{"menu":{"header":[{"uuid":"6eb1f7b0-5c82-40df-8320-081a8ebcc467","sort":"0","title":"Research","link":"#","submenus":[{"uuid":"7dba9af5-ccde-48a9-9282-8874005dbbb5","sort":"0","title":"AGI Timing","link":"https:\/\/research.aimultiple.com\/artificial-general-intelligence-singularity-timing\/","target":"0","submenus":[{"sort":"0","title":"","link":"","target":"0"}]},{"uuid":"8224aa54-e374-43e5-a3b0-871962e5cfe3","sort":"1","title":"AI Chip Makers","link":"https:\/\/research.aimultiple.com\/ai-chip-makers\/","target":"0","submenus":[{"sort":"0","title":"","link":"","target":"0"}]},{"uuid":"cefe9977-0800-465f-a758-d333b4c7fd7f","sort":"2","title":"AP in ERP","link":"https:\/\/research.aimultiple.com\/accounts-payable-erp\/","target":"1","submenus":[{"sort":"0","title":"","link":"","target":"0"}]},{"uuid":"423c1ebb-caeb-489c-88a6-3efc7b35104f","sort":"3","title":"CRM AI","link":"https:\/\/research.aimultiple.com\/crm-ai\/","target":"0"},{"uuid":"dbc0f93f-81a6-4e09-9567-e54125c681d6","sort":"4","title":"DAST","link":"https:\/\/research.aimultiple.com\/dast\/","target":"0"},{"uuid":"2bfe9335-6e73-4cd0-95df-47ee9c8fbf93","sort":"5","title":"DAST Tools","link":"https:\/\/research.aimultiple.com\/dast-tools\/","target":"0"},{"uuid":"08b48015-757e-4814-b34f-7d65a3e55ecc","sort":"6","title":"Data Collection Services","link":"https:\/\/research.aimultiple.com\/data-collection-services\/","target":"0"},{"uuid":"67ea7c54-bb1a-4aad-922f-9eca91fa6163","sort":"7","title":"DLP Software","link":"https:\/\/research.aimultiple.com\/dlp-software","target":"0"},{"uuid":"372103d9-4fe3-4627-885a-f75e20e68553","sort":"8","title":"Help Desk Software","link":"https:\/\/research.aimultiple.com\/help-desk-software\/","target":"0"},{"uuid":"624e0e7a-1344-49ab-8188-6a5864930b07","sort":"9","title":"IAST","link":"https:\/\/research.aimultiple.com\/iast-tools\/","target":"0"},{"uuid":"484a3b98-fb71-4f78-a64b-3e65ef26055f","sort":"10","title":"Network Monitoring Software","link":"https:\/\/research.aimultiple.com\/network-monitoring-software\/","target":"0"},{"uuid":"44f6bba2-b4e3-467f-84bf-0d4798068f81","sort":"11","title":"Web Crawler","link":"https:\/\/research.aimultiple.com\/web-crawler\/","target":"0"}],"target":"0"},{"uuid":"c0a7157e-2a33-4823-bc88-7920d97c18a1","sort":"1","title":"Software Lists","link":"#","submenus":[{"uuid":"6860314d-a928-452d-9834-b37a3215c560","sort":"0","title":"Conversational AI","link":"https:\/\/aimultiple.com\/chatbot-platform","target":"0"},{"uuid":"5077cbad-c4de-457d-a590-41c20df76c05","sort":"1","title":"Data Collection","link":"https:\/\/aimultiple.com\/data-collection-companies","target":"0"},{"uuid":"c745ba54-56fb-4867-aaae-df3017568ac5","sort":"2","title":"Process Mining","link":"https:\/\/aimultiple.com\/process-mining-software","target":"0"},{"uuid":"0b8a5bb3-2f0a-4101-9e8d-fbc32d018550","sort":"3","title":"RPA","link":"https:\/\/aimultiple.com\/rpa-software","target":"0"},{"uuid":"23a5ec11-36b8-45d8-8d54-2c31b4fd5b54","sort":"4","title":"Synthetic Data","link":"https:\/\/aimultiple.com\/synthetic-data-generator","target":"0"},{"uuid":"f9ac33fb-0798-4f05-9e0d-82bc2dc079c1","sort":"5","title":"Web Data","link":"https:\/\/aimultiple.com\/web-crawler","target":"0"}],"target":"0"}],"footer":[{"sort":"0","title":"AIMultiple","link":"#","submenus":[{"sort":"0","title":"About","link":"https:\/\/aimultiple.com\/about","target":"0"},{"sort":"1","title":"Career","link":"https:\/\/www.linkedin.com\/company\/aimultiple\/jobs\/","target":"0"},{"sort":"2","title":"Commitments","link":"https:\/\/aimultiple.com\/commitments","target":"0"},{"sort":"3","title":"Contact","link":"https:\/\/aimultiple.com\/contact-us","target":"0"},{"sort":"4","title":"Culture","link":"https:\/\/aimultiple.com\/culture","target":"0"},{"sort":"5","title":"How we are funded","link":"https:\/\/aimultiple.com\/funding","target":"1"},{"sort":"6","title":"How we test","link":"https:\/\/aimultiple.com\/how-we-test","target":"1"},{"sort":"7","title":"Methodology","link":"https:\/\/aimultiple.com\/methodology","target":"1"}],"target":"0"},{"sort":"1","title":"Popular Research","link":"#","submenus":[{"sort":"0","title":"AI Applications","link":"https:\/\/research.aimultiple.com\/ai-usecases\/","target":"0"},{"sort":"1","title":"AI Chip Makers","link":"https:\/\/research.aimultiple.com\/ai-chip-makers\/","target":"0"},{"sort":"2","title":"Enterprise Job Scheduling Software","link":"https:\/\/research.aimultiple.com\/enterprise-job-scheduler-software\/","target":"0"},{"sort":"3","title":"Generative AI Applications","link":"https:\/\/research.aimultiple.com\/generative-ai-applications\/","target":"0"},{"sort":"4","title":"LLM Evaluation","link":"https:\/\/research.aimultiple.com\/large-language-model-evaluation\/","target":"0"},{"sort":"5","title":"Retrieval Augmented Generation (RAG)","link":"https:\/\/research.aimultiple.com\/retrieval-augmented-generation\/","target":"0"},{"sort":"6","title":"Web Unblockers for Web Data Collection","link":"https:\/\/research.aimultiple.com\/web-unblockers\/","target":"0"},{"sort":"7","title":"Serverless GPU Providers","link":"https:\/\/research.aimultiple.com\/serverless-gpu\/","target":"0"}],"target":"0"},{"sort":"2","title":"Popular Software Lists","link":"#","submenus":[{"sort":"0","title":"Conversational AI Platforms","link":"https:\/\/aimultiple.com\/chatbot-platform","target":"0"},{"sort":"1","title":"Data Annotation Services","link":"https:\/\/aimultiple.com\/data-annotation-service","target":"0"},{"sort":"2","title":"Data Collection Services","link":"https:\/\/aimultiple.com\/data-collection-companies","target":"0"},{"sort":"3","title":"Process Mining Software","link":"https:\/\/aimultiple.com\/process-mining-software","target":"0"},{"sort":"4","title":"RPA Software","link":"https:\/\/aimultiple.com\/rpa-software","target":"0"},{"sort":"5","title":"Recommendation Engines","link":"https:\/\/aimultiple.com\/recommendation-engine","target":"0"},{"sort":"6","title":"Workload Automation Software","link":"https:\/\/aimultiple.com\/workload-automation","target":"0"},{"sort":"7","title":"Voice Bots","link":"https:\/\/aimultiple.com\/voice-bots","target":"0"}],"target":"0"},{"sort":"3","title":"For Vendors","link":"#","submenus":[{"sort":"0","title":"Claim Your Solution","link":"https:\/\/grow.aimultiple.com\/","target":"0"},{"sort":"1","title":"Learn Best Practices","link":"https:\/\/research.aimultiple.com\/category\/vendors\/","target":"1"}],"target":"0"}],"footer_links":[{"text":"Terms and Conditions","link":"https:\/\/aimultiple.com\/terms-of-service"},{"text":"Privacy Policy","link":"https:\/\/aimultiple.com\/privacy-policy"}]},"sponsors":["ibm.com","redwood.com","advsyscon.com","brightdata.com","testifi.io","mostly.ai","clickworker.com","argos-labs.com","positronic.ai","haptik.ai","wikipedia.org"],"variables":{"footer_text":"Enterprises use AIMultiple to identify new software and services, their use cases, benefits, best practices and case studies. AIMultiple shares data-driven insights on how solutions in AI \/ generative AI \/ machine learning \/ data science, cloud \/ cloud GPUs, cybersecurity \/ application security \/ network security \/ microsegmentation, data collection \/ web data \/ survey software, IoT, process mining, RPA \/ AP automation \/ workload automation \/ MFT can transform businesses.","footer_text1":"Data-driven, Transparent, Practical New Tech Industry Analysis","twitter":"https:\/\/twitter.com\/aimultiple","linkedin":"https:\/\/www.linkedin.com\/company\/aimultiple\/mycompany\/"},"redirect":false,"mega_menu":[{"text":"Research","href":"#","type":"mega","childMenu":[{"text":"AI including GenAI","href":"#","megaMenu":[{"text":"AGI Timing","href":"https:\/\/research.aimultiple.com\/artificial-general-intelligence-singularity-timing\/","slug":"\/artificial-general-intelligence-singularity-timing\/"},{"text":"AI Bias","href":"https:\/\/research.aimultiple.com\/ai-bias\/","slug":"\/ai-bias\/"},{"text":"AI Ethics","href":"https:\/\/research.aimultiple.com\/ai-ethics\/","slug":"\/ai-ethics\/"},{"text":"AI Usecases","href":"https:\/\/research.aimultiple.com\/ai-usecases\/","slug":"\/ai-usecases\/"},{"text":"Datasets for ML","href":"https:\/\/research.aimultiple.com\/datasets-for-ml\/","slug":"\/datasets-for-ml\/"},{"text":"Enterprise Generative AI","href":"https:\/\/research.aimultiple.com\/enterprise-generative-ai\/","slug":"\/enterprise-generative-ai\/"},{"text":"Generative AI Applications","href":"https:\/\/research.aimultiple.com\/generative-ai-applications\/","slug":"\/generative-ai-applications\/"},{"text":"Healthcare AI Use Cases","href":"https:\/\/research.aimultiple.com\/healthcare-ai-use-cases\/","slug":"\/healthcare-ai-use-cases\/"},{"text":"LLM Evaluation","href":"https:\/\/research.aimultiple.com\/large-language-model-evaluation\/","slug":"\/large-language-model-evaluation\/"},{"text":"Logistics AI","href":"https:\/\/research.aimultiple.com\/logistics-ai\/","slug":"\/logistics-ai\/"},{"text":"Manufacturing AI","href":"https:\/\/research.aimultiple.com\/manufacturing-ai\/","slug":"\/manufacturing-ai\/"},{"text":"Retrieval Augmented Generation","href":"https:\/\/research.aimultiple.com\/retrieval-augmented-generation\/","slug":"\/retrieval-augmented-generation\/"},{"text":"Supply Chain AI","href":"https:\/\/research.aimultiple.com\/supply-chain-ai\/","slug":"\/supply-chain-ai\/"}]},{"text":"AI hardware \/ GPUs","href":"#","megaMenu":[{"text":"AI Chip Makers","href":"https:\/\/research.aimultiple.com\/ai-chip-makers\/","slug":"\/ai-chip-makers\/"},{"text":"Cloud Deep Learning","href":"https:\/\/research.aimultiple.com\/cloud-deep-learning\/","slug":"\/cloud-deep-learning\/"},{"text":"Cloud GPU Providers","href":"https:\/\/research.aimultiple.com\/cloud-gpu-providers\/","slug":"\/cloud-gpu-providers\/"},{"text":"Cloud GPU Pricing","href":"https:\/\/research.aimultiple.com\/cloud-gpu\/","slug":"\/cloud-gpu\/"}]},{"text":"AP Automation","href":"#","megaMenu":[{"text":"Accounts Payable (AP) & AI","href":"https:\/\/research.aimultiple.com\/ap-ai\/","slug":"\/ap-ai\/"},{"text":"AP in ERP","href":"https:\/\/research.aimultiple.com\/accounts-payable-erp\/","slug":"\/accounts-payable-erp\/"},{"text":"AP in Healthcare","href":"https:\/\/research.aimultiple.com\/accounts-payable-in-healthcare\/","slug":"\/accounts-payable-in-healthcare\/"},{"text":"Blackbaud AP Automation","href":"https:\/\/research.aimultiple.com\/blackbaud-ap-automation\/","slug":"\/blackbaud-ap-automation\/"},{"text":"Dynamics AP Automation","href":"https:\/\/research.aimultiple.com\/dynamics-ap-automation\/","slug":"\/dynamics-ap-automation\/"},{"text":"NetSuite AP Automation","href":"https:\/\/research.aimultiple.com\/netsuite-ap-automation\/","slug":"\/netsuite-ap-automation\/"},{"text":"Sage AP Automation","href":"https:\/\/research.aimultiple.com\/sage-ap-automation\/","slug":"\/sage-ap-automation\/"}]},{"text":"Application Security","href":"#","megaMenu":[{"text":"Dynamic Application Security Testing (DAST)","href":"https:\/\/research.aimultiple.com\/dast\/","slug":"\/dast\/"},{"text":"DAST Pricing","href":"https:\/\/research.aimultiple.com\/dast-price\/","slug":"\/dast-price\/"},{"text":"Penetration Testing Use Cases","href":"https:\/\/research.aimultiple.com\/penetration-testing-use-cases\/","slug":"\/penetration-testing-use-cases\/"},{"text":"Software Testing Best Practices","href":"https:\/\/research.aimultiple.com\/software-testing-best-practices\/","slug":"\/software-testing-best-practices\/"},{"text":"Vulnerability Management Automation","href":"https:\/\/research.aimultiple.com\/vulnerability-management-automation\/","slug":"\/vulnerability-management-automation\/"}]},{"text":"CRM","href":"#","megaMenu":[{"text":"CRM AI","href":"https:\/\/research.aimultiple.com\/crm-ai\/","slug":"\/crm-ai\/"},{"text":"CRM for Manufacturing","href":"https:\/\/research.aimultiple.com\/crm-for-manufacturing\/","slug":"\/crm-for-manufacturing\/"},{"text":"CRM in Financial Services","href":"https:\/\/research.aimultiple.com\/crm-in-financial-services\/","slug":"\/crm-in-financial-services\/"},{"text":"CRM in Retail","href":"https:\/\/research.aimultiple.com\/crm-in-retail\/","slug":"\/crm-in-retail\/"},{"text":"CRM Pricing","href":"https:\/\/research.aimultiple.com\/crm-pricing\/","slug":"\/crm-pricing\/"},{"text":"CRM Trends","href":"https:\/\/research.aimultiple.com\/crm-trends\/","slug":"\/crm-trends\/"},{"text":"CRM Software","href":"https:\/\/research.aimultiple.com\/crm-software\/","slug":"\/crm-software\/"},{"text":"Generative CRM","href":"https:\/\/research.aimultiple.com\/generative-crm\/","slug":"\/generative-crm\/"},{"text":"Healthcare CRM","href":"https:\/\/research.aimultiple.com\/healthcare-crm\/","slug":"\/healthcare-crm\/"},{"text":"Insurance CRM","href":"https:\/\/research.aimultiple.com\/insurance-crm\/","slug":"\/insurance-crm\/"},{"text":"No Code CRM","href":"https:\/\/research.aimultiple.com\/no-code-crm\/","slug":"\/no-code-crm\/"},{"text":"Pharma CRM","href":"https:\/\/research.aimultiple.com\/pharma-crm\/","slug":"\/pharma-crm\/"}]},{"text":"Customer Success","href":"#","megaMenu":[{"text":"Cloud Contact Center Solutions","href":"https:\/\/research.aimultiple.com\/cloud-contact-center-solutions\/","slug":"\/cloud-contact-center-solutions\/"},{"text":"Contact Center AI Software","href":"https:\/\/research.aimultiple.com\/contact-center-ai-software\/","slug":"\/contact-center-ai-software\/"},{"text":"Contact Center Software Features","href":"https:\/\/research.aimultiple.com\/contact-center-software-features\/","slug":"\/contact-center-software-features\/"},{"text":"Help Desk Software","href":"https:\/\/research.aimultiple.com\/help-desk-software\/","slug":"\/help-desk-software\/"},{"text":"Social Customer Service","href":"https:\/\/research.aimultiple.com\/social-customer-service\/","slug":"\/social-customer-service\/"},{"text":"Social Customer Service Software","href":"https:\/\/research.aimultiple.com\/social-customer-service-software\/","slug":"\/social-customer-service-software\/"}]},{"text":"Data","href":"#","megaMenu":[{"text":"Data Annotation","href":"https:\/\/research.aimultiple.com\/data-annotation\/","slug":"\/data-annotation\/"},{"text":"Data Augmentation","href":"https:\/\/research.aimultiple.com\/data-augmentation\/","slug":"\/data-augmentation\/"},{"text":"Data Augmentation Techniques","href":"https:\/\/research.aimultiple.com\/data-augmentation-techniques\/","slug":"\/data-augmentation-techniques\/"},{"text":"Data Collection Services","href":"https:\/\/research.aimultiple.com\/data-collection-services\/","slug":"\/data-collection-services\/"},{"text":"Data Collection Methods","href":"https:\/\/research.aimultiple.com\/data-collection-methods\/","slug":"\/data-collection-methods\/"},{"text":"Retail Audit Data Services","href":"https:\/\/research.aimultiple.com\/retail-audit-services\/","slug":"\/retail-audit-services\/"},{"text":"Sentiment Analysis Datasets","href":"https:\/\/research.aimultiple.com\/sentiment-analysis-dataset\/","slug":"\/sentiment-analysis-dataset\/"}]},{"text":"Data Loss Prevention (DLP)","href":"#","megaMenu":[{"text":"DLP for LLMs","href":"https:\/\/research.aimultiple.com\/llm-dlp\/","slug":"\/llm-dlp\/"},{"text":"DLP Software","href":"https:\/\/research.aimultiple.com\/dlp-software\/","slug":"\/dlp-software\/"},{"text":"Endpoint Detection & Response Software","href":"https:\/\/research.aimultiple.com\/edr-tools\/","slug":"\/edr-tools\/"},{"text":"Insider Threat Management","href":"https:\/\/research.aimultiple.com\/insider-threat-management\/","slug":"\/insider-threat-management\/"},{"text":"Insider Threat Management Software","href":"https:\/\/research.aimultiple.com\/insider-threat-management-software\/","slug":"\/insider-threat-management-software\/"}]},{"text":"Email marketing","href":"#","megaMenu":[{"text":"AI in Email Marketing","href":"https:\/\/research.aimultiple.com\/ai-in-email-marketing\/","slug":"\/ai-in-email-marketing\/"},{"text":"AI Email Marketing Tools","href":"https:\/\/research.aimultiple.com\/ai-email-marketing-tools\/","slug":"\/ai-email-marketing-tools\/"},{"text":"Email Marketing Analytics Solutions","href":"https:\/\/research.aimultiple.com\/email-marketing-analytics-software\/","slug":"\/email-marketing-analytics-software\/"},{"text":"Email Marketing Platforms","href":"https:\/\/research.aimultiple.com\/email-marketing-platforms\/","slug":"\/email-marketing-platforms\/"},{"text":"Email Servers","href":"https:\/\/research.aimultiple.com\/email-server\/","slug":"\/email-server\/"},{"text":"Generative AI in Email Marketing","href":"https:\/\/research.aimultiple.com\/generative-ai-for-email-marketing\/","slug":"\/generative-ai-for-email-marketing\/"},{"text":"Transactional Email Marketing Services","href":"https:\/\/research.aimultiple.com\/transactional-email-services\/","slug":"\/transactional-email-services\/"}]},{"text":"Low Code Automation","href":"#","megaMenu":[{"text":"Ecommerce Technology","href":"https:\/\/research.aimultiple.com\/ecommerce-technology\/","slug":"\/ecommerce-technology\/"},{"text":"No Code RPA","href":"https:\/\/research.aimultiple.com\/no-code-rpa\/","slug":"\/no-code-rpa\/"},{"text":"OCR Accuracy","href":"https:\/\/research.aimultiple.com\/ocr-accuracy\/","slug":"\/ocr-accuracy\/"},{"text":"Open Source RPA","href":"https:\/\/research.aimultiple.com\/open-source-rpa\/","slug":"\/open-source-rpa\/"},{"text":"Python RPA","href":"https:\/\/research.aimultiple.com\/python-rpa\/","slug":"\/python-rpa\/"},{"text":"Python RPA Library","href":"https:\/\/research.aimultiple.com\/python-rpa-library\/","slug":"\/python-rpa-library\/"},{"text":"Python RPA Tools","href":"https:\/\/research.aimultiple.com\/python-rpa-tools\/","slug":"\/python-rpa-tools\/"},{"text":"RPA in Banking","href":"https:\/\/research.aimultiple.com\/banking-rpa\/","slug":"\/banking-rpa\/"},{"text":"RPA Finance","href":"https:\/\/research.aimultiple.com\/rpa-finance\/","slug":"\/rpa-finance\/"},{"text":"RPA Generative AI","href":"https:\/\/research.aimultiple.com\/rpa-generative-ai\/","slug":"\/rpa-generative-ai\/"},{"text":"RPA In Procurement","href":"https:\/\/research.aimultiple.com\/rpa-in-procurement\/","slug":"\/rpa-in-procurement\/"},{"text":"RPA Mac","href":"https:\/\/research.aimultiple.com\/rpa-mac\/","slug":"\/rpa-mac\/"},{"text":"RPA Pricing","href":"https:\/\/research.aimultiple.com\/rpa-pricing\/","slug":"\/rpa-pricing\/"},{"text":"RPA SAP","href":"https:\/\/research.aimultiple.com\/rpa-sap\/","slug":"\/rpa-sap\/"},{"text":"RPA vs RDA","href":"https:\/\/research.aimultiple.com\/rpa-vs-rda\/","slug":"\/rpa-vs-rda\/"},{"text":"RPA Web Scraping","href":"https:\/\/research.aimultiple.com\/rpa-web-scraping\/","slug":"\/rpa-web-scraping\/"},{"text":"RPA Vendors Comparison","href":"https:\/\/research.aimultiple.com\/robotic-process-automation-rpa-vendors-comparison\/","slug":"\/robotic-process-automation-rpa-vendors-comparison\/"},{"text":"RPA Use Cases","href":"https:\/\/research.aimultiple.com\/robotic-process-automation-use-cases\/","slug":"\/robotic-process-automation-use-cases\/"},{"text":"RPA Benefits","href":"https:\/\/research.aimultiple.com\/top-robotic-process-automation-rpa-benefits\/","slug":"\/top-robotic-process-automation-rpa-benefits\/"},{"text":"UiPath Pricing","href":"https:\/\/research.aimultiple.com\/uipath-pricing\/","slug":"\/uipath-pricing\/"}]},{"text":"Network Monitoring & Security","href":"#","megaMenu":[{"text":"Firewall Audit","href":"https:\/\/research.aimultiple.com\/firewall-audit\/","slug":"\/firewall-audit\/"},{"text":"Firewall Audit Software","href":"https:\/\/research.aimultiple.com\/firewall-audit-software\/","slug":"\/firewall-audit-software\/"},{"text":"Firewall Management","href":"https:\/\/research.aimultiple.com\/firewall-management\/","slug":"\/firewall-management\/"},{"text":"Firewall Management Tools","href":"https:\/\/research.aimultiple.com\/firewall-management-tools\/","slug":"\/firewall-management-tools\/"},{"text":"Network Monitoring Software","href":"https:\/\/research.aimultiple.com\/network-monitoring-software\/","slug":"\/network-monitoring-software\/"},{"text":"Network Performance Monitoring Tools","href":"https:\/\/research.aimultiple.com\/network-performance-monitoring-tools\/","slug":"\/network-performance-monitoring-tools\/"},{"text":"Network Monitoring tools in Windows","href":"https:\/\/research.aimultiple.com\/network-monitoring-tools-in-windows\/","slug":"\/network-monitoring-tools-in-windows\/"},{"text":"Network Observability Tools","href":"https:\/\/research.aimultiple.com\/network-observability-tools\/","slug":"\/network-observability-tools\/"},{"text":"Network Monitoring with AI","href":"https:\/\/research.aimultiple.com\/ai-network-monitoring\/","slug":"\/ai-network-monitoring\/"},{"text":"Network Segmentation","href":"https:\/\/research.aimultiple.com\/network-segmentation\/","slug":"\/network-segmentation\/"},{"text":"Network Segmentation Tools","href":"https:\/\/research.aimultiple.com\/network-segmentation-tools\/","slug":"\/network-segmentation-tools\/"},{"text":"Microsegmentation","href":"https:\/\/research.aimultiple.com\/microsegmentation\/","slug":"\/microsegmentation\/"},{"text":"Microsegmentation Tools","href":"https:\/\/research.aimultiple.com\/microsegmentation-tools\/","slug":"\/microsegmentation-tools\/"}]},{"text":"Proxies & Scrapers","href":"#","megaMenu":[{"text":"AI Web Scraping","href":"https:\/\/research.aimultiple.com\/ai-web-scraping\/","slug":"\/ai-web-scraping\/"},{"text":"Antidetect Browsers","href":"https:\/\/research.aimultiple.com\/antidetect-browsers\/","slug":"\/antidetect-browsers\/"},{"text":"ChatGPT Web Scraping","href":"https:\/\/research.aimultiple.com\/chatgpt-web-scraping\/","slug":"\/chatgpt-web-scraping\/"},{"text":"Email Scrapers","href":"https:\/\/research.aimultiple.com\/email-scrapers\/","slug":"\/email-scrapers\/"},{"text":"Facebook Scraping","href":"https:\/\/research.aimultiple.com\/facebook-scraping\/","slug":"\/facebook-scraping\/"},{"text":"How to Bypass Captcha","href":"https:\/\/research.aimultiple.com\/how-to-bypass-captcha\/","slug":"\/how-to-bypass-captcha\/"},{"text":"Instagram Proxies","href":"https:\/\/research.aimultiple.com\/instagram-proxies\/","slug":"\/instagram-proxies\/"},{"text":"Instagram Scraping","href":"https:\/\/research.aimultiple.com\/instagram-scraping\/","slug":"\/instagram-scraping\/"},{"text":"LinkedIn Scrapers","href":"https:\/\/research.aimultiple.com\/linkedin-scrapers\/","slug":"\/linkedin-scrapers\/"},{"text":"Playwright Vs Puppeteer","href":"https:\/\/research.aimultiple.com\/playwright-vs-puppeteer\/","slug":"\/playwright-vs-puppeteer\/"},{"text":"Playwright Vs Selenium","href":"https:\/\/research.aimultiple.com\/playwright-vs-selenium\/","slug":"\/playwright-vs-selenium\/"},{"text":"Proxy Scraping","href":"https:\/\/research.aimultiple.com\/proxy-scraping\/","slug":"\/proxy-scraping\/"},{"text":"Python Web Scraping Libraries","href":"https:\/\/research.aimultiple.com\/python-web-scraping-libraries\/","slug":"\/python-web-scraping-libraries\/"},{"text":"Residential Proxy Providers","href":"https:\/\/research.aimultiple.com\/residential-proxy-providers\/","slug":"\/residential-proxy-providers\/"},{"text":"Social Media Scraping","href":"https:\/\/research.aimultiple.com\/social-media-scraping\/","slug":"\/social-media-scraping\/"},{"text":"Socks5 Proxies","href":"https:\/\/research.aimultiple.com\/socks5-proxies\/","slug":"\/socks5-proxies\/"},{"text":"TikTok Scraping","href":"https:\/\/research.aimultiple.com\/tiktok-scraping\/","slug":"\/tiktok-scraping\/"},{"text":"Twitter Proxies","href":"https:\/\/research.aimultiple.com\/twitter-proxies\/","slug":"\/twitter-proxies\/"},{"text":"Twitter Scraping","href":"https:\/\/research.aimultiple.com\/twitter-scraper\/","slug":"\/twitter-scraper\/"},{"text":"Twitter Web Scraping","href":"https:\/\/research.aimultiple.com\/twitter-web-scraping\/","slug":"\/twitter-web-scraping\/"},{"text":"Web Crawler","href":"https:\/\/research.aimultiple.com\/web-crawler\/","slug":"\/web-crawler\/"},{"text":"Web Scraping Ethics","href":"https:\/\/research.aimultiple.com\/web-scraping-ethics\/","slug":"\/web-scraping-ethics\/"}]},{"text":"IT Management","href":"#","megaMenu":[{"text":"RMM Software","href":"https:\/\/research.aimultiple.com\/rmm-software\/","slug":"\/rmm-software\/"},{"text":"ITSM Software","href":"https:\/\/research.aimultiple.com\/itsm-tools\/","slug":"\/itsm-tools\/"},{"text":"ITAM Software","href":"https:\/\/research.aimultiple.com\/itam-software\/","slug":"\/itam-software\/"}]},{"text":"Surveys","href":"#","megaMenu":[{"text":"B2B Satisfaction Survey","href":"https:\/\/research.aimultiple.com\/b2b-satisfaction-survey\/","slug":"\/b2b-satisfaction-survey\/"},{"text":"Customer Survey Software","href":"https:\/\/research.aimultiple.com\/customer-survey-software\/","slug":"\/customer-survey-software\/"},{"text":"Google Survey Alternatives","href":"https:\/\/research.aimultiple.com\/google-survey-alternatives\/","slug":"\/google-survey-alternatives\/"},{"text":"Healthcare Market Research","href":"https:\/\/research.aimultiple.com\/healthcare-market-research\/","slug":"\/healthcare-market-research\/"},{"text":"Pollfish Alternatives","href":"https:\/\/research.aimultiple.com\/pollfish-alternatives\/","slug":"\/pollfish-alternatives\/"},{"text":"Product Market Research","href":"https:\/\/research.aimultiple.com\/product-market-research\/","slug":"\/product-market-research\/"},{"text":"Retail Market Research","href":"https:\/\/research.aimultiple.com\/retail-market-research\/","slug":"\/retail-market-research\/"},{"text":"Survey Analysis Tools","href":"https:\/\/research.aimultiple.com\/survey-analysis-tools\/","slug":"\/survey-analysis-tools\/"},{"text":"Zoho Survey","href":"https:\/\/research.aimultiple.com\/zoho-survey\/","slug":"\/zoho-survey\/"}]},{"text":"Workload Automation","href":"#","megaMenu":[{"text":"Azure Scheduler Alternatives","href":"https:\/\/research.aimultiple.com\/azure-scheduler-alternatives\/","slug":"\/azure-scheduler-alternatives\/"},{"text":"Batch Scheduling Software","href":"https:\/\/research.aimultiple.com\/batch-scheduling-software\/","slug":"\/batch-scheduling-software\/"},{"text":"Control-M Alternatives","href":"https:\/\/research.aimultiple.com\/controlm-alternatives\/","slug":"\/controlm-alternatives\/"},{"text":"Enterprise Job Scheduler Software","href":"https:\/\/research.aimultiple.com\/enterprise-job-scheduler-software\/","slug":"\/enterprise-job-scheduler-software\/"},{"text":"Hybrid Cloud Job Scheduler","href":"https:\/\/research.aimultiple.com\/hybrid-cloud-job-scheduler\/","slug":"\/hybrid-cloud-job-scheduler\/"},{"text":"JDE Scheduler & Its Alternatives","href":"https:\/\/research.aimultiple.com\/jde-scheduler\/","slug":"\/jde-scheduler\/"},{"text":"Linux Job Scheduler & Its Alternatives","href":"https:\/\/research.aimultiple.com\/linux-job-scheduler\/","slug":"\/linux-job-scheduler\/"},{"text":"Open Source Job Scheduler","href":"https:\/\/research.aimultiple.com\/open-source-job-scheduler\/","slug":"\/open-source-job-scheduler\/"},{"text":"SAP BTP Automation","href":"https:\/\/research.aimultiple.com\/sap-btp-automation\/","slug":"\/sap-btp-automation\/"},{"text":"SAP Scheduler Alternative","href":"https:\/\/research.aimultiple.com\/sap-scheduler-alternative\/","slug":"\/sap-scheduler-alternative\/"},{"text":"SAP Workload Automation","href":"https:\/\/research.aimultiple.com\/sap-workload-automation\/","slug":"\/sap-workload-automation\/"},{"text":"Task Scheduler Alternatives","href":"https:\/\/research.aimultiple.com\/alternative-to-task-scheduler\/","slug":"\/alternative-to-task-scheduler\/"},{"text":"Visual Cron Alternatives","href":"https:\/\/research.aimultiple.com\/visualcron-alternative\/","slug":"\/visualcron-alternative\/"},{"text":"Windows Job Scheduling Software","href":"https:\/\/research.aimultiple.com\/windows-job-scheduling-software\/","slug":"\/windows-job-scheduling-software\/"}]}]},{"text":"Software Lists","href":"#","type":"mega","childMenu":[{"text":"Automation","href":"#","megaMenu":[{"text":"Accounts Payable AI Software","href":"https:\/\/aimultiple.com\/ap-ai","slug":"\/ap-ai"},{"text":"AP Automation Software","href":"https:\/\/research.aimultiple.com\/ap-automation-tools\/","slug":"\/ap-automation-tools\/"},{"text":"AP Software","href":"https:\/\/aimultiple.com\/accounts-payable-software","slug":"\/accounts-payable-software"},{"text":"BPM Software","href":"https:\/\/aimultiple.com\/bpms","slug":"\/bpms"},{"text":"Document Capture Software","href":"https:\/\/aimultiple.com\/document-capture-software","slug":"\/document-capture-software"},{"text":"Enterprise Automation Platform","href":"https:\/\/aimultiple.com\/enterprise-automation-platform","slug":"\/enterprise-automation-platform"},{"text":"Intelligent Document Processing (IDP) Software","href":"https:\/\/aimultiple.com\/intelligent-document-processing-software","slug":"\/intelligent-document-processing-software"},{"text":"RPA Consultant","href":"https:\/\/aimultiple.com\/rpa-consultant","slug":"\/rpa-consultant"},{"text":"RPA Software","href":"https:\/\/aimultiple.com\/rpa-software","slug":"\/rpa-software"}]},{"text":"AppSec","href":"#","megaMenu":[{"text":"Application Security Tools","href":"https:\/\/research.aimultiple.com\/application-security-tools\/","slug":"\/application-security-tools\/"},{"text":"Dynamic Application Security Testing Tools","href":"https:\/\/research.aimultiple.com\/dast-tools\/","slug":"\/dast-tools\/"},{"text":"Interactive Application Security Testing (IAST) Tools","href":"https:\/\/research.aimultiple.com\/iast-tools\/","slug":"\/iast-tools\/"},{"text":"Software Composition Analysis (SCA) Tools","href":"https:\/\/research.aimultiple.com\/sca-tools\/","slug":"\/sca-tools\/"},{"text":"Static Application Security Testing (SAST) Tools","href":"https:\/\/research.aimultiple.com\/sast-tools\/","slug":"\/sast-tools\/"}]},{"text":"CRM","href":"#","megaMenu":[{"text":"CRM Software","href":"https:\/\/aimultiple.com\/crm-software","slug":"\/crm-software"},{"text":"Financial CRM Software","href":"https:\/\/research.aimultiple.com\/financial-crm-software\/","slug":"\/financial-crm-software\/"},{"text":"Healthcare CRM Software","href":"https:\/\/research.aimultiple.com\/healthcare-crm-software\/","slug":"\/healthcare-crm-software\/"},{"text":"Insurance CRM Software","href":"https:\/\/research.aimultiple.com\/insurance-crm-software\/","slug":"\/insurance-crm-software\/"},{"text":"Pharma CRM Software","href":"https:\/\/research.aimultiple.com\/pharma-crm-software\/","slug":"\/pharma-crm-software\/"},{"text":"Retail CRM Software","href":"https:\/\/research.aimultiple.com\/retail-crm-software\/","slug":"\/retail-crm-software\/"}]},{"text":"Data incl. Web Data","href":"#","megaMenu":[{"text":"Data Annotation Services","href":"https:\/\/aimultiple.com\/data-annotation-service","slug":"\/data-annotation-service"},{"text":"Data Collection Services","href":"https:\/\/aimultiple.com\/data-collection-companies","slug":"\/data-collection-companies"},{"text":"Proxies for Web Data","href":"https:\/\/aimultiple.com\/proxy-service","slug":"\/proxy-service"},{"text":"Residential Proxies for Web Data","href":"https:\/\/aimultiple.com\/residential-proxies","slug":"\/residential-proxies"},{"text":"Synthetic Data Generator","href":"https:\/\/aimultiple.com\/synthetic-data-generator","slug":"\/synthetic-data-generator"},{"text":"Scraping Tools for Linkedin","href":"https:\/\/aimultiple.com\/linkedin-scrapers","slug":"\/linkedin-scrapers"},{"text":"Scraping Tools for Search Engines","href":"https:\/\/aimultiple.com\/serp-api","slug":"\/serp-api"},{"text":"Web Scrapers","href":"https:\/\/aimultiple.com\/web-crawler","slug":"\/web-crawler"},{"text":"Web Unblockers","href":"https:\/\/aimultiple.com\/web-unblockers","slug":"\/web-unblockers"}]},{"text":"Data Security","href":"#","megaMenu":[{"text":"Data Loss Prevention Software","href":"https:\/\/aimultiple.com\/dlp-solutions","slug":"\/dlp-solutions"}]},{"text":"Machine Learning","href":"#","megaMenu":[{"text":"AI Writing Assistants","href":"https:\/\/aimultiple.com\/ai-writing-assistants","slug":"\/ai-writing-assistants"},{"text":"Artificial Intelligence chip","href":"https:\/\/aimultiple.com\/ai-chip","slug":"\/ai-chip"},{"text":"AutoML software","href":"https:\/\/aimultiple.com\/automl-software","slug":"\/automl-software"},{"text":"ML Model Monitoring Tools","href":"https:\/\/aimultiple.com\/ml-model-monitoring-tools","slug":"\/ml-model-monitoring-tools"},{"text":"MLOps Platforms","href":"https:\/\/aimultiple.com\/mlops-platforms","slug":"\/mlops-platforms"},{"text":"Machine Learning Data Catalogs","href":"https:\/\/aimultiple.com\/machine-learning-data-catalogs","slug":"\/machine-learning-data-catalogs"},{"text":"Machine Learning Software","href":"https:\/\/aimultiple.com\/ml-software","slug":"\/ml-software"},{"text":"No code AI tool \/ software","href":"https:\/\/aimultiple.com\/no-code-ai-tool","slug":"\/no-code-ai-tool"}]},{"text":"Network Security","href":"#","megaMenu":[{"text":"Microsegmentation Solutions","href":"https:\/\/aimultiple.com\/microsegmentation-solutions","slug":"\/microsegmentation-solutions"},{"text":"Network Monitoring Tools","href":"https:\/\/aimultiple.com\/network-monitoring-tools","slug":"\/network-monitoring-tools"},{"text":"Network Security Policy Management Tools","href":"https:\/\/aimultiple.com\/network-security-policy-management-tools","slug":"\/network-security-policy-management-tools"}]},{"text":"Process & Task Intelligence","href":"#","megaMenu":[{"text":"Process Mining Software","href":"https:\/\/aimultiple.com\/process-mining-software","slug":"\/process-mining-software"},{"text":"Process Modelling Software","href":"https:\/\/aimultiple.com\/process-modeling-software","slug":"\/process-modeling-software"},{"text":"Task Mining Software","href":"https:\/\/aimultiple.com\/task-mining-software","slug":"\/task-mining-software"}]},{"text":"Workload Automation","href":"#","megaMenu":[{"text":"Batch Scheduling Software","href":"https:\/\/aimultiple.com\/batch-scheduling-software","slug":"\/batch-scheduling-software"},{"text":"Enterprise Job Scheduler","href":"https:\/\/aimultiple.com\/enterprise-job-scheduler","slug":"\/enterprise-job-scheduler"},{"text":"Managed File Transfer Software","href":"https:\/\/aimultiple.com\/mft-software","slug":"\/mft-software"},{"text":"Workload Automation Tool","href":"https:\/\/aimultiple.com\/workload-automation","slug":"\/workload-automation"}]},{"text":"AI","href":"","megaMenu":[{"text":"AI Governance Tools","href":"https:\/\/research.aimultiple.com\/ai-governance-tools\/","slug":"\/ai-governance-tools\/"},{"text":"Cloud GPU Providers","href":"https:\/\/research.aimultiple.com\/cloud-gpu-providers\/","slug":"\/cloud-gpu-providers\/"},{"text":"Enterprise AI Agents","href":"https:\/\/research.aimultiple.com\/enterprise-ai-agents\/","slug":"\/enterprise-ai-agents\/"},{"text":"Legal AI Software","href":"https:\/\/research.aimultiple.com\/legal-ai-software\/","slug":"\/legal-ai-software\/"}]}]}],"schemas":[]}