifies it, and protect code-sending endpoints with rate, device, and abuse controls.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Why the Best CAPTCHA Alternatives Work as a Layered Strategy<\/h2>\n\n\n\n<p>CAPTCHA alternatives are becoming more adaptive and easier to use. Instead of presenting the same puzzle to every visitor, newer systems can combine behavior, browser, device, and interaction signals to decide when verification is necessary. <a href=\"https:\/\/www.geetest.com\/en\/adaptive-captcha\" target=\"_blank\" rel=\"noopener\">GeeTest Adaptive CAPTCHA<\/a>, for example, can use risk-sensitive verification modes and multiple challenge forms to increase the cost of some AI-driven automation while keeping lower-risk journeys largely frictionless.<\/p>\n\n\n\n<p>That does not mean one CAPTCHA can solve every bot problem. AI-driven bots, distributed automation, credential attacks, fake-account creation, scraping, promotion abuse, and payment abuse operate at different layers. A single widget or a single risk score can miss context or create unnecessary friction.<\/p>\n\n\n\n<p>A stronger strategy combines controls:<\/p>\n\n\n\n<ol class=\"wp-block-list\"><li><strong>Passive controls<\/strong> filter obvious automation without showing a challenge.<\/li><li><strong>Behavior and device intelligence<\/strong> add context across sessions and accounts.<\/li><li><strong>Adaptive CAPTCHA or another step-up check<\/strong> is shown when risk justifies friction.<\/li><li><strong>Business rules<\/strong> combine risk signals with account, velocity, transaction, and campaign context.<\/li><li><strong>MFA or passkeys<\/strong> add identity assurance for sensitive account actions.<\/li><\/ol>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1317\" height=\"618\" src=\"\/wp-content\/uploads\/2026\/10\/captcha-alternatives-geetest-products-mix-20261028.png\" alt=\"GeeTest product mix showing behavior verification, device fingerprinting, business rules, and risk outcomes working together.\" class=\"wp-image-1005597\" srcset=\"\/wp-content\/uploads\/2026\/10\/captcha-alternatives-geetest-products-mix-20261028.png 1317w, \/wp-content\/uploads\/2026\/10\/captcha-alternatives-geetest-products-mix-20261028-300x141.png 300w, \/wp-content\/uploads\/2026\/10\/captcha-alternatives-geetest-products-mix-20261028-1024x481.png 1024w, \/wp-content\/uploads\/2026\/10\/captcha-alternatives-geetest-products-mix-20261028-768x360.png 768w\" sizes=\"(max-width: 1317px) 100vw, 1317px\" \/><\/figure>\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>This layered model can improve protection and user experience at the same time: legitimate low-risk users get a lighter path, while suspicious traffic receives progressively stronger controls. Teams should validate the combination in a proof of concept rather than assume that any single tool will catch every bot.<\/p>\n\n\n\n<p>For organizations that want these layers to work together, the GeeTest Bot Management Platform provides a broader operating model around adaptive verification, device intelligence, and business-risk orchestration. GeeTest Adaptive CAPTCHA remains the human-verification layer; Device Fingerprinting contributes device-level risk signals; and the Business Rules Engine helps teams apply customer-defined policies. The right implementation depends on the journeys, signals, and response actions a business needs to govern.<\/p>\n\n\n\n<p>Validate the combination with challenge rate, completion rate, false positives, latency, abuse-catch quality, accessibility feedback, and explicit rollback criteria. Start in observe or shadow mode where possible, then tune each response to the business impact of the journey.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">CAPTCHA Alternatives FAQ<\/h2>\n\n\n\n<style>#rank-math-faq .rank-math-question{font-weight:700;}<\/style>\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list \">\n<div id=\"faq-question-1\" class=\"rank-math-list-item\">\n<p class=\"rank-math-question \">1. What is the best CAPTCHA alternative?<\/p>\n<div class=\"rank-math-answer \">\n\n<p>There is no universal winner. Managed verification can fit general web forms; adaptive CAPTCHA can fit risk-sensitive journeys; proof-of-work can fit privacy or self-hosting goals; passive controls can handle low-risk spam; and identity checks belong on high-risk account actions. Choose by journey, architecture, accessibility, privacy, and operating ownership.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-2\" class=\"rank-math-list-item\">\n<p class=\"rank-math-question \">2. What is the best free CAPTCHA alternative?<\/p>\n<div class=\"rank-math-answer \">\n\n<p>Honeypots and server-side time or velocity rules can be inexpensive for low-risk forms, while some managed providers offer free plans. \u201cFree\u201d does not include engineering, monitoring, false-positive support, infrastructure, or changing plan limits. Verify current provider terms and total operating cost.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-3\" class=\"rank-math-list-item\">\n<p class=\"rank-math-question \">3. Are CAPTCHA-free methods secure enough?<\/p>\n<div class=\"rank-math-answer \">\n\n<p>They can be sufficient for low-risk abuse when several signals work together. A honeypot alone is not enough for account takeover, high-value promotions, or payment flows. As impact rises, combine passive detection with device, account, velocity, adaptive challenge, or identity assurance.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-4\" class=\"rank-math-list-item\">\n<p class=\"rank-math-question \">4. Does CAPTCHA still work against AI bots?<\/p>\n<div class=\"rank-math-answer \">\n\n<p>CAPTCHA can still add cost and filter automation, but no static challenge should be treated as permanently unsolvable. Modern defenses change challenges, validate tokens on the server, detect environment and protocol abuse, and combine multiple signals. Measure real attack outcomes and update policy as automation changes.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-5\" class=\"rank-math-list-item\">\n<p class=\"rank-math-question \">5. What should teams measure before replacing CAPTCHA?<\/p>\n<div class=\"rank-math-answer \">\n\n<p>Measure legitimate completion, abandonment, challenge rate, accessibility feedback, latency, false positives, abuse catch quality, support load, operating effort, and total cost. Segment results by journey and device, and define rollback triggers before full rollout.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div><!-- .vgblk-rw-wrapper -->","protected":false},"excerpt":{"rendered":"<p>Compare 11 CAPTCHA alternatives by UX, privacy, bot resistance, deployment, and risk fit\u2014from managed verification to passive and identity controls.<\/p>\n","protected":false},"author":7,"featured_media":1005595,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[94],"tags":[240],"class_list":["post-997194","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-botpedia","tag-captcha-alternatives"],"primary_focus_keyword":"","seo_title":"11 Best CAPTCHA Alternatives for Better User Experience in 2026","_links":{"self":[{"href":"\/en\/wp-json\/wp\/v2\/posts\/997194","targetHints":{"allow":["GET"]}}],"collection":[{"href":"\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"\/en\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"\/en\/wp-json\/wp\/v2\/comments?post=997194"}],"version-history":[{"count":4,"href":"\/en\/wp-json\/wp\/v2\/posts\/997194\/revisions"}],"predecessor-version":[{"id":1005598,"href":"\/en\/wp-json\/wp\/v2\/posts\/997194\/revisions\/1005598"}],"wp:featuredmedia":[{"embeddable":true,"href":"\/en\/wp-json\/wp\/v2\/media\/1005595"}],"wp:attachment":[{"href":"\/en\/wp-json\/wp\/v2\/media?parent=997194"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"\/en\/wp-json\/wp\/v2\/categories?post=997194"},{"taxonomy":"post_tag","embeddable":true,"href":"\/en\/wp-json\/wp\/v2\/tags?post=997194"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}