{"id":358,"date":"2025-07-03T13:15:00","date_gmt":"2025-07-03T13:15:00","guid":{"rendered":"https:\/\/www.topdevelopers.co\/directory\/research\/?p=358"},"modified":"2025-08-25T13:02:44","modified_gmt":"2025-08-25T13:02:44","slug":"best-ai-agents","status":"publish","type":"post","link":"https:\/\/www.topdevelopers.co\/directory\/research\/best-ai-agents\/","title":{"rendered":"Best AI Agents in 2025: Top Tools to Watch"},"content":{"rendered":"<p>AI agents are no longer just buzzwords. They are becoming real digital teammates. These autonomous tools can think, decide, and act on tasks without requiring constant oversight. From customer service bots to fully self-operating research assistants, AI agents are transforming the way we work and create.<\/p>\n<p>According to a recent report by Grand View Research, the AI agents market is projected to reach<a href=\"https:\/\/www.grandviewresearch.com\/industry-analysis\/ai-agents-market-report\"> $50.31 billion by 2030<\/a>, growing at a CAGR of 45.8%. That rapid growth is driven by smarter algorithms, better real-time decision-making, and enterprise-grade use cases across industries.<\/p>\n<p>In this article, we are spotlighting the\u00a0 best AI agents to watch in 2025. These are the tools that stand out for their performance, innovation, and overall user value.<\/p>\n<p>Here\u2019s what you\u2019ll find:<\/p>\n<ul>\n<li>A curated list of powerful AI agents<\/li>\n<li>Use-case-based recommendations<\/li>\n<li>Key features and access details<\/li>\n<li>A quick comparison to help you pick the right fit<\/li>\n<\/ul>\n<p>Whether you&#8217;re a startup founder, solopreneur, or enterprise lead, there&#8217;s an AI agent here built for your goals.<\/p>\n<p>Let\u2019s dive into the future of autonomous productivity.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_76 ez-toc-wrap-left counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.topdevelopers.co\/directory\/research\/best-ai-agents\/#10-top-ai-agents-in-2025\" >10+ Top AI Agents in 2025<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.topdevelopers.co\/directory\/research\/best-ai-agents\/#1-agentgpt\" >1. AgentGPT<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.topdevelopers.co\/directory\/research\/best-ai-agents\/#2-crewai\" >2. CrewAI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.topdevelopers.co\/directory\/research\/best-ai-agents\/#3-google-jules\" >3. Google Jules<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.topdevelopers.co\/directory\/research\/best-ai-agents\/#4-lindy\" >4. Lindy<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.topdevelopers.co\/directory\/research\/best-ai-agents\/#5-sap-joule\" >5. SAP Joule<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.topdevelopers.co\/directory\/research\/best-ai-agents\/#6-koreai\" >6. Kore.ai<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.topdevelopers.co\/directory\/research\/best-ai-agents\/#7-ibm-watsonx-assistant\" >7. IBM watsonx Assistant<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.topdevelopers.co\/directory\/research\/best-ai-agents\/#8-11x\" >8. 11x<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.topdevelopers.co\/directory\/research\/best-ai-agents\/#9-decagon\" >9. Decagon<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.topdevelopers.co\/directory\/research\/best-ai-agents\/#10-autogen\" >10. AutoGen<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.topdevelopers.co\/directory\/research\/best-ai-agents\/#11-langgraph\" >11. LangGraph<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.topdevelopers.co\/directory\/research\/best-ai-agents\/#12-genesys-cloud-cx\" >12. Genesys Cloud CX<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.topdevelopers.co\/directory\/research\/best-ai-agents\/#13-hyro\" >13. Hyro<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.topdevelopers.co\/directory\/research\/best-ai-agents\/#14-conversica\" >14. Conversica<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.topdevelopers.co\/directory\/research\/best-ai-agents\/#15-observeai\" >15. Observe.AI<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.topdevelopers.co\/directory\/research\/best-ai-agents\/#best-ai-agents-comparison-table-2025\" >Best AI Agents Comparison Table 2025<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/www.topdevelopers.co\/directory\/research\/best-ai-agents\/#how-to-evaluate-ai-agents-in-2025\" >How to Evaluate AI Agents in 2025<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"10-top-ai-agents-in-2025\"><\/span><strong>10+ Top AI Agents in 2025<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Here is the most promising list of AI agents making waves this year. Whether you&#8217;re building, scaling, or automating, these tools deliver real and practical value for every kind of team.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1-agentgpt\"><\/span><strong>1. AgentGPT<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-363\" src=\"http:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/agentgpt-300x132.jpg\" alt=\"agentgpt\" width=\"1000\" height=\"439\" srcset=\"https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/agentgpt-300x132.jpg 300w, https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/agentgpt-1024x449.jpg 1024w, https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/agentgpt-768x337.jpg 768w, https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/agentgpt.jpg 1354w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p><strong>Category: Browser-based autonomous agents<\/strong><\/p>\n<p>AgentGPT lets you create AI agents directly in your browser. You do not need to write code or go through a setup process. Just name your agent, define its goal, and watch it autonomously think, plan, and execute actions in real time. It simulates human-like decision-making and breaks down tasks step-by-step using an <a href=\"https:\/\/www.topdevelopers.co\/blog\/top-large-language-models-llms\/#understanding-large-language-models-in-simple-terms\">LLM<\/a>-based reasoning loop.<\/p>\n<p>The interface is clean and beginner-friendly, making it a perfect entry point into autonomous AI. AgentGPT is ideal for simple research tasks, content generation, or idea brainstorming. Developers can also inspect the logic behind each decision, giving it educational value too.<\/p>\n<p><strong>Best For:<\/strong> Startup founders, solopreneurs, hobbyists<\/p>\n<p><strong>Key Features:<\/strong><\/p>\n<ul>\n<li>Goal-driven autonomous execution<\/li>\n<li>Web-based interface with live reasoning<\/li>\n<li>Simple input-output flow<\/li>\n<li>No backend required<\/li>\n<\/ul>\n<p><strong>Pricing:<\/strong> Free to try on browser; Pro version starts at $19\/month<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2-crewai\"><\/span><strong>2. CrewAI<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-364\" src=\"http:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/crewai-300x118.jpg\" alt=\"crewai\" width=\"1000\" height=\"392\" srcset=\"https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/crewai-300x118.jpg 300w, https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/crewai-1024x402.jpg 1024w, https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/crewai-768x301.jpg 768w, https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/crewai.jpg 1344w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p><strong>Category: Dev framework for multi-agent workflows<\/strong><\/p>\n<p>CrewAI helps developers create intelligent teams of AI agents that can collaborate and complete complex tasks together. It allows you to assign different roles to each agent, define specific responsibilities, and build structured workflows that mimic how real-world teams operate.<\/p>\n<p>The system is designed with flexibility in mind. Developers can configure agents to communicate, hand off tasks, and make decisions based on shared context. This approach is ideal for use cases like content creation, data analysis, or multi-step automation, where one agent alone is not enough.<\/p>\n<p>Because CrewAI is open source and Python-based, it offers full customization. You can integrate your own models, APIs, or tools into the workflow. It is especially useful for developers looking to scale agentic applications beyond simple tasks.<\/p>\n<p><strong>Best For:<\/strong> Engineers, AI developers, research teams<\/p>\n<p><strong>Key Features:<\/strong><\/p>\n<ul>\n<li>Role-based task assignment<\/li>\n<li>Agent collaboration framework<\/li>\n<li>Python-first environment<\/li>\n<li>Easily integrates with LLMs like GPT-4<\/li>\n<\/ul>\n<p><strong>Pricing:<\/strong> Open-source and free; premium integrations in development<\/p>\n<h3 data-start=\"0\" data-end=\"22\"><span class=\"ez-toc-section\" id=\"3-google-jules\"><\/span>3. <a href=\"https:\/\/jules.google\/\" target=\"_blank\" rel=\"noopener\">Google Jules<\/a><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-429\" src=\"http:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/Google-Jules-300x140.jpg\" alt=\"Google Jules\" width=\"1000\" height=\"465\" srcset=\"https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/Google-Jules-300x140.jpg 300w, https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/Google-Jules-1024x477.jpg 1024w, https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/Google-Jules-768x357.jpg 768w, https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/Google-Jules.jpg 1343w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p data-start=\"23\" data-end=\"57\"><strong data-start=\"23\" data-end=\"57\">Category: AI Virtual Assistant<\/strong><\/p>\n<p data-start=\"59\" data-end=\"353\">Google Jules is an advanced AI agent that combines conversational abilities with powerful data processing to provide personalized assistance across various industries. It is designed to help businesses manage customer queries, automate repetitive tasks, and offer tailored experiences to users.<\/p>\n<p data-start=\"355\" data-end=\"638\">Jules excels in natural language processing, enabling it to understand and respond to user inputs with context-aware interactions. It can handle complex tasks such as scheduling, answering product-related questions, and providing personalized recommendations based on real-time data.<\/p>\n<p data-start=\"640\" data-end=\"842\">This AI agent is highly scalable and integrates seamlessly with existing tools and workflows. It can be customized to suit different business needs, from customer support to internal productivity tools.<\/p>\n<p data-start=\"844\" data-end=\"1104\">Google Jules helps businesses save time and reduce operational costs by automating routine tasks while maintaining a high standard of customer engagement. Its adaptability makes it a great choice for companies looking to enhance efficiency and user experience.<\/p>\n<p data-start=\"1106\" data-end=\"1210\"><strong data-start=\"1106\" data-end=\"1118\">Best For<\/strong>: Customer support teams, businesses looking to automate workflows, productivity enhancement<\/p>\n<p data-start=\"1212\" data-end=\"1229\"><strong data-start=\"1212\" data-end=\"1228\">Key Features<\/strong>:<\/p>\n<ul data-start=\"1230\" data-end=\"1400\">\n<li data-start=\"1230\" data-end=\"1279\">\n<p data-start=\"1232\" data-end=\"1279\">Natural language understanding and generation<\/p>\n<\/li>\n<li data-start=\"1280\" data-end=\"1325\">\n<p data-start=\"1282\" data-end=\"1325\">Seamless integration with Google services<\/p>\n<\/li>\n<li data-start=\"1326\" data-end=\"1367\">\n<p data-start=\"1328\" data-end=\"1367\">Scalable for different business needs<\/p>\n<\/li>\n<li data-start=\"1368\" data-end=\"1400\">\n<p data-start=\"1370\" data-end=\"1400\">Real-time data-driven insights<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1402\" data-end=\"1490\" data-is-last-node=\"\" data-is-only-node=\"\"><strong data-start=\"1402\" data-end=\"1413\">Pricing<\/strong>: Pricing available upon request; based on usage and integration requirements<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4-lindy\"><\/span><strong>4. Lindy<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-365\" src=\"http:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/lindy-300x132.jpg\" alt=\"lindy\" width=\"1000\" height=\"441\" srcset=\"https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/lindy-300x132.jpg 300w, https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/lindy-1024x452.jpg 1024w, https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/lindy-768x339.jpg 768w, https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/lindy.jpg 1344w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p><strong>Category: No-code multi-agent platform<\/strong><\/p>\n<p><strong>Lindy<\/strong> is designed for non-technical users who want powerful AI agents to handle everyday tasks without needing to code. It acts like a smart virtual assistant that can manage your inbox, schedule meetings, take notes, send reminders, and even follow up on conversations.<\/p>\n<p>What sets Lindy apart is its no-code interface and easy setup. Users simply describe what they want done, and Lindy takes care of the rest. It supports multiple agents working together and can integrate with common tools like Google Calendar, Gmail, and Slack.<\/p>\n<p>Lindy also learns from user preferences over time. It adapts to your communication style and work habits, making its assistance feel more natural and personalized. This makes it especially helpful for busy professionals who want to automate routine work and stay focused on high-value tasks.<\/p>\n<p><strong>Best For:<\/strong> Busy professionals, executives, non-tech teams<\/p>\n<p><strong>Key Features:<\/strong><\/p>\n<ul>\n<li>No-code task automation<\/li>\n<li>Multi-agent orchestration<\/li>\n<li>Chrome and Gmail integrations<\/li>\n<li>Handles scheduling, emailing, reminders<\/li>\n<\/ul>\n<p><strong>Pricing:<\/strong> Free tier available; premium starts at $39\/month<\/p>\n<h3 data-start=\"181\" data-end=\"219\"><span class=\"ez-toc-section\" id=\"5-sap-joule\"><\/span>5. SAP Joule<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-start=\"181\" data-end=\"219\"><strong data-start=\"181\" data-end=\"194\">Category:<\/strong>\u00a0Enterprise AI Assistants<\/p>\n<p data-start=\"221\" data-end=\"572\"><strong data-start=\"221\" data-end=\"234\">SAP Joule<\/strong>\u00a0is an embedded AI assistant designed for the SAP ecosystem. It helps businesses make smarter decisions by analyzing real-time data and delivering insights through natural language. Users can ask questions or give commands, and Joule responds with context-aware suggestions across various SAP applications like S\/4HANA and SuccessFactors.<\/p>\n<p data-start=\"574\" data-end=\"841\">It connects departments such as finance, HR, and supply chain, enabling seamless collaboration and automation. Joule uses a role-based approach, tailoring insights based on the user\u2019s responsibilities and past activity. This improves efficiency and decision accuracy.<\/p>\n<p data-start=\"843\" data-end=\"1029\">The assistant requires no coding skills and integrates directly into SAP\u2019s existing workflows. With a focus on security and compliance, it supports enterprise-grade needs out of the box.<\/p>\n<p data-start=\"1031\" data-end=\"1090\"><strong data-start=\"1031\" data-end=\"1044\">Best For:<\/strong>\u00a0Large enterprises, corporate teams, SAP users<\/p>\n<p data-start=\"1092\" data-end=\"1109\"><strong data-start=\"1092\" data-end=\"1109\">Key Features:<\/strong><\/p>\n<ul>\n<li data-start=\"1111\" data-end=\"1257\">Natural language interaction<\/li>\n<li data-start=\"1111\" data-end=\"1257\">Cross-application integration<\/li>\n<li data-start=\"1111\" data-end=\"1257\">Context-aware insights<\/li>\n<li data-start=\"1111\" data-end=\"1257\">Enterprise-grade data security<\/li>\n<li data-start=\"1111\" data-end=\"1257\">Real-time data analysis<\/li>\n<\/ul>\n<p data-start=\"1259\" data-end=\"1361\"><strong data-start=\"1259\" data-end=\"1271\">Pricing:<\/strong>\u00a0Included with SAP Business Technology Platform (custom pricing based on enterprise needs)<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6-koreai\"><\/span><strong>6. Kore.ai<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-366\" src=\"http:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/koreai-300x132.jpg\" alt=\"koreai\" width=\"1000\" height=\"440\" srcset=\"https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/koreai-300x132.jpg 300w, https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/koreai-1024x451.jpg 1024w, https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/koreai-768x338.jpg 768w, https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/koreai.jpg 1349w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p><strong>Category:\u00a0<a href=\"https:\/\/www.topdevelopers.co\/blog\/conversational-ai-platforms\/\">Conversational AI platform<\/a><\/strong><\/p>\n<p><strong>Kore.ai<\/strong> helps businesses build intelligent virtual assistants that understand natural language and respond with a conversational tone. These AI-powered assistants can handle both text and voice interactions, making them a valuable tool across multiple departments. Kore.ai is widely used in customer support, HR, and IT service management to automate repetitive queries, reduce wait times, and improve overall user satisfaction.<\/p>\n<p>The AI platform comes with a powerful low-code interface that allows teams to create, train, and deploy virtual agents without needing deep technical skills. It also offers pre-built templates and industry-specific bots, making it easy to launch quickly.<\/p>\n<p>Kore.ai supports over 100 languages and can integrate seamlessly with enterprise systems like Salesforce, ServiceNow, Microsoft Teams, and more. It also includes advanced analytics to monitor performance and continuously improve the assistant&#8217;s responses.<\/p>\n<p><strong>Best For:<\/strong> Enterprises, customer support teams, HR departments<\/p>\n<p><strong>Key Features:<\/strong><\/p>\n<ul>\n<li>Pre-built industry bots<\/li>\n<li>Multilingual support<\/li>\n<li>Voice and chat-based conversations<\/li>\n<li>Seamless integration with CRMs and ERPs<\/li>\n<\/ul>\n<p><strong>Pricing:<\/strong> Custom pricing; free trial available on request<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7-ibm-watsonx-assistant\"><\/span><strong>7. IBM watsonx Assistant<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-367\" src=\"http:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/IBM-watsonx-Assistant-300x132.jpg\" alt=\"IBM watsonx Assistant\" width=\"1000\" height=\"441\" srcset=\"https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/IBM-watsonx-Assistant-300x132.jpg 300w, https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/IBM-watsonx-Assistant-1024x451.jpg 1024w, https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/IBM-watsonx-Assistant-768x338.jpg 768w, https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/IBM-watsonx-Assistant.jpg 1348w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p><strong>Category: Enterprise AI assistant<\/strong><\/p>\n<p><strong>IBM watsonx Assistant<\/strong> is a powerful AI solution designed for enterprises that need reliable, scalable virtual agents. Built on IBM\u2019s robust AI and data platform, it helps businesses automate customer interactions while maintaining a high level of accuracy and control.<\/p>\n<p>It supports both chat and voice channels and can be deployed across websites, mobile apps, messaging platforms, and even contact centers. With built-in analytics and customizable workflows, watsonx Assistant allows teams to continuously refine how their virtual agents operate.<\/p>\n<p>One of its biggest advantages is the ability to integrate with internal systems such as CRMs, ticketing platforms, and knowledge bases. Businesses can create assistants that not only answer questions but also take meaningful actions like processing orders, updating accounts, or troubleshooting issues.<\/p>\n<p><strong>Best For:<\/strong> Large enterprises, banks, telecoms, insurance firms<\/p>\n<p><strong>Key Features:<\/strong><\/p>\n<ul>\n<li>Powered by watsonx foundation models<\/li>\n<li>Advanced analytics and AI tuning<\/li>\n<li>Integrates with Slack, WhatsApp, web apps<\/li>\n<li>Deployable on cloud or on-prem<\/li>\n<\/ul>\n<p><strong>Pricing:<\/strong> Tiered pricing starting with a free Lite plan<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8-11x\"><\/span><strong>8. 11x<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-402\" src=\"http:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/11x-1-300x133.jpg\" alt=\"11x.ai\" width=\"1000\" height=\"443\" srcset=\"https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/11x-1-300x133.jpg 300w, https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/11x-1-1024x454.jpg 1024w, https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/11x-1-768x341.jpg 768w, https:\/\/www.topdevelopers.co\/directory\/research\/wp-content\/uploads\/2025\/07\/11x-1.jpg 1351w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p><strong>Category: AI sales agent<\/strong><\/p>\n<p><strong>11x<\/strong> is an AI-powered sales development platform designed to automate outbound sales from end to end. It acts like a full-time SDR that reaches out to prospects, follows up, books meetings, and can even handle objection handling\u2014all without human intervention.<\/p>\n<p>The agent uses natural language models to craft personalized messages that feel human and relevant to each lead. It can send emails, schedule calls, and push data directly into CRMs like Salesforce or HubSpot. You simply set the campaign goals, and the agent runs your pipeline in the background.<\/p>\n<p>What makes 11x stand out is its performance-first approach. It learns from every interaction, improves with time, and adapts its outreach strategies based on real engagement data. It\u2019s like having an elite outbound team that never sleeps.<\/p>\n<p><strong>Best For:<\/strong> Sales teams, startups, lead gen agencies<\/p>\n<p><strong>Key Features:<\/strong><\/p>\n<ul>\n<li>Full-cycle outbound sales automation<\/li>\n<li>Personalized outreach using LLMs<\/li>\n<li>CRM integration with Salesforce, HubSpot<\/li>\n<li>Dashboard for tracking conversions<\/li>\n<\/ul>\n<p><strong>Pricing:<\/strong> Starts at $499\/month; performance-based pricing available<\/p>\n<h3><span class=\"ez-toc-section\" id=\"9-decagon\"><\/span><strong>9. Decagon<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>Category: Customer support agent<\/strong><\/p>\n<p><strong>Decagon<\/strong> is an AI-powered support agent designed to automate customer service with speed and intelligence. It understands user questions, resolves common issues instantly, and seamlessly hands off to a human agent when needed.<\/p>\n<p>Unlike basic chatbots, Decagon uses contextual understanding and dynamic memory to hold natural conversations across multiple steps. It can handle inquiries about orders, accounts, subscriptions, and more, across multiple channels including chat, email, and social messaging.<\/p>\n<p>Support teams can train Decagon on their help center articles, ticket history, and FAQs, allowing it to provide consistent and accurate answers. It also learns over time, improving its ability to deflect tickets and boost resolution rates without sacrificing user experience.<\/p>\n<p><strong>Best For:<\/strong> SaaS companies, eCommerce brands, support teams<\/p>\n<p><strong>Key Features:<\/strong><\/p>\n<ul>\n<li>Context-aware ticket resolution<\/li>\n<li>Multichannel support (email, chat, social)<\/li>\n<li>Human fallback for complex cases<\/li>\n<li>AI-driven knowledge base integration<\/li>\n<\/ul>\n<p><strong>Pricing:<\/strong> Custom pricing based on ticket volume<\/p>\n<h3><span class=\"ez-toc-section\" id=\"10-autogen\"><\/span><strong>10. AutoGen<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>Category: Python-based agent collaboration framework<\/strong><\/p>\n<p><strong>AutoGen<\/strong> is an open-source framework developed by Microsoft that enables multiple AI agents to collaborate on complex tasks through structured conversations. It\u2019s ideal for research and development environments where different agents need to work together, share knowledge, and reason through a multi-step process.<\/p>\n<p>At its core, AutoGen lets developers define agents with specific roles, then connect them in a conversation loop. These agents can ask questions, suggest solutions, verify outputs, and escalate when needed\u2014mimicking human collaboration. It also supports tool use and external API integration, making it flexible for advanced workflows.<\/p>\n<p>AutoGen is particularly useful in areas like data analysis, code generation, and scientific research. It enables AI systems to go beyond isolated responses and instead build context-rich dialogue to solve harder problems.<\/p>\n<p><strong>Best For:<\/strong> Data scientists, AI researchers, developers<\/p>\n<p><strong>Key Features:<\/strong><\/p>\n<ul>\n<li>Multi-agent collaboration workflows<\/li>\n<li>Open-source with modular design<\/li>\n<li>Supports LLM chaining and memory<\/li>\n<li>Great for experiments and prototyping<\/li>\n<\/ul>\n<p><strong>Pricing:<\/strong> Free and open-source (MIT License)<\/p>\n<h3><span class=\"ez-toc-section\" id=\"11-langgraph\"><\/span><strong>11. LangGraph<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Category: Dev framework for agent workflows with stateful memory<\/p>\n<p>LangGraph is an advanced framework that allows developers to build agent workflows using graph structures. It\u2019s built on top of LangChain, giving it strong support for language models and memory-based logic. The core idea is to let agents move through a structured, stateful flow, similar to how real-world decisions are made with context.<\/p>\n<p>Developers can design workflows as directed graphs, where each node represents an agent task or decision point. LangGraph makes it easy to handle branching logic, retries, feedback loops, and long-term memory. This makes it perfect for applications like report generation, research planning, or multi-turn reasoning.<\/p>\n<p>It is entirely open-source and extensible. You can connect it with your favorite LLMs, APIs, and data sources, giving full control over how agents operate and evolve over time.<\/p>\n<p><strong>Best For:<\/strong> Developers, AI engineers, LLM app builders<\/p>\n<p><strong>Key Features:<\/strong><\/p>\n<ul>\n<li>Graph-based agent orchestration<\/li>\n<li>Supports conditional flows and retries<\/li>\n<li>Built-in memory management<\/li>\n<li>Seamless with LangChain and OpenAI models<\/li>\n<\/ul>\n<p><strong>Pricing:<\/strong> Free and open-source; commercial hosting in beta<\/p>\n<h3><span class=\"ez-toc-section\" id=\"12-genesys-cloud-cx\"><\/span><strong>12. Genesys Cloud CX<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>Category: Customer experience AI platform<\/strong><\/p>\n<p>Genesys Cloud CX is a robust AI-powered platform designed to enhance every part of the customer journey. From routing calls to generating real-time summaries and coaching agents, it streamlines contact center operations with intelligence and precision.<\/p>\n<p>The platform supports voice, chat, messaging, and social channels, all managed through a single, unified interface. It uses<a href=\"https:\/\/www.topdevelopers.co\/blog\/ai-for-predictive-analytics\/\"> predictive AI<\/a> to match customers with the right agents and automates common support tasks, helping reduce costs and wait times.<\/p>\n<p>Genesys also offers strong analytics tools, letting businesses monitor sentiment, performance, and customer satisfaction. It is trusted by large organizations that need scalable, secure, and customizable solutions for customer engagement.<\/p>\n<p><strong>Best For:<\/strong> Contact centers, customer service leaders, enterprises<\/p>\n<p><strong>Key Features:<\/strong><\/p>\n<ul>\n<li>AI call routing and summarization<\/li>\n<li>Voice bots and chatbots<\/li>\n<li>Sentiment analysis and agent assist<\/li>\n<li>Strong analytics and reporting<\/li>\n<\/ul>\n<p><strong>Pricing:<\/strong> Starts at $75\/user\/month; tiered plans available<\/p>\n<h3><span class=\"ez-toc-section\" id=\"13-hyro\"><\/span><strong>13. Hyro<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>Category: Adaptive communications AI<\/strong><\/p>\n<p><strong>Hyro<\/strong> helps organizations build conversational AI systems that adapt to real-world complexity. It\u2019s especially popular in sectors like healthcare, where user questions can be unpredictable and data changes frequently.<\/p>\n<p>Instead of relying on pre-programmed flows, Hyro uses natural language understanding and real-time data access to provide relevant, personalized responses. Whether it\u2019s booking appointments, checking insurance eligibility, or answering FAQs, Hyro ensures conversations feel fluid and human-like.<\/p>\n<p>Its plug-and-play design allows fast deployment across websites, mobile apps, and phone systems, while integrations with EHRs and CRMs help teams centralize information access.<\/p>\n<p><strong>Best For:<\/strong> Hospitals, public service agencies, appointment-based businesses<\/p>\n<p><strong>Key Features:<\/strong><\/p>\n<ul>\n<li>Natural Language Understanding (NLU)<\/li>\n<li>Voice and text integrations<\/li>\n<li>Automated routing and scheduling<\/li>\n<li>Real-time updates from existing data sources<\/li>\n<\/ul>\n<p><strong>Pricing:<\/strong> Custom pricing; demo available on request<\/p>\n<h3><span class=\"ez-toc-section\" id=\"14-conversica\"><\/span><strong>14. Conversica<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>Category: Sales and marketing AI agent<\/strong><\/p>\n<p>Conversica acts like a digital teammate for sales and marketing teams. It automatically engages leads, follows up on cold contacts, and keeps prospects warm while maintaining a natural and professional tone.<\/p>\n<p>This AI assistant can handle two-way conversations over email, SMS, or chat and integrates seamlessly with CRMs and marketing automation tools. It knows when to engage, when to re-engage, and when to escalate to a human.<\/p>\n<p>With Conversica, teams reduce time spent on manual outreach and focus more on closing deals. It\u2019s especially useful for lead nurturing, post-event follow-ups, and reactivating dormant contacts.<\/p>\n<p><strong>Best For:<\/strong> B2B marketing teams, sales operations, RevOps<\/p>\n<p><strong>Key Features:<\/strong><\/p>\n<ul>\n<li>Automated lead outreach and follow-up<\/li>\n<li>CRM integrations (Salesforce, Marketo, HubSpot)<\/li>\n<li>Multi-channel communication<\/li>\n<li>Human-like email and chat conversations<\/li>\n<\/ul>\n<p><strong>Pricing:<\/strong> Tiered pricing; starts around $1,500\/month depending on usage<\/p>\n<h3><span class=\"ez-toc-section\" id=\"15-observeai\"><\/span><strong>15. Observe.AI<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>Category: Voice agent assistant<\/strong><\/p>\n<p><strong>Observe.AI<\/strong> transforms traditional call centers into AI-enhanced coaching environments. It listens to live or recorded calls, analyzes agent performance, and provides real-time feedback to improve conversations.<\/p>\n<p>The platform uses advanced speech recognition and sentiment analysis to understand how customers and agents interact.Managers can flag issues, track compliance, and identify coaching opportunities at scale while eliminating the need for manual reviews.<\/p>\n<p>Observe.AI also offers live agent assist tools that guide reps during calls, improving productivity and reducing errors in real time.<\/p>\n<p><strong>Best For:<\/strong> Call centers, quality assurance teams, CX leaders<\/p>\n<p><strong>Key Features:<\/strong><\/p>\n<ul>\n<li>Live agent assist and coaching<\/li>\n<li>Call transcription and sentiment analysis<\/li>\n<li>Automated QA scoring<\/li>\n<li>Insights for training and compliance<\/li>\n<\/ul>\n<p><strong>Pricing:<\/strong> Enterprise-level pricing; demo available on request<\/p>\n<h2><span class=\"ez-toc-section\" id=\"best-ai-agents-comparison-table-2025\"><\/span>Best AI Agents Comparison Table 2025<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<table border=\"1\" cellspacing=\"0\" cellpadding=\"8\">\n<thead>\n<tr style=\"height: 13px;\">\n<th style=\"height: 13px;\">Agent<\/th>\n<th style=\"height: 13px;\">Type<\/th>\n<th style=\"height: 13px;\">Best For<\/th>\n<th style=\"height: 13px;\">Code Level<\/th>\n<th style=\"height: 13px;\">Price Range<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr style=\"height: 13px;\">\n<td style=\"height: 13px;\">AgentGPT<\/td>\n<td style=\"height: 13px;\">Browser-based autonomous agent<\/td>\n<td style=\"height: 13px;\">Solopreneurs, students, hobbyists<\/td>\n<td style=\"height: 13px;\">No-code<\/td>\n<td style=\"height: 13px;\">Free \/ From $19\/mo<\/td>\n<\/tr>\n<tr style=\"height: 13px;\">\n<td style=\"height: 13px;\">CrewAI<\/td>\n<td style=\"height: 13px;\">Multi-agent dev framework<\/td>\n<td style=\"height: 13px;\">Engineers, researchers<\/td>\n<td style=\"height: 13px;\">Full-code<\/td>\n<td style=\"height: 13px;\">Free (open source)<\/td>\n<\/tr>\n<tr style=\"height: 13px;\">\n<td style=\"height: 13px;\">Google Jules<\/td>\n<td style=\"height: 13px;\">AI Virtual Assistant<\/td>\n<td style=\"height: 13px;\">Customer support teams, businesses looking to automate workflows<\/td>\n<td style=\"height: 13px;\">No-code<\/td>\n<td style=\"height: 13px;\">Pricing available upon request<\/td>\n<\/tr>\n<tr style=\"height: 13px;\">\n<td style=\"height: 13px;\">SAP Joule<\/td>\n<td style=\"height: 13px;\">Enterprise AI assistant<\/td>\n<td style=\"height: 13px;\">Large enterprises, SAP users<\/td>\n<td style=\"height: 13px;\">No-code<\/td>\n<td style=\"height: 13px;\">Custom (via SAP platform)<\/td>\n<\/tr>\n<tr style=\"height: 13px;\">\n<td style=\"height: 13px;\">Kore.ai<\/td>\n<td style=\"height: 13px;\">Conversational AI platform<\/td>\n<td style=\"height: 13px;\">CX teams, HR, IT<\/td>\n<td style=\"height: 13px;\">Low-code<\/td>\n<td style=\"height: 13px;\">Custom pricing<\/td>\n<\/tr>\n<tr style=\"height: 13px;\">\n<td style=\"height: 13px;\">IBM watsonx Assistant<\/td>\n<td style=\"height: 13px;\">Enterprise AI assistant<\/td>\n<td style=\"height: 13px;\">Enterprises, IT, telecom<\/td>\n<td style=\"height: 13px;\">Low-code<\/td>\n<td style=\"height: 13px;\">Free tier \/ Custom plans<\/td>\n<\/tr>\n<tr style=\"height: 13px;\">\n<td style=\"height: 13px;\">11x<\/td>\n<td style=\"height: 13px;\">AI sales agent<\/td>\n<td style=\"height: 13px;\">Sales teams, founders<\/td>\n<td style=\"height: 13px;\">No-code<\/td>\n<td style=\"height: 13px;\">From $499\/mo<\/td>\n<\/tr>\n<tr style=\"height: 13px;\">\n<td style=\"height: 13px;\">Decagon<\/td>\n<td style=\"height: 13px;\">Customer support agent<\/td>\n<td style=\"height: 13px;\">SaaS, eCommerce<\/td>\n<td style=\"height: 13px;\">Low-code<\/td>\n<td style=\"height: 13px;\">Custom pricing<\/td>\n<\/tr>\n<tr style=\"height: 13px;\">\n<td style=\"height: 13px;\">AutoGen<\/td>\n<td style=\"height: 13px;\">Python agent framework<\/td>\n<td style=\"height: 13px;\">Developers, researchers<\/td>\n<td style=\"height: 13px;\">Full-code<\/td>\n<td style=\"height: 13px;\">Free (MIT License)<\/td>\n<\/tr>\n<tr style=\"height: 13px;\">\n<td style=\"height: 13px;\">LangGraph<\/td>\n<td style=\"height: 13px;\">Agent workflow framework<\/td>\n<td style=\"height: 13px;\">AI engineers, LangChain users<\/td>\n<td style=\"height: 13px;\">Full-code<\/td>\n<td style=\"height: 13px;\">Free (open source)<\/td>\n<\/tr>\n<tr style=\"height: 13px;\">\n<td style=\"height: 13px;\">Genesys Cloud CX<\/td>\n<td style=\"height: 13px;\">Customer experience platform<\/td>\n<td style=\"height: 13px;\">Enterprise contact centers<\/td>\n<td style=\"height: 13px;\">Low-code<\/td>\n<td style=\"height: 13px;\">From $75\/user\/mo<\/td>\n<\/tr>\n<tr style=\"height: 13px;\">\n<td style=\"height: 13px;\">Hyro<\/td>\n<td style=\"height: 13px;\">Adaptive communications AI<\/td>\n<td style=\"height: 13px;\">Healthcare, government<\/td>\n<td style=\"height: 13px;\">No-code<\/td>\n<td style=\"height: 13px;\">Custom pricing<\/td>\n<\/tr>\n<tr style=\"height: 13px;\">\n<td style=\"height: 13px;\">Conversica<\/td>\n<td style=\"height: 13px;\">Sales and marketing AI<\/td>\n<td style=\"height: 13px;\">B2B sales, marketing<\/td>\n<td style=\"height: 13px;\">No-code<\/td>\n<td style=\"height: 13px;\">From $1,500\/mo<\/td>\n<\/tr>\n<tr style=\"height: 13px;\">\n<td style=\"height: 13px;\">Observe.AI<\/td>\n<td style=\"height: 13px;\">Voice agent assistant<\/td>\n<td style=\"height: 13px;\">Call centers, QA teams<\/td>\n<td style=\"height: 13px;\">Low-code<\/td>\n<td style=\"height: 13px;\">Custom (enterprise-level)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span class=\"ez-toc-section\" id=\"how-to-evaluate-ai-agents-in-2025\"><\/span>How to Evaluate AI Agents in 2025<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Choosing the right AI agent is more than just picking a trendy tool. It\u2019s about matching the technology to your workflow, team size, and user goals. Here&#8217;s what to look for when comparing today&#8217;s most advanced agents:<\/p>\n<ul>\n<li><strong>Ease of setup and use:<\/strong> Look for agents that are quick to deploy and easy to manage. A simple user interface can make a big difference, especially for non-technical users.<\/li>\n<li><strong>Integration capabilities: <\/strong>Check if the agent connects with your CRM, calendar, email, or support tools. The more seamless the integration, the better the overall performance.<\/li>\n<li><strong>Intent understanding and NLP performance:<\/strong> Strong natural language understanding helps the agent respond accurately. Evaluate how well it handles complex queries and shifting context.<\/li>\n<\/ul>\n<ul>\n<li><strong>Automation range:<\/strong> Consider the types of tasks it can automate and the channels it supports, such as chat, voice, email, or social media. A broader range means more coverage and better efficiency.<\/li>\n<\/ul>\n<ul>\n<li><strong>Human fallback and oversight features: <\/strong>Reliable agents offer smooth handoffs to human support. Look for transparency, escalation options, and tools for monitoring performance in real time.<\/li>\n<\/ul>\n<p><strong>Conclusion<\/strong><\/p>\n<p>AI agents in 2025 are no longer simple chatbots. They are evolving into reliable digital teammates that can think, act, and collaborate. These tools are helping teams save time, reduce costs, and unlock new levels of productivity.<\/p>\n<p>Your best pick depends on your role and goals. Developers may prefer flexible frameworks like LangGraph or AutoGen. Founders and CX leaders might lean toward no-code options like Lindy or Kore.ai. Sales teams can benefit from focused agents like 11x or Conversica.<\/p>\n<p>No matter your industry, now is the right time to explore AI agents. The technology is more powerful, accessible, and scalable than ever. Starting today means staying ahead tomorrow.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI agents are no longer just buzzwords. They are becoming real digital teammates. These autonomous tools can think, decide, and act on tasks without requiring constant oversight. From customer service bots to fully self-operating research assistants, AI agents are transforming the way we work and create. According to a recent report by Grand View Research, &hellip; <a href=\"https:\/\/www.topdevelopers.co\/directory\/research\/best-ai-agents\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Best AI Agents in 2025: Top Tools to Watch<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":359,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[31,30,32,33],"class_list":["post-358","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","tag-ai-agents-platform","tag-best-ai-agents","tag-free-ai-agents","tag-list-of-ai-agents"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.topdevelopers.co\/directory\/research\/wp-json\/wp\/v2\/posts\/358","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.topdevelopers.co\/directory\/research\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.topdevelopers.co\/directory\/research\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.topdevelopers.co\/directory\/research\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.topdevelopers.co\/directory\/research\/wp-json\/wp\/v2\/comments?post=358"}],"version-history":[{"count":7,"href":"https:\/\/www.topdevelopers.co\/directory\/research\/wp-json\/wp\/v2\/posts\/358\/revisions"}],"predecessor-version":[{"id":430,"href":"https:\/\/www.topdevelopers.co\/directory\/research\/wp-json\/wp\/v2\/posts\/358\/revisions\/430"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.topdevelopers.co\/directory\/research\/wp-json\/wp\/v2\/media\/359"}],"wp:attachment":[{"href":"https:\/\/www.topdevelopers.co\/directory\/research\/wp-json\/wp\/v2\/media?parent=358"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.topdevelopers.co\/directory\/research\/wp-json\/wp\/v2\/categories?post=358"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.topdevelopers.co\/directory\/research\/wp-json\/wp\/v2\/tags?post=358"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}