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    "site": "https://www.docker.com",
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    "site": "https://redis.io",
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   "p": 1.0,
   "meta": {
    "site": "https://www.shopify.com",
    "step_id": "145_3_0",
    "text_before": "element 1: a 'Sidekick Your commerce-obsessed AI assistant.'\nelement 2: a 'Commerce for Agents Build with our agent tools'\nelement 3: a 'Shopify App Store Largest commerce ecosystem'\nelement 4: a 'Shopify.dev Dev docs, CLI, and more'\nelement 5: a 'Pricing'\nelement 6: a 'Enterprise'\nelement 7: a 'Log in'\nelement 8: a 'Start for free'\nelement 9: a 'Start for free'\nelement 10: button button 'Why we build Shopify'\nelement 11: span 'Sell everywhere people shop.'",
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    "url_after": "https://www.shopify.com/#hero-video",
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   "i": 775,
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   "meta": {
    "site": "https://cloud.google.com",
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    "url_before": "https://www.docker.com/",
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    "url_before": "https://redis.io/",
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    "text_after": "element 1: button 'I'M JUST BROWSING'\nelement 2: input 'Search for your site topic'\nelement 3: button 'Photography'\nelement 4: button 'Design'\nelement 5: button 'Education'\nelement 6: button 'Consulting'\nelement 7: button 'Art'\nelement 8: button 'Health'\nelement 9: button 'Marketing'\nelement 10: button 'Technology'\nelement 11: button 'Construction & Maintenance'\nelement 12: button 'Apparel'\nelement 13: button 'Music'\nelement 14: button 'Real Estate & Properties'\nelement 15: button 'Beauty'\nelement 16: button 'Travel'\nelement 17: button 'Weddings'\nelement 18: button 'NEXT'\nelement 19: a 'Squarespace homepage'\nelement 20: a 'Website Templates'\nelement 21: a 'Websites'\nelement 22: a 'Domains'\nelement 23: a 'AI Website Builder'\nelement 24: a 'Design Intelligence'\nelement 25: a 'Online Stores'\nelement 26: a 'Services'\nelement 27: a 'Invoicing'\nelement 28: a 'Scheduling'\nelement 29: a 'Content & Memberships'\nelement 30: a 'Donations'",
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    "site": "https://www.heroku.com",
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    "site": "https://www.nyu.edu",
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    "site": "https://kubernetes.io",
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    "site": "https://leetcode.com",
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    "text_after": "element 1: a 'Log in'\nelement 2: input text 'First name'\nelement 3: input text 'Last name'\nelement 4: input email 'Email address'\nelement 5: input text 'Company name'\nelement 6: select 'Country/Region United States Afghanistan Aland Islands Alban'\nelement 7: input submit 'Get Started'\nelement 8: a 'Privacy Policy' value='Get Started'\nelement 9: a 'Terms of Service'",
    "url_before": "https://www.heroku.com/key-value-store/",
    "url_after": "https://signup.heroku.com/",
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   "meta": {
    "site": "https://azure.microsoft.com",
    "step_id": "150_2_0",
    "text_before": "element 1: a 'Microsoft'\nelement 2: a 'Azure'\nelement 3: button 'Explore'\nelement 4: button 'Products'\nelement 5: button 'Solutions'\nelement 6: button 'More'\nelement 7: button 'Search Azure'\nelement 8: a 'Learn'\nelement 9: a 'Support'\nelement 10: a 'Contact Sales'\nelement 11: a 'Get started with Azure'\nelement 12: a 'Sign in'\nelement 13: a 'Learn more'\nelement 14: a 'Get started with Azure'\nelement 15: a 'Join us'\nelement 16: a 'Featured news'\nelement 17: a 'Solutions'\nelement 18: a 'Products and services'\nelement 19: a 'Resources by role'\nelement 20: a 'Customer stories'\nelement 21: a 'Get started with Azure'\nelement 22: input search 'Ask a question about Azure.'\nelement 23: button submit 'Submit'\nelement 24: button submit 'How can I try Azure?'\nelement 25: button submit 'How will Microsoft Foundry help my business?'\nelement 26: a 'Close web assistant'\nelement 27: button button 'Positive feedback'\nelement 28: button button 'Negative feedback'\nelement 29: a 'Terms of use'\nelement 30: a 'Privacy'",
    "text_after": "element 1: a 'Microsoft'\nelement 2: a 'Azure'\nelement 3: button 'Explore'\nelement 4: button 'Products'\nelement 5: button 'Solutions'\nelement 6: button 'More'\nelement 7: button 'Search Azure'\nelement 8: a 'Learn'\nelement 9: a 'Support'\nelement 10: a 'Contact Sales'\nelement 11: a 'Get started with Azure'\nelement 12: a 'Sign in'\nelement 13: a 'Learn more'\nelement 14: a 'Get started with Azure'\nelement 15: a 'Join us'\nelement 16: a 'Featured news'\nelement 17: a 'Solutions'\nelement 18: a 'Products and services'\nelement 19: a 'Resources by role'\nelement 20: a 'Customer stories'\nelement 21: a 'Get started with Azure'\nelement 22: input search 'Ask a question about Azure.'\nelement 23: button submit 'Submit'\nelement 24: button submit 'How can I try Azure?'\nelement 25: button submit 'How will Microsoft Foundry help my business?'\nelement 26: a 'Close web assistant'\nelement 27: button button 'Positive feedback'\nelement 28: button button 'Negative feedback'\nelement 29: a 'Terms of use'\nelement 30: a 'Privacy'",
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    "url_after": "https://azure.microsoft.com/en-us",
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    "text_after": "element 1: a 'Documentation'\nelement 2: a 'Kubernetes Blog'\nelement 3: a 'Training'\nelement 4: a 'Careers'\nelement 5: a 'Partners'\nelement 6: a 'Community'\nelement 7: a 'Versions'\nelement 8: a 'English'\nelement 9: a '\u09ac\u09be\u0982\u09b2\u09be (Bengali)'\nelement 10: a '\u4e2d\u6587 (Chinese)'\nelement 11: a 'Fran\u00e7ais (French)'\nelement 12: a 'Deutsch (German)'\nelement 13: a '\u0939\u093f\u0928\u094d\u0926\u0940 (Hindi)'\nelement 14: a 'Bahasa Indonesia (Indonesian)'\nelement 15: a 'Italiano (Italian)'\nelement 16: a '\u65e5\u672c\u8a9e (Japanese)'\nelement 17: a '\ud55c\uad6d\uc5b4 (Korean)'\nelement 18: a '\u0641\u0627\u0631\u0633\u06cc (Persian)'\nelement 19: a 'Polski (Polish)'\nelement 20: a 'Portugu\u00eas (Portuguese)'\nelement 21: a '\u0420\u0443\u0441\u0441\u043a\u0438\u0439 (Russian)'\nelement 22: a 'Espa\u00f1ol (Spanish)'\nelement 23: a '\u0423\u043a\u0440\u0430\u0457\u043d\u0441\u044c\u043a\u0430 (Ukrainian)'\nelement 24: a 'Ti\u1ebfng Vi\u1ec7t (Vietnamese)'\nelement 25: button button 'Toggle theme (auto)'\nelement 26: a 'KubeCon + CloudNativeCon North America 2026'\nelement 27: a 'Buy your ticket now! 9 - 12 November | Salt Lake City, Utah'\nelement 28: button 'Hide this notice'\nelement 29: input search 'Search this site'\nelement 30: a 'Kubernetes'",
    "url_before": "https://kubernetes.io/",
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    "text_after": "element 1: a 'Home'\nelement 2: a 'About'\nelement 3: a 'Download'\nelement 4: a 'Documentation'\nelement 5: a 'Community'\nelement 6: a 'Developers'\nelement 7: a 'Support'\nelement 8: a 'Donate'\nelement 9: a 'Your account'\nelement 10: a 'PostgreSQL 18.6, 17.11, 16.15, 15.19, 14.24 and 19 Beta 3 Re'\nelement 11: a 'About'\nelement 12: a 'Governance'\nelement 13: a 'Policies'\nelement 14: a 'Feature Matrix'\nelement 15: a 'Donate'\nelement 16: a 'History'\nelement 17: a 'Sponsors'\nelement 18: a 'Contributing'\nelement 19: a 'Financial'\nelement 20: a 'Servers'\nelement 21: a 'Latest News'\nelement 22: a 'Upcoming Events'\nelement 23: a 'Past events'\nelement 24: a 'Press'\nelement 25: a 'Licence'\nelement 26: a 'POSTGRES'\nelement 27: a 'all major operating systems'\nelement 28: a 'ACID'\nelement 29: a 'PostGIS'\nelement 30: a 'Getting started'",
    "url_before": "https://www.postgresql.org/",
    "url_after": "https://www.postgresql.org/about/",
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    "text_after": "element 1: a 'NYU Home'\nelement 2: a 'Academics'\nelement 3: a 'Admissions'\nelement 4: a 'Research'\nelement 5: a 'University Life'\nelement 6: a 'About'\nelement 7: a 'Leadership & University Administration'\nelement 8: a 'University Initiatives'\nelement 9: a 'News, Publications, and Facts'\nelement 10: a 'Careers at NYU'\nelement 11: a 'Visitor Information'\nelement 12: a 'Policies and Guidelines'\nelement 13: a 'Giving to NYU'\nelement 14: a 'All NYU'\nelement 15: a 'Give'\nelement 16: button button 'Info For'\nelement 17: a 'Log In'\nelement 18: input search 'Search'\nelement 19: button submit 'Search NYU'\nelement 20: button button 'Close Search'\nelement 21: button 'Search'",
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   "i": 1000,
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   "meta": {
    "site": "https://www.docker.com",
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    "text_before": "element 1: a 'Insights on the state of AI agents from 800+ builders and le'\nelement 2: a 'Products'\nelement 3: a 'Support'\nelement 4: a 'Pricing'\nelement 5: a 'Get started'\nelement 6: a 'Buy now'\nelement 7: a 'Buy now'\nelement 8: a 'Buy now'\nelement 9: a 'Contact sales'\nelement 10: a 'Blog'\nelement 11: a 'Docs'\nelement 12: button submit 'Search'\nelement 13: a 'Sign In'",
    "text_after": "element 1: a 'Insights on the state of AI agents from 800+ builders and le'\nelement 2: a 'Products'\nelement 3: a 'Support'\nelement 4: a 'Pricing'\nelement 5: a 'Get started'\nelement 6: a 'Buy now'\nelement 7: a 'Buy now'\nelement 8: a 'Buy now'\nelement 9: a 'Contact sales'\nelement 10: a 'Blog'\nelement 11: a 'Docs'\nelement 12: button submit 'Search'\nelement 13: a 'Sign In'",
    "url_before": "https://www.docker.com/resources/containers-are-the-new-supply-chain-attack-vector-on-demand-webinar/",
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   "meta": {
    "site": "https://www.digitalocean.com",
    "step_id": "151_5_0",
    "text_before": "element 1: a 'Introducing DigitalOcean Managed Agents Runtime Services (Pr'\nelement 2: a 'Qwen3.8-Max is now available'\nelement 3: a 'Spot GPU Droplets now available in Public Preview'\nelement 4: a 'Blog'\nelement 5: a 'Docs'\nelement 6: a 'Careers'\nelement 7: a 'Get Support'\nelement 8: a 'Contact Sales'\nelement 9: a 'DigitalOcean'\nelement 10: button button 'Products'\nelement 11: a 'Browse all products'\nelement 12: a 'GPU Droplets GPU-powered virtual machines to build and run A'\nelement 13: a 'Bare Metal GPUs Single-tenant servers, standalone or multi-n'\nelement 14: a 'Data and Learning Store, retrieve, and surface the context y'\nelement 15: a 'Inference Engine Run inference at scale with policy-driven r'\nelement 16: a 'Model Library Discover, compare, and evaluate AI models New'\nelement 17: a 'Evaluations Run LLM-as-a-Judge evaluations across your infer'\nelement 18: a 'Browse all products'\nelement 19: button button 'Solutions'\nelement 20: a 'See all solutions'\nelement 21: a 'AI HR Knowledge Assistant Deploy AI tools developed for Huma'\nelement 22: a 'AI Training GPU Accelerate model training with dedicated GPU'\nelement 23: a 'AI Recommendation Engine Build tools to personalize user exp'\nelement 24: a 'Multimodal AI Run models that process multiple data types'\nelement 25: a 'GPU Clusters GPUs clustered together for large-scale tasks'\nelement 26: a 'GPU Inference Serve models efficiently with optimized GPU co'\nelement 27: button button 'Developers'\nelement 28: a 'Blog The latest product releases and insights from our exper'\nelement 29: a 'CSS Tricks All things web design'\nelement 30: a 'The Wave Content to level up your business'",
    "text_after": "element 1: a 'Introducing DigitalOcean Managed Agents Runtime Services (Pr'\nelement 2: a 'Qwen3.8-Max is now available'\nelement 3: a 'Spot GPU Droplets now available in Public Preview'\nelement 4: a 'Blog'\nelement 5: a 'Docs'\nelement 6: a 'Careers'\nelement 7: a 'Get Support'\nelement 8: a 'Contact Sales'\nelement 9: a 'DigitalOcean'\nelement 10: button button 'Products'\nelement 11: a 'Browse all products'\nelement 12: a 'GPU Droplets GPU-powered virtual machines to build and run A'\nelement 13: a 'Bare Metal GPUs Single-tenant servers, standalone or multi-n'\nelement 14: a 'Data and Learning Store, retrieve, and surface the context y'\nelement 15: a 'Inference Engine Run inference at scale with policy-driven r'\nelement 16: a 'Model Library Discover, compare, and evaluate AI models New'\nelement 17: a 'Evaluations Run LLM-as-a-Judge evaluations across your infer'\nelement 18: a 'Browse all products'\nelement 19: button button 'Solutions'\nelement 20: a 'See all solutions'\nelement 21: a 'AI HR Knowledge Assistant Deploy AI tools developed for Huma'\nelement 22: a 'AI Training GPU Accelerate model training with dedicated GPU'\nelement 23: a 'AI Recommendation Engine Build tools to personalize user exp'\nelement 24: a 'Multimodal AI Run models that process multiple data types'\nelement 25: a 'GPU Clusters GPUs clustered together for large-scale tasks'\nelement 26: a 'GPU Inference Serve models efficiently with optimized GPU co'\nelement 27: button button 'Developers'\nelement 28: a 'Blog The latest product releases and insights from our exper'\nelement 29: a 'CSS Tricks All things web design'\nelement 30: a 'The Wave Content to level up your business'",
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   "p": 0.0216,
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   "meta": {
    "site": "https://www.postgresql.org",
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    "text_before": "element 1: a 'Home'\nelement 2: a 'About'\nelement 3: a 'Download'\nelement 4: a 'Documentation'\nelement 5: a 'Community'\nelement 6: a 'Developers'\nelement 7: a 'Support'\nelement 8: a 'Donate'\nelement 9: a 'Your account'\nelement 10: a 'PostgreSQL 18.6, 17.11, 16.15, 15.19, 14.24 and 19 Beta 3 Re'\nelement 11: a 'About'\nelement 12: a 'Governance'\nelement 13: a 'Policies'\nelement 14: a 'Feature Matrix'\nelement 15: a 'Donate'\nelement 16: a 'History'\nelement 17: a 'Sponsors'\nelement 18: a 'Contributing'\nelement 19: a 'Financial'\nelement 20: a 'Servers'\nelement 21: a 'Latest News'\nelement 22: a 'Upcoming Events'\nelement 23: a 'Past events'\nelement 24: a 'Press'\nelement 25: a 'Licence'\nelement 26: a 'btree_gist'\nelement 27: a 'ltree'\nelement 28: a 'release notes'\nelement 29: a 'versioning policy'\nelement 30: a 'CVE-2026-6464'",
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   "meta": {
    "site": "https://www.shopify.com",
    "step_id": "145_1_2",
    "text_before": "element 1: a 'Sidekick Your commerce-obsessed AI assistant.'\nelement 2: a 'Commerce for Agents Build with our agent tools'\nelement 3: a 'Shopify App Store Largest commerce ecosystem'\nelement 4: a 'Shopify.dev Dev docs, CLI, and more'\nelement 5: a 'Pricing'\nelement 6: a 'Enterprise'\nelement 7: a 'Log in'\nelement 8: a 'Start for free'\nelement 9: a 'Start for free'\nelement 10: button button 'Why we build Shopify'\nelement 11: span 'Sell everywhere people shop.'",
    "text_after": "element 1: a 'Sidekick Your commerce-obsessed AI assistant.'\nelement 2: a 'Website Builder'\nelement 3: a 'Themes'\nelement 4: a 'Domains'\nelement 5: a 'Customer Accounts'\nelement 6: a 'Sidekick'\nelement 7: a 'Online'\nelement 8: a 'AI Chats'\nelement 9: a 'Point of Sale'\nelement 10: a 'Shop App'\nelement 11: a 'Social & Marketplaces'\nelement 12: a 'Global'\nelement 13: a 'B2B'\nelement 14: a 'Across Markets'\nelement 15: a 'Advertising & Campaigns'\nelement 16: a 'Email & Customer Chat'\nelement 17: a 'Discounts'\nelement 18: a 'Analytics'\nelement 19: a 'Test & Launch'\nelement 20: a 'Orders & Inventory'\nelement 21: a 'Shipping'\nelement 22: a 'Finances & Funding'\nelement 23: a 'Workflow Automation'\nelement 24: a 'Checkout'\nelement 25: a 'Payments'\nelement 26: a 'Taxes'\nelement 27: a 'Commerce for Agents Build with our agent tools'\nelement 28: a 'Shopify App Store Largest commerce ecosystem'\nelement 29: a 'Shopify.dev Dev docs, CLI, and more'\nelement 30: a 'Shopify Editions 150+ updates to Shopify, twice a year.'",
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    "url_after": "https://www.shopify.com/",
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   "p": 0.0102,
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   "meta": {
    "site": "https://www.codecademy.com",
    "step_id": "166_5_0",
    "text_before": "element 1: a 'Skip to Content'\nelement 2: a 'Join Pro'\nelement 3: button button 'Close banner'\nelement 4: button button 'Catalog'\nelement 5: button button 'Live Courses'\nelement 6: button button 'Resources'\nelement 7: button button 'Pricing'\nelement 8: a 'Teams'\nelement 9: button button 'Search'\nelement 10: a 'Log In'\nelement 11: a 'Sign Up'\nelement 12: button button 'Pause animation'\nelement 13: button submit 'Sign up with Google'\nelement 14: a 'More ways to sign up'",
    "text_after": "element 1: a 'Skip to Content'\nelement 2: button button 'Catalog'\nelement 3: button button 'Live Courses'\nelement 4: button button 'Resources'\nelement 5: button button 'Pricing'\nelement 6: a 'Teams'\nelement 7: button button 'Search'\nelement 8: a 'Sign Up'\nelement 9: a 'Request a demo'\nelement 10: a 'Request a demo'\nelement 11: a 'Purchase now'\nelement 12: a 'Start 14-day free trial'",
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    "url_after": "https://www.codecademy.com/business",
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   "i": 1005,
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   "p": 0.0359,
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   "meta": {
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    "text_after": "element 1: a 'Squarespace homepage'\nelement 2: button 'PRODUCTS'\nelement 3: button 'SOLUTIONS'\nelement 4: button 'RESOURCES'\nelement 5: a 'LOG IN'\nelement 6: a 'GET STARTED \u2192'\nelement 7: a 'GET STARTED \u2192'\nelement 8: button 'Previous Previous'\nelement 9: button 'Next'",
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    "url_after": "https://www.squarespace.com/",
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    "site": "https://cloud.google.com",
    "step_id": "149_5_2",
    "text_before": "element 1: a 'Get started for free'\nelement 2: a 'Contact sales'\nelement 3: a 'Try Gemini Enterprise app\u2014the front door to AI for every emp'\nelement 4: a 'SECURITY Outpace adversaries in the AI era with Google AI Th'\nelement 5: a 'GLOBAL DIGITAL EVENT Register for Gemini at Work: See how in'\nelement 6: a 'AI ANNOUNCEMENTS What Google Cloud announced in AI this mont'\nelement 7: button 'chevron_left'\nelement 8: button 'chevron_right'\nelement 9: input text 'Ask anything about Google Cloud'\nelement 10: button 'Send message'\nelement 11: a 'Overview'\nelement 12: a 'Solutions'\nelement 13: a 'Products'\nelement 14: a 'Pricing'\nelement 15: a 'Resources'\nelement 16: i 'send'\nelement 17: a 'Docs'\nelement 18: a 'Support'\nelement 19: a 'Sign in'\nelement 20: button 'close'\nelement 21: a 'Google Cloud Free Program $300 in free credits and 20+ free '\nelement 22: a 'Solution Generator Get AI generated solution recommendations'\nelement 23: a 'Quickstarts Get tutorials and walkthroughs.'\nelement 24: a 'Blog Read our latest product news and stories.'\nelement 25: a 'Learning Hub Grow your career with role-based training.'\nelement 26: a 'Google Cloud certification Prepare and register for certific'\nelement 27: a 'Cloud computing basics Learn more about cloud computing basi'\nelement 28: a 'Cloud Architecture Center Get reference architectures and be'\nelement 29: a 'Innovators Join Google Cloud's developer program.'\nelement 30: a 'Developer Center Stay in the know and stay connected.'",
    "text_after": "element 1: a 'Get started for free'\nelement 2: a 'Contact sales'\nelement 3: a 'Try Gemini Enterprise app\u2014the front door to AI for every emp'\nelement 4: a 'SECURITY Outpace adversaries in the AI era with Google AI Th'\nelement 5: a 'GLOBAL DIGITAL EVENT Register for Gemini at Work: See how in'\nelement 6: a 'AI ANNOUNCEMENTS What Google Cloud announced in AI this mont'\nelement 7: button 'chevron_left'\nelement 8: button 'chevron_right'\nelement 9: input text 'Ask anything about Google Cloud'\nelement 10: button 'Send message'\nelement 11: a 'Overview'\nelement 12: a 'Solutions'\nelement 13: a 'Products'\nelement 14: a 'Pricing'\nelement 15: a 'Resources'\nelement 16: i 'send'\nelement 17: a 'Docs'\nelement 18: a 'Support'\nelement 19: a 'Sign in'\nelement 20: button 'close'\nelement 21: a 'Industry Solutions'\nelement 22: a 'Application Modernization'\nelement 23: a 'Artificial Intelligence'\nelement 24: a 'APIs and Applications'\nelement 25: a 'Data Analytics'\nelement 26: a 'Databases'\nelement 27: a 'Infrastructure'\nelement 28: a 'Productivity and Collaboration'\nelement 29: a 'Security'\nelement 30: a 'Startups and SMB'",
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    "text_before": "element 1: a 'Pricing'\nelement 2: a 'Human Data'\nelement 3: a 'Log In'\nelement 4: a 'Request Demo'\nelement 5: a 'Create a free account'\nelement 6: a 'Start a free trial'\nelement 7: a 'For developers'",
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    "url_before": "https://www.hackerrank.com/",
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    "text_before": "element 1: a 'Skip to Content'\nelement 2: button button 'Catalog'\nelement 3: button button 'Live Courses'\nelement 4: button button 'Resources'\nelement 5: button button 'Pricing'\nelement 6: a 'Teams'\nelement 7: button button 'Search'\nelement 8: a 'Log In'\nelement 9: input email ''\nelement 10: input password ''\nelement 11: button submit 'Sign Up'\nelement 12: a 'Terms of Service'\nelement 13: a 'Privacy Policy'\nelement 14: button submit 'Sign up with Google'\nelement 15: button submit 'Sign up with Facebook'\nelement 16: button submit 'Sign up with Github'\nelement 17: button submit 'Sign up with Apple'\nelement 18: a 'Log in'",
    "text_after": "element 1: a 'Skip to Content'\nelement 2: button button 'Catalog'\nelement 3: button button 'Live Courses'\nelement 4: button button 'Resources'\nelement 5: button button 'Pricing'\nelement 6: a 'Teams'\nelement 7: button button 'Search'\nelement 8: a 'Log In'\nelement 9: input search 'What are you learning today?'\nelement 10: button button 'Clear search'\nelement 11: a 'New Go from idea to real, working prototype in seconds with '\nelement 12: a 'Artificial Intelligence'\nelement 13: a 'Data Science'\nelement 14: a 'Python'\nelement 15: a 'Web Development'\nelement 16: a 'HTML'\nelement 17: a 'Java'\nelement 18: a 'Learn Python 3 Course'\nelement 19: a 'Business Intelligence Data Analyst Career Path'\nelement 20: a 'Code Foundations Skill Path'\nelement 21: a 'What is Programming? Article'\nelement 22: a 'HTML | Elements Doc'\nelement 23: a 'Take our quiz'\nelement 24: a 'Help Center'\nelement 25: input email ''\nelement 26: input password ''\nelement 27: button submit 'Sign Up'\nelement 28: a 'Terms of Service'\nelement 29: a 'Privacy Policy'\nelement 30: button submit 'Sign up with Google'",
    "url_before": "https://www.codecademy.com/register",
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    "text_after": "element 1: button 'I'M JUST BROWSING'\nelement 2: input 'Search for your site topic'\nelement 3: button 'Photography'\nelement 4: button 'Design'\nelement 5: button 'Education'\nelement 6: button 'Consulting'\nelement 7: button 'Art'\nelement 8: button 'Health'\nelement 9: button 'Marketing'\nelement 10: button 'Technology'\nelement 11: button 'Construction & Maintenance'\nelement 12: button 'Apparel'\nelement 13: button 'Music'\nelement 14: button 'Real Estate & Properties'\nelement 15: button 'Beauty'\nelement 16: button 'Travel'\nelement 17: button 'Weddings'\nelement 18: button 'NEXT'\nelement 19: a 'Squarespace homepage'\nelement 20: a 'Website Templates'\nelement 21: a 'Websites'\nelement 22: a 'Domains'\nelement 23: a 'AI Website Builder'\nelement 24: a 'Design Intelligence'\nelement 25: a 'Online Stores'\nelement 26: a 'Services'\nelement 27: a 'Invoicing'\nelement 28: a 'Scheduling'\nelement 29: a 'Content & Memberships'\nelement 30: a 'Donations'",
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    "url_after": "https://www.squarespace.com/templates/get-started",
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    "text_after": "element 1: a 'Microsoft'\nelement 2: a 'Azure'\nelement 3: button 'Explore'\nelement 4: button 'Products'\nelement 5: button 'Solutions'\nelement 6: button 'More'\nelement 7: button 'Search Azure'\nelement 8: a 'Learn'\nelement 9: a 'Support'\nelement 10: a 'Contact Sales'\nelement 11: a 'Get started with Azure'\nelement 12: a 'Sign in'\nelement 13: a 'Learn more'\nelement 14: a 'Get started with Azure'\nelement 15: a 'Join us'\nelement 16: a 'Featured news'\nelement 17: a 'Solutions'\nelement 18: a 'Products and services'\nelement 19: a 'Resources by role'\nelement 20: a 'Customer stories'\nelement 21: a 'Get started with Azure'\nelement 22: input search 'Ask a question about Azure.'\nelement 23: button submit 'Submit'\nelement 24: button submit 'How can I try Azure?'\nelement 25: button submit 'How will Microsoft Foundry help my business?'\nelement 26: a 'Close web assistant'\nelement 27: textarea 'Message input box'\nelement 28: button submit 'Send message'",
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    "text_after": "element 1: a '2026 community survey'\nelement 2: a '\u65e5\u672c\u8a9e\u30db\u30fc\u30e0\u30da\u30fc\u30b8 Japanese website'\nelement 3: a '\u7b80\u4f53\u4e2d\u6587\u9996\u9875 Chinese website'\nelement 4: a 'Visit the W3C homepage'\nelement 5: button 'Standards & groups'\nelement 6: button 'Get involved'\nelement 7: button 'Resources'\nelement 8: button 'News & events'\nelement 9: button 'Support us'\nelement 10: button 'About'\nelement 11: a 'Search'\nelement 12: a 'Sign in'\nelement 13: a 'Home'\nelement 14: a 'Our mission'\nelement 15: a 'Web Security'\nelement 16: a '\u4e2d\u6587\uff08\u7b80\u4f53\uff09'\nelement 17: a '\u65e5\u672c\u8a9e'\nelement 18: a 'How W3C approaches Security'\nelement 19: a 'Developing security standards'\nelement 20: a 'Reviewing the security of web standards'\nelement 21: a 'Guiding Web Developers to design and develop in a secure man'\nelement 22: a 'Sponsoring'\nelement 23: a 'Shape the Secure Web as a W3C Member'\nelement 24: a 'Accessibility'\nelement 25: a 'Internationalization'\nelement 26: a 'Privacy'\nelement 27: a 'Web Security'",
    "url_before": "https://www.w3.org/mission/accessibility/",
    "url_after": "https://www.w3.org/mission/security/",
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    "text_after": "element 1: a 'Skip to content'\nelement 2: a 'Vercel'\nelement 3: button button 'Products'\nelement 4: button button 'Resources'\nelement 5: a 'Docs'\nelement 6: a 'About'\nelement 7: a 'Blog'\nelement 8: a 'Changelog'\nelement 9: a 'Knowledge Base'\nelement 10: a 'AI Apps'\nelement 11: a 'Web Apps'\nelement 12: a 'Marketing Sites'\nelement 13: a 'Platforms'\nelement 14: a 'Commerce'\nelement 15: a 'Customers'\nelement 16: a 'Marketplace'\nelement 17: a 'Partner Finder'\nelement 18: a 'AWS'\nelement 19: a 'Community \u2197'\nelement 20: a 'Enterprise'\nelement 21: a 'Pricing'\nelement 22: a submit 'Get a Demo'\nelement 23: a submit 'Log In'\nelement 24: a submit 'Sign Up'\nelement 25: a submit 'Get a demo'\nelement 26: a submit 'Explore the product'",
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    "text_after": "element 1: a 'Microsoft'\nelement 2: a 'Azure'\nelement 3: button 'Explore'\nelement 4: button 'Products'\nelement 5: button 'Solutions'\nelement 6: button 'More'\nelement 7: button 'Search Azure'\nelement 8: a 'Learn'\nelement 9: a 'Support'\nelement 10: a 'Contact Sales'\nelement 11: a 'Get started with Azure'\nelement 12: a 'Sign in'\nelement 13: a 'Learn more'\nelement 14: a 'Get started with Azure'\nelement 15: a 'Join us'\nelement 16: a 'Featured news'\nelement 17: a 'Solutions'\nelement 18: a 'Products and services'\nelement 19: a 'Resources by role'\nelement 20: a 'Customer stories'\nelement 21: a 'Get started with Azure'\nelement 22: input search 'Ask a question about Azure.'\nelement 23: button submit 'Submit'\nelement 24: button submit 'How can I try Azure?'\nelement 25: button submit 'How will Microsoft Foundry help my business?'\nelement 26: a 'Close web assistant'\nelement 27: button button 'Positive feedback'\nelement 28: button button 'Negative feedback'\nelement 29: a 'Terms of use'\nelement 30: a 'Privacy'",
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    "url_after": "https://azure.microsoft.com/en-us",
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   "meta": {
    "site": "https://www.heroku.com",
    "step_id": "154_4_2",
    "text_before": "element 1: a 'Sign Up Now!'\nelement 2: button 'Search Open Search Popup'\nelement 3: a 'Login'\nelement 4: a 'Sign Up'\nelement 5: a 'Products'\nelement 6: span 'Toggle Submenu'\nelement 7: a 'Developers'\nelement 8: span 'Toggle Submenu'\nelement 9: a 'Developers'\nelement 10: a 'Dev Center Dive into our comprehensive documentation and gui'\nelement 11: a 'Languages'\nelement 12: a 'Python'\nelement 13: a '.NET'\nelement 14: a 'Java'\nelement 15: a 'Node.js'\nelement 16: a 'Go'\nelement 17: a 'PHP'\nelement 18: a 'Ruby'\nelement 19: a 'Scala'\nelement 20: a 'Clojure'\nelement 21: a '6 Lesser-Known Heroku CLI Commands You Probably Aren\u2019t Using'\nelement 22: a 'ANDY SMITH'\nelement 23: a 'Customers'\nelement 24: span 'Toggle Submenu'\nelement 25: a 'Pricing'\nelement 26: a 'Resources'\nelement 27: span 'Toggle Submenu'\nelement 28: a 'Get Started Now'\nelement 29: a 'Heroku Platform'",
    "text_after": "element 1: a 'Log in'\nelement 2: input text 'First name'\nelement 3: input text 'Last name'\nelement 4: input email 'Email address'\nelement 5: input text 'Company name'\nelement 6: select 'Country/Region United States Afghanistan Aland Islands Alban'\nelement 7: input submit 'Get Started'\nelement 8: a 'Privacy Policy' value='Get Started'\nelement 9: a 'Terms of Service'",
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    "url_after": "https://signup.heroku.com/",
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   "meta": {
    "site": "https://cloud.google.com",
    "step_id": "149_0_2",
    "text_before": "element 1: a 'Get started for free'\nelement 2: a 'Contact sales'\nelement 3: a 'Try Gemini Enterprise app\u2014the front door to AI for every emp'\nelement 4: a 'SECURITY Outpace adversaries in the AI era with Google AI Th'\nelement 5: a 'GLOBAL DIGITAL EVENT Register for Gemini at Work: See how in'\nelement 6: a 'AI ANNOUNCEMENTS What Google Cloud announced in AI this mont'\nelement 7: button 'chevron_left'\nelement 8: button 'chevron_right'\nelement 9: input text 'Ask anything about Google Cloud'\nelement 10: button 'Send message'\nelement 11: a 'Overview'\nelement 12: a 'Solutions'\nelement 13: a 'Products'\nelement 14: a 'Pricing'\nelement 15: a 'Resources'\nelement 16: i 'send'\nelement 17: a 'Docs'\nelement 18: a 'Support'\nelement 19: a 'Sign in'\nelement 20: button 'close'\nelement 21: a 'Request a quote'\nelement 22: a 'Google Cloud pricing Pay only for what you use with no lock-'\nelement 23: a 'Pricing calculator Calculate your cloud savings.'\nelement 24: a 'Google Cloud free tier Explore products with free monthly us'\nelement 25: a 'Cost optimization framework Get best practices to optimize w'\nelement 26: a 'Cost management tools Tools to monitor and control your cost'\nelement 27: a 'Compute Engine'\nelement 28: a 'Cloud SQL'\nelement 29: a 'Google Kubernetes Engine'\nelement 30: a 'Cloud Storage'",
    "text_after": "element 1: a 'Get started for free'\nelement 2: a 'Contact sales'\nelement 3: a 'Try Gemini Enterprise app\u2014the front door to AI for every emp'\nelement 4: a 'SECURITY Outpace adversaries in the AI era with Google AI Th'\nelement 5: a 'GLOBAL DIGITAL EVENT Register for Gemini at Work: See how in'\nelement 6: a 'AI ANNOUNCEMENTS What Google Cloud announced in AI this mont'\nelement 7: button 'chevron_left'\nelement 8: button 'chevron_right'\nelement 9: input text 'Ask anything about Google Cloud'\nelement 10: button 'Send message'\nelement 11: a 'Overview'\nelement 12: a 'Solutions'\nelement 13: a 'Products'\nelement 14: a 'Pricing'\nelement 15: a 'Resources'\nelement 16: i 'send'\nelement 17: a 'Docs'\nelement 18: a 'Support'\nelement 19: a 'Sign in'\nelement 20: button 'close'\nelement 21: a 'Request a quote'\nelement 22: a 'Google Cloud pricing Pay only for what you use with no lock-'\nelement 23: a 'Pricing calculator Calculate your cloud savings.'\nelement 24: a 'Google Cloud free tier Explore products with free monthly us'\nelement 25: a 'Cost optimization framework Get best practices to optimize w'\nelement 26: a 'Cost management tools Tools to monitor and control your cost'\nelement 27: a 'Compute Engine'\nelement 28: a 'Cloud SQL'\nelement 29: a 'Google Kubernetes Engine'\nelement 30: a 'Cloud Storage'",
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    "url_after": "https://cloud.google.com/",
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  {
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   "meta": {
    "site": "https://kubernetes.io",
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    "site": "https://www.freecodecamp.org",
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    "text_before": "element 1: input search 'Search 13,000+ of our books and courses'\nelement 2: button submit 'Submit search terms'\nelement 3: button 'Change Language'\nelement 4: button 'Menu'\nelement 5: a 'Sign in'\nelement 6: a 'Get started (it's free)'",
    "text_after": "element 1: input text ''\nelement 2: button submit 'Continue with Email' value='default'\nelement 3: a 'Sign up'\nelement 4: button submit 'Continue with Google'\nelement 5: button submit 'Continue with GitHub'\nelement 6: button submit 'Continue with Apple'\nelement 7: a 'Terms of Service'\nelement 8: a 'Privacy Policy'",
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    "text_after": "element 1: input text 'Search AWS Marketplace'\nelement 2: button button 'Search AWS Marketplace'\nelement 3: a 'Agent Mode'\nelement 4: div 'English'\nelement 5: a 'Sign in'\nelement 6: a 'Create a new account'\nelement 7: div 'About'\nelement 8: div 'Categories'\nelement 9: div 'Delivery Methods'\nelement 10: div 'Solutions'\nelement 11: div 'Resources'\nelement 12: a 'Become a Channel Partner'\nelement 13: a 'Sell in AWS Marketplace'\nelement 14: a 'Amazon Web Services Home'\nelement 15: a 'Help'\nelement 16: button button 'SaaS'\nelement 17: button button 'AMI'\nelement 18: button button 'AI Agents & Tools'\nelement 19: button button 'Container'\nelement 20: button button 'Machine Learning'\nelement 21: button button 'Professional Services'\nelement 22: button button 'Data'\nelement 23: button button 'Free'\nelement 24: a 'LiveRamp Identity Resolution'\nelement 25: a 'IMDb Meters: Top 1,000 Most Popular Titles on IMDb By Region'\nelement 26: a 'Restaurant Menus in the US (Trial)'\nelement 27: a 'Intelligent Event data sample - Attended events, Seattle'",
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   "meta": {
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    "url_before": "https://www.mongodb.com/",
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    "site": "https://www.mongodb.com",
    "step_id": "158_4_1",
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    "url_before": "https://www.mongodb.com/",
    "url_after": "https://www.mongodb.com/",
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   "i": 2008,
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    "site": "https://www.shopify.com",
    "step_id": "145_1_1",
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    "text_after": "element 1: a 'Sidekick Your commerce-obsessed AI assistant.'\nelement 2: a 'Commerce for Agents Build with our agent tools'\nelement 3: a 'Shopify App Store Largest commerce ecosystem'\nelement 4: a 'Shopify.dev Dev docs, CLI, and more'\nelement 5: a 'Pricing'\nelement 6: a 'Enterprise'\nelement 7: a 'Log in'\nelement 8: a 'Start for free'\nelement 9: a 'Start for free'\nelement 10: button button 'Why we build Shopify'\nelement 11: span 'Sell everywhere people shop.'",
    "url_before": "https://www.shopify.com/",
    "url_after": "https://www.shopify.com/",
    "goal_kind": "follow",
    "candidate": "3"
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   "i": 2009,
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   "meta": {
    "site": "https://wordpress.com",
    "step_id": "143_4_1",
    "text_before": "element 1: button 'Products'\nelement 2: button 'Resources'\nelement 3: a 'Support'\nelement 4: a 'Pricing'\nelement 5: a 'Log in'\nelement 6: a 'Get started'\nelement 7: a 'Business name generator'\nelement 8: a 'Logo generator'\nelement 9: a 'Hire an expert'\nelement 10: a 'Site profiler'\nelement 11: a 'Newspack'\nelement 12: a 'Developer tools'\nelement 13: a 'Developer blog'\nelement 14: a 'Rest API'\nelement 15: a 'Docs'\nelement 16: a 'Studio'\nelement 17: a 'Themes'\nelement 18: a 'Plugins'\nelement 19: a 'Patterns'\nelement 20: a 'AI features'\nelement 21: a 'View all features'\nelement 22: a 'Latest news'\nelement 23: a 'Browse blogs'\nelement 24: a 'Get started'\nelement 25: a 'Watch the film'\nelement 26: button button 'Help'",
    "text_after": "element 1: button 'Products'\nelement 2: button 'Resources'\nelement 3: a 'Support'\nelement 4: a 'Pricing'\nelement 5: a 'Log in'\nelement 6: a 'Get started'\nelement 7: a 'Business name generator'\nelement 8: a 'Logo generator'\nelement 9: a 'Hire an expert'\nelement 10: a 'Site profiler'\nelement 11: a 'Newspack'\nelement 12: a 'Developer tools'\nelement 13: a 'Developer blog'\nelement 14: a 'Rest API'\nelement 15: a 'Docs'\nelement 16: a 'Studio'\nelement 17: a 'Themes'\nelement 18: a 'Plugins'\nelement 19: a 'Patterns'\nelement 20: a 'AI features'\nelement 21: a 'View all features'\nelement 22: a 'Latest news'\nelement 23: a 'Browse blogs'\nelement 24: a 'Get started'\nelement 25: a 'Watch the film'\nelement 26: button button 'Help'",
    "url_before": "https://wordpress.com/",
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   "i": 2010,
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    "text_after": "element 1: a 'Home link'\nelement 2: a 'Tutorials'\nelement 3: a 'References'\nelement 4: a 'Exercises'\nelement 5: a 'Certificates'\nelement 6: input text 'Search field'\nelement 7: div 'Button to search'\nelement 8: a 'NEW W3Schools app Start the adventure'\nelement 9: div 'Sign In'\nelement 10: a 'Get Certified'\nelement 11: div '\u276f HTML CSS JAVASCRIPT SQL PYTHON JAVA PHP C C++ C# AWS W3.CS'\nelement 12: a 'HTML'\nelement 13: a 'CSS'\nelement 14: a 'JAVASCRIPT'\nelement 15: a 'SQL'\nelement 16: a 'PYTHON'\nelement 17: a 'JAVA'\nelement 18: a 'PHP'\nelement 19: a 'C'\nelement 20: a 'C++'\nelement 21: a 'C#'\nelement 22: a 'AWS'\nelement 23: a 'W3.CSS'\nelement 24: a 'HOW TO'\nelement 25: a 'BOOTSTRAP'\nelement 26: a 'REACT'\nelement 27: a 'MYSQL'\nelement 28: a 'JQUERY'\nelement 29: a 'EXCEL'\nelement 30: a 'Sign in'",
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    "url_after": "https://www.w3schools.com/",
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   "i": 2011,
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    "site": "https://aws.amazon.com",
    "step_id": "148_2_0",
    "text_before": "element 1: a 'Skip to main content'\nelement 2: button 'English'\nelement 3: a 'Contact us'\nelement 4: a 'AWS Marketplace'\nelement 5: button 'Support'\nelement 6: button 'My account'\nelement 7: button 'AWS Profile'\nelement 8: a 'Click here to return to Amazon Web Services homepage'\nelement 9: a 're:Invent'\nelement 10: button 'Discover AWS'\nelement 11: button 'Products'\nelement 12: button 'Solutions'\nelement 13: button 'Pricing'\nelement 14: button 'Resources'\nelement 15: button 'Search'\nelement 16: a 'Sign in to console'\nelement 17: a 'Create account'\nelement 18: button 'Open feedback'\nelement 19: a 'Start free with AWS'\nelement 20: button 'Hi, I can connect you with an AWS representative or answer q'\nelement 21: button 'Close notification'\nelement 22: button '1'",
    "text_after": "element 1: a 'Skip to main content'\nelement 2: button 'English'\nelement 3: a 'Contact us'\nelement 4: a 'AWS Marketplace'\nelement 5: button 'Support'\nelement 6: button 'My account'\nelement 7: button 'AWS Profile'\nelement 8: a 'Click here to return to Amazon Web Services homepage'\nelement 9: a 're:Invent'\nelement 10: button 'Discover AWS'\nelement 11: button 'Products'\nelement 12: button 'Solutions'\nelement 13: button 'Pricing'\nelement 14: button 'Resources'\nelement 15: button 'Search'\nelement 16: a 'Sign in to console'\nelement 17: a 'Create account'\nelement 18: button 'Open feedback'\nelement 19: a 'Start free with AWS'\nelement 20: button 'Ask a Question'",
    "url_before": "https://aws.amazon.com/",
    "url_after": "https://aws.amazon.com/",
    "goal_kind": "follow"
   }
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   "i": 2012,
   "qid": "done",
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   "y": 0,
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    "site": "https://www.netlify.com",
    "step_id": "153_4_0",
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    "text_after": "element 1: a 'Go to homepage'\nelement 2: button 'Toggle platform submenu'\nelement 3: a 'Explore the platform'\nelement 4: a 'Agent Runners'\nelement 5: a 'Deploy Previews'\nelement 6: a 'AI Gateway'\nelement 7: a 'Functions'\nelement 8: a 'Database'\nelement 9: a 'Observability'\nelement 10: a 'Security'\nelement 11: a 'Edge network'\nelement 12: button 'Toggle solutions submenu'\nelement 13: button 'Toggle developers submenu'\nelement 14: button 'Toggle resources submenu'\nelement 15: a 'Pricing'\nelement 16: button 'Search'\nelement 17: a 'Contact'\nelement 18: a 'Log in'\nelement 19: a 'Sign up'\nelement 20: a 'Start building'\nelement 21: a 'Request a demo'\nelement 22: button button 'fetch https://netlify.ai'\nelement 23: div 'Drop here'\nelement 24: button 'Ask Netlify'\nelement 25: a 'Read our Privacy Policy'\nelement 26: button 'Reject All'\nelement 27: button 'Accept All'\nelement 28: button 'Cookies Settings'",
    "url_before": "https://www.netlify.com/",
    "url_after": "https://www.netlify.com/",
    "goal_kind": "click",
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   "i": 2013,
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   "p": 0.9888,
   "y": 1,
   "meta": {
    "site": "https://www.digitalocean.com",
    "step_id": "151_0_2",
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    "text_after": "element 1: a 'Docs'\nelement 2: a 'Platform'\nelement 3: a 'Products'\nelement 4: a 'Reference'\nelement 5: a 'Support'\nelement 6: input search 'Search'\nelement 7: a 'Sign Up'\nelement 8: button 'Sign Up'\nelement 9: button button 'Toggle light or dark theme'\nelement 10: a 'Support Home'\nelement 11: a 'Accounts'\nelement 12: a 'API'\nelement 13: a 'App Platform'\nelement 14: a 'Backups'\nelement 15: a 'Bare Metal GPUs'\nelement 16: a 'Billing'\nelement 17: a 'Cloudways'\nelement 18: a 'Container Registry'\nelement 19: a 'DDoS'\nelement 20: a 'DNS'\nelement 21: a 'Droplets'\nelement 22: a 'Firewalls'\nelement 23: a 'Functions'\nelement 24: a 'Inference'\nelement 25: a 'IPv6'\nelement 26: a 'Kafka'\nelement 27: a 'Kubernetes'\nelement 28: a 'Load Balancers'\nelement 29: a 'MongoDB'\nelement 30: a 'Monitoring'",
    "url_before": "https://docs.digitalocean.com/support/",
    "url_after": "https://docs.digitalocean.com/support/functions/",
    "goal_kind": "follow"
   }
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  {
   "i": 2014,
   "qid": "done",
   "p": 0.0272,
   "y": 0,
   "meta": {
    "site": "https://www.nyu.edu",
    "step_id": "138_0_2",
    "text_before": "element 1: a 'Cookie Notice'\nelement 2: button 'Accept'\nelement 3: button 'Deny Non-Essential'\nelement 4: a 'Academics'\nelement 5: a 'Admissions'\nelement 6: a 'Research'\nelement 7: a 'University Life'\nelement 8: a 'About'\nelement 9: a 'All NYU'\nelement 10: a 'Give'\nelement 11: button button 'Info For'\nelement 12: a 'Log In'\nelement 13: input search 'Search'\nelement 14: button submit 'Search NYU'\nelement 15: button button 'Close Search'\nelement 16: button 'Search'",
    "text_after": "element 1: a 'Cookie Notice'\nelement 2: button 'Accept'\nelement 3: button 'Deny Non-Essential'\nelement 4: a 'Academics'\nelement 5: a 'Admissions'\nelement 6: a 'Research'\nelement 7: a 'University Life'\nelement 8: a 'About'\nelement 9: a 'All NYU'\nelement 10: a 'Give'\nelement 11: button button 'Info For'\nelement 12: a 'Log In'\nelement 13: input search 'Search'\nelement 14: button submit 'Search NYU'\nelement 15: button button 'Close Search'\nelement 16: button 'Search'",
    "url_before": "https://www.nyu.edu/",
    "url_after": "https://www.nyu.edu/",
    "goal_kind": "follow",
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   }
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   "i": 2015,
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   "p": 0.9887,
   "y": 1,
   "meta": {
    "site": "https://aws.amazon.com",
    "step_id": "148_1_1",
    "text_before": "element 1: a 'Skip to main content'\nelement 2: button 'English'\nelement 3: a 'Contact us'\nelement 4: a 'AWS Marketplace'\nelement 5: button 'Support'\nelement 6: button 'My account'\nelement 7: button 'AWS Profile'\nelement 8: a 'Click here to return to Amazon Web Services homepage'\nelement 9: a 're:Invent'\nelement 10: button 'Discover AWS'\nelement 11: button 'Products'\nelement 12: button 'Solutions'\nelement 13: button 'Pricing'\nelement 14: button 'Resources'\nelement 15: button 'Search'\nelement 16: a 'Sign in to console'\nelement 17: a 'Create account'\nelement 18: button 'Close'\nelement 19: a 'Documentation Get detailed technical guides and references f'\nelement 20: a 'Training & Certification Build and validate your AWS cloud s'\nelement 21: a 'Cloud term glossary Learn more about key cloud computing con'\nelement 22: a 'Whitepapers Expand your knowledge of the cloud with expert g'\nelement 23: a 'Cloud fundamentals Step-by-step instructions for common AWS '\nelement 24: a 'Tutorials Get started with step-by-step instructions'\nelement 25: a 'Builder Center Learn, build, and connect with builders in th'\nelement 26: a 'Events and webinars Connect, collaborate, and learn from AWS'\nelement 27: a 'Partner Network Collaborate with AWS partners to grow your b'\nelement 28: a 'Marketplace Find, test, buy, and deploy third-party software'\nelement 29: a 'Support Access proactive guidance, issue resolution, and hel'\nelement 30: a 'Professional services Accelerate business transformation wit'",
    "text_after": "element 1: a 'Skip to main content'\nelement 2: button 'English'\nelement 3: a 'Contact us'\nelement 4: a 'AWS Marketplace'\nelement 5: button 'Support'\nelement 6: button 'My account'\nelement 7: button 'AWS Profile'\nelement 8: a 'Click here to return to Amazon Web Services homepage'\nelement 9: a 're:Invent'\nelement 10: button 'Discover AWS'\nelement 11: button 'Products'\nelement 12: button 'Solutions'\nelement 13: button 'Pricing'\nelement 14: button 'Resources'\nelement 15: button 'Search'\nelement 16: a 'Sign in to console'\nelement 17: a 'Create account'\nelement 18: button 'Close'\nelement 19: a 're:Invent 2026 The session catalog is live. Explore what's w'\nelement 20: a 'Build & Deploy AI Agents 88% of agent pilots stall. Learn wh'\nelement 21: a 'Independent Software Vendors AI for software & tech: build, '\nelement 22: a 'Data for agentic AI The 7 essential data capabilities to sca'\nelement 23: a 'Agent Toolkit Give AI coding agents up-to-date docs and AWS '\nelement 24: a 'Amazon Quick Answers grounded in your actual business data'\nelement 25: a 'News & announcements'\nelement 26: a 'AWS blog'\nelement 27: a 'Why AWS'\nelement 28: a 'Getting Started'\nelement 29: a 'Security'\nelement 30: a 'Compliance'",
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    "url_after": "https://aws.amazon.com/",
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   "i": 2016,
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   "p": 0.2009,
   "y": 0,
   "meta": {
    "site": "https://cloud.google.com",
    "step_id": "149_2_2",
    "text_before": "element 1: a 'Get started for free'\nelement 2: a 'Contact sales'\nelement 3: a 'Try Gemini Enterprise app\u2014the front door to AI for every emp'\nelement 4: a 'SECURITY Outpace adversaries in the AI era with Google AI Th'\nelement 5: a 'GLOBAL DIGITAL EVENT Register for Gemini at Work: See how in'\nelement 6: a 'AI ANNOUNCEMENTS What Google Cloud announced in AI this mont'\nelement 7: button 'chevron_left'\nelement 8: button 'chevron_right'\nelement 9: input text 'Ask anything about Google Cloud'\nelement 10: button 'Send message'\nelement 11: a 'Overview'\nelement 12: a 'Solutions'\nelement 13: a 'Products'\nelement 14: a 'Pricing'\nelement 15: a 'Resources'\nelement 16: i 'send'\nelement 17: a 'Docs'\nelement 18: a 'Support'\nelement 19: a 'Sign in'",
    "text_after": "element 1: a 'Get started for free'\nelement 2: a 'Contact sales'\nelement 3: a 'Try Gemini Enterprise app\u2014the front door to AI for every emp'\nelement 4: a 'SECURITY Outpace adversaries in the AI era with Google AI Th'\nelement 5: a 'GLOBAL DIGITAL EVENT Register for Gemini at Work: See how in'\nelement 6: a 'AI ANNOUNCEMENTS What Google Cloud announced in AI this mont'\nelement 7: button 'chevron_left'\nelement 8: button 'chevron_right'\nelement 9: input text 'Ask anything about Google Cloud'\nelement 10: button 'Send message'\nelement 11: a 'Overview'\nelement 12: a 'Solutions'\nelement 13: a 'Products'\nelement 14: a 'Pricing'\nelement 15: a 'Resources'\nelement 16: i 'send'\nelement 17: a 'Docs'\nelement 18: a 'Support'\nelement 19: a 'Sign in'",
    "url_before": "https://cloud.google.com/",
    "url_after": "https://cloud.google.com/",
    "goal_kind": "click"
   }
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  {
   "i": 2017,
   "qid": "skip",
   "p": 0.0086,
   "y": 0,
   "meta": {
    "site": "https://www.nyu.edu",
    "step_id": "138_4_0",
    "text_before": "element 1: a 'Academics'\nelement 2: a 'Admissions'\nelement 3: a 'Research'\nelement 4: a 'University Life'\nelement 5: a 'About'\nelement 6: a 'All NYU'\nelement 7: a 'Give'\nelement 8: button button 'Info For'\nelement 9: a 'Log In'\nelement 10: input search 'Search'\nelement 11: button submit 'Search NYU'\nelement 12: button button 'Close Search'\nelement 13: button 'Search'",
    "text_after": "element 1: a 'Academics'\nelement 2: a 'Admissions'\nelement 3: a 'Research'\nelement 4: a 'University Life'\nelement 5: a 'About'\nelement 6: a 'All NYU'\nelement 7: a 'Give'\nelement 8: button button 'Info For'\nelement 9: a 'Log In'\nelement 10: input search 'Search'\nelement 11: button submit 'Search NYU'\nelement 12: button button 'Close Search'\nelement 13: button 'Search'",
    "url_before": "https://www.nyu.edu/",
    "url_after": "https://www.nyu.edu/",
    "goal_kind": "click",
    "candidate": "7"
   }
  },
  {
   "i": 2018,
   "qid": "skip",
   "p": 0.0123,
   "y": 0,
   "meta": {
    "site": "https://www.hackerrank.com",
    "step_id": "167_1_1",
    "text_before": "element 1: a 'Pricing'\nelement 2: a 'Human Data'\nelement 3: a 'Log In'\nelement 4: a 'Request Demo'\nelement 5: a 'Create a free account'\nelement 6: a 'Login'\nelement 7: a 'Contact sales'\nelement 8: a 'Get free trial'\nelement 9: a 'Login'\nelement 10: a 'Sign up.'",
    "text_after": "element 1: a 'Pricing'\nelement 2: a 'Human Data'\nelement 3: a 'Log In'\nelement 4: a 'Request Demo'\nelement 5: a 'Create a free account'\nelement 6: input email ''\nelement 7: input text ''\nelement 8: input text ''\nelement 9: input text ''\nelement 10: input text ''\nelement 11: select 'Please Select 1-10 11-100 101-500 501-1000 1001-5000 5001-10'\nelement 12: select 'Please Select United States Afghanistan \u00c5land Islands Albani'\nelement 13: select 'Please Select Hiring solutions for my organization Learning '\nelement 14: a 'Privacy Policy'\nelement 15: input submit 'Schedule A Demo'",
    "url_before": "https://www.hackerrank.com/access-account",
    "url_after": "https://www.hackerrank.com/request-demo",
    "goal_kind": "follow",
    "candidate": "4"
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  {
   "i": 2019,
   "qid": "effect",
   "p": 0.9801,
   "y": 1,
   "meta": {
    "site": "https://www.docker.com",
    "step_id": "155_5_2",
    "text_before": "element 1: a 'Insights on the state of AI agents from 800+ builders and le'\nelement 2: a 'Products'\nelement 3: a 'Support'\nelement 4: a 'Pricing'\nelement 5: a 'Get started'\nelement 6: a 'Buy now'\nelement 7: a 'Buy now'\nelement 8: a 'Buy now'\nelement 9: a 'Contact sales'\nelement 10: a 'Blog'\nelement 11: a 'Docs'\nelement 12: button submit 'Search'\nelement 13: a 'Sign In'\nelement 14: a 'Get Started'\nelement 15: a 'Docker Sandboxes MicroVM isolation for every agent session. '\nelement 16: a 'Docker AI Governance One console for sandbox and MCP policy.'\nelement 17: a 'Docker Hardened Images Minimal, signed, continuously patched'",
    "text_after": "element 1: a 'Insights on the state of AI agents from 800+ builders and le'\nelement 2: a 'Products'\nelement 3: a 'Support'\nelement 4: a 'Pricing'\nelement 5: a 'Get started'\nelement 6: a 'Buy now'\nelement 7: a 'Buy now'\nelement 8: a 'Buy now'\nelement 9: a 'Contact sales'\nelement 10: a 'Blog'\nelement 11: a 'Docs'\nelement 12: button submit 'Search'\nelement 13: a 'Sign In'\nelement 14: a 'Get Started'\nelement 15: a 'Docker Sandboxes MicroVM isolation for every agent session. '\nelement 16: a 'Docker AI Governance One console for sandbox and MCP policy.'\nelement 17: a 'Docker Hardened Images Minimal, signed, continuously patched'",
    "url_before": "https://www.docker.com/",
    "url_after": "https://www.docker.com/",
    "goal_kind": "click"
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 ]
}