Best AI tools for< Content Manager >
Infographic
34 - AI tool Sites
Not Found
The website provides limited information as the text 'Not Found' suggests that the page or content being searched for is not available. It could be an error message indicating that the requested page does not exist or the content has been removed. The absence of content can be frustrating for users trying to access specific information.
KWIKmotion
KWIKmotion is an AI-powered video platform that offers solutions for OTT (Over-the-Top) platforms, video on demand, live streaming, and video editing. The platform provides tools like KWIK prime for live broadcasting, KWIK player for high-quality video playback, KWIK analytics for data visualization, and KWIK editor for video editing. KWIKmotion also features an AI Cropping Tool that leverages cutting-edge technologies like OpenAI's Whisper model for transcription and Meta's NLLB-200 model for translation. The platform focuses on enhancing user experience, content management, monetization, and data analytics for online video content creators and businesses.
Error 404 Page
The website is a standard error page displaying a '404 Page not found' message. It indicates that the requested page does not exist on the server. Error 404 is a common HTTP status code that informs users when they attempt to access a page that is unavailable or has been removed. The page typically includes a message apologizing for the inconvenience and may provide suggestions or links to help users navigate back to the correct content.
404 Error Page
The website appears to be a generic error page indicating that the requested page is not found. It is a standard message displayed when a user tries to access a page that does not exist on the website. The message '404 - Page not found' is commonly used across websites to inform users about broken links or missing content.
404 Error Page
The website displays a '404 - Page not found' error message indicating that the requested page does not exist or has been moved. It seems to be a generic error page that users encounter when the URL they are trying to access is invalid or the content has been removed.
404 Error Page
The website displays a '404 - Page not found' error message, indicating that the requested page does not exist or has been relocated. It is a common message displayed by websites when a user attempts to access a page that is unavailable.
404 Error Page
The website displays a '404 - Page not found' error message, indicating that the requested page does not exist or has been moved. It seems to be a standard error page that users encounter when they try to access a non-existent or relocated webpage.
People Experience Bot (PxBot)
People Experience Bot (PxBot) is a custom GPT AI tool designed for businesses and HR consulting. It provides accurate ChatGPT responses from your content, replacing SOP binders and FAQ pages. PxBot saves time by eliminating repetitive questions, offers live chat integration, and turns business materials into an automated, self-service powerhouse. It empowers employees to access information quickly and efficiently, in multiple languages, ensuring a personalized experience.
404 Error Page
The website displays a '404 - Page not found' error message, indicating that the requested page does not exist or has been moved. It seems to be a generic error page that users encounter when they try to access a non-existent or relocated webpage on the site.
FlowChai
FlowChai is a high-quality bulk AI content solution that empowers businesses to transform their digital content creation process. The AI-driven platform offers SEO-optimized and compelling content creation, streamlining operations and enhancing productivity. With innovative AI technology, effortless scalability, tailored solutions, and advanced features for automation, FlowChai sets itself apart in the content creation industry.
Airparser
Airparser is an AI-powered email and document parser tool that revolutionizes data extraction by utilizing the GPT parser engine. It allows users to automate the extraction of structured data from various sources such as emails, PDFs, documents, and handwritten texts. With features like automatic extraction, export to multiple platforms, and support for multiple languages, Airparser simplifies data extraction processes for individuals and businesses. The tool ensures data security and offers seamless integration with other applications through APIs and webhooks.
CONTADU
CONTADU is a content intelligence platform designed to help users plan, optimize, and create content that aligns with user intent and ranks well on Google. It offers features such as content strategy planning, competitive landscape analysis, content optimization, generative AI, content management, and semantic SEO. Users can benefit from AI-based semantic expertise, topical authority planning, and AI content planning. The platform also provides tools for content creation, including NLP-based recommendations, document drafting, content scoring, and AI writing. With a focus on user intent and SEO optimization, CONTADU aims to help users create high-quality content efficiently and effectively.
TrainMyAI
TrainMyAI is a comprehensive solution for creating AI chatbots using retrieval augmented generation (RAG) technology. It allows users to build custom AI chatbots on their servers, enabling interactions over WhatsApp, web, and private APIs. The platform offers deep customization options, fine-grained user management, usage history tracking, content optimization, and linked citations. With TrainMyAI, users can maintain full control over their AI models and data, either on-premise or in the cloud.
PageWise AI
PageWise AI is an AI application that provides instant insight into Confluence data by turning tedious searches and repetitive questions into intuitive AI-powered conversations directly in Slack. It offers effortless integration with Slack and Confluence accounts, eliminates the need for sifting through pages, reduces repetitive queries, connects hidden insights within Confluence pages, boosts communication, and scales with business needs. PageWise AI offers flexible pricing plans catering to different team sizes and requirements, with the option for custom integrations, data sources, and self-hosted solutions for enterprise users.
Box
The website offers an AI-powered content management, workflow, and collaboration platform called Box. It provides end-to-end data protection, automation of processes, visual collaboration tools, e-signature capabilities, and integration with thousands of apps. Box AI unlocks the value of content by providing insights, creating content quickly, and aiding in decision-making. The platform also offers developer tools, IT administration controls, and content migration services.
Zevi
Zevi is an AI-powered site search and discovery platform that helps businesses improve their website search and chat experience. It offers a range of features including neural search, chat assistant, merchandising, and analytics. Zevi's AI-driven technology helps businesses understand their customers' queries and provide them with the most relevant results. It also helps businesses create a more personalized and conversational shopping experience for their customers.
HubSpot
HubSpot is a customer relationship management (CRM) platform that provides software and tools for marketing, sales, customer service, content management, and operations. It is designed to help businesses grow by connecting their data, teams, and customers on one platform. HubSpot's AI tools are used to automate tasks, personalize marketing campaigns, and provide insights into customer behavior.
Vectorize
Vectorize is a fast, accurate, and production-ready AI tool that helps users turn unstructured data into optimized vector search indexes. It leverages Large Language Models (LLMs) to create copilots and enhance customer experiences by extracting natural language from various sources. With built-in support for top AI platforms and a variety of embedding models and chunking strategies, Vectorize enables users to deploy real-time vector pipelines for accurate search results. The tool also offers out-of-the-box connectors to popular knowledge repositories and collaboration platforms, making it easy to transform knowledge into AI-generated content.
Journalist's Toolbox AI
Journalist's Toolbox AI is a comprehensive platform designed to equip journalists with the latest AI-driven tools and resources to enhance their reporting and storytelling capabilities. The website offers a wide range of features and training materials to help journalists stay ahead in the rapidly evolving digital journalism landscape. From fact-checking and summarization tools to AI productivity and editing tools, Journalist's Toolbox AI provides a one-stop solution for journalists looking to leverage AI technology in their work. With a focus on empowering journalists with innovative tools and best practices, the platform serves as a valuable resource for professionals and aspiring journalists alike.
expert.ai
expert.ai is an AI platform that offers natural language technologies and responsible AI integrations across various industries such as insurance, banking, publishing, and more. The platform helps streamline operations, extract critical data, drive revelations, ensure compliance, and deliver key information for businesses. With a focus on responsible AI, expert.ai provides solutions for insurers, pharmaceuticals, publishers, and financial services companies to reduce errors, save time, lower costs, and accelerate intelligent process automation.
EDIA
EDIA is an automated CONTENT LABELLING platform that enables modular, goal-oriented, and reusable content using high-end AI. The platform provides instant structure and insight into content through its Metadata API, integrated with various systems and authoring tools. EDIA offers subscription services, tools, and API integrations to automate metadata creation. Users can create a free account to access the platform's tools. The platform aims to improve content discoverability, reduce production costs, and enhance content management efficiency.
Mark Copy AI
Mark Copy AI is an AI-powered content creation tool that allows users to tailor every aspect of their AI-generated content to match their brand's unique voice and identity. The platform prioritizes security and offers resources such as blog articles, ebooks, webinars, and case studies to help users elevate their marketing strategy. Mark AI enables users to ensure on-brand content company-wide, minimize costs while maximizing content quality, and accelerate content creation through team collaboration. The platform has received positive feedback from users for its ability to produce on-brand SEO content in multiple languages, save time in article creation, and boost clients' search traffic.
Unifire.ai
Unifire.ai is an AI-powered content repurposing tool that allows users to create content 10 times faster by transforming audio, text, and video content into various formats such as Tweets, LinkedIn posts, newsletters, and blog posts. The tool is trained on the user's tone and style, providing unique and personalized content. Unifire automates the content generation process, from transcription to final content creation, enabling users to scale their existing content without starting from scratch. It offers collaborative editing features, content templates, and a credit-based pricing system for cost-effective usage.
2txt
2txt is an AI tool that revolutionizes conversion and organic traffic. It offers services for content generation, data harmonization, and excellent support. Users can benefit from SEO-optimized category texts, product descriptions, translations, and more. The tool helps in saving time, increasing efficiency, and scaling content production. With features like automatic link insertion, data cleanup, and plug-and-play content generation, 2txt streamlines the process of creating high-quality content tailored to individual needs.
New Age Content Services LLP
New Age Content Services LLP is a specialized content and content marketing service provider for tech and emerging tech companies. With over a decade's experience, they offer services to power tech brands by providing messaging and marketing solutions. They focus on industries like IT, AI, ML, cognitive computing, data science/analytics, IoT, cybersecurity, and Web3. The company helps businesses maximize their content and marketing strategies through AI technology, aiming to improve digital marketing efficiency and personalize campaigns.
Shipley BD.ai
Shipley BD.ai is an AI-powered platform that offers comprehensive training courses and consulting services for business development professionals. The platform integrates AI technology to enhance proposal development, capture management, and training processes. Shipley BD.ai aims to empower professionals with knowledge, guidelines, and practical techniques to win more business faster in a reliable and responsible manner. The platform provides strategic guidance, expertise, and innovative solutions combining AI with human creativity in business development.
RegexBot
RegexBot is an AI-powered Regex Builder that allows users to test and convert natural language into powerful regular expressions effortlessly. It leverages the power of AI to help users master regular expressions by providing tools to match specific patterns like URLs, email addresses, ZIP codes, and words containing only uppercase letters. With a user-friendly interface, RegexBot simplifies the process of creating and validating regular expressions, making it a valuable tool for developers, data analysts, and anyone working with text data.
TextUnited
TextUnited is an AI Translation Platform that offers expert translations through an AI-powered platform and world-class customer service. It provides solutions for website translation, eLearning & education, software localization, unlocking new markets, multilingual customer experience, and organization & productivity of translation. The platform uses AI technology to deliver custom translations at scale and a fraction of the cost, while also offering human translation services by expert linguists. TextUnited stands out for its simplicity, power of AI, customer service, content automation, and continuously enhanced automatic translation.
Smartling
Smartling is an AI-enabled translation platform that offers language translation and content localization solutions. It helps companies accurately translate and localize content into any language and media at scale. Smartling's platform is cloud-based with AI-powered content and workflow management, performance dashboards, cost estimating, and a contextual CAT tool. It provides human translation services, Neural Machine Translation, and automated quality checks. The platform simplifies managing multilingual content, automates content ingestion, and optimizes performance with real-time reporting.
Criya AI
Criya AI is an Intelligent Content System that helps boost buyer engagement by providing AI-powered tools such as Content Builder, Slide Generator, Visual Design, and more. It offers features like Company knowledge management, Engagement Analytics, Secure Sharing, and Team Collaboration. Criya AI caters to various use cases like Account Based Prospecting, Lead Capture, and Deal Execution, benefiting roles such as BDR/SDR, Account Executive, and Sales Trainer. The application is designed to accelerate revenue generation by producing client-ready assets quickly and efficiently.
YouLearn
YouLearn is an AI-powered tutoring platform designed to help learners understand and learn from various types of content such as PDFs, videos, and slides. With features like instant answers, content upload, and sources included, YouLearn aims to simplify learning and improve knowledge retention. Trusted by over 110,000 learners worldwide, the platform offers a seamless learning experience by providing personalized AI tutoring services. Whether you are a student, professional, or lifelong learner, YouLearn is built to enhance your learning journey and make education more accessible and engaging.
Pixai
Pixai is an AI-driven content hub designed to help businesses publish content faster and more efficiently. It offers features such as seamless product synchronization, dynamic catalog management, personalization at scale, instant content generation, and omnichannel visibility. Pixai streamlines tasks like catalog management, content creation, and distribution, enabling users to automate processes and deliver targeted, meaningful content to customers. The platform aims to revolutionize content creation by generating engaging, personalized experiences and empowering users to connect with their audience with purpose and precision.
OpenText
OpenText is an information management solutions provider that offers a wide range of products and services to help organizations manage their data, content, cybersecurity, and more. The company leverages artificial intelligence to enhance various aspects of business operations, including analytics, IT operations, customer experiences, content management, and cybersecurity. OpenText aims to elevate human potential by transforming organizations with Business Cloud, Business AI, and Business Technology solutions.
RDMC AI
RDMC AI is an AI-powered digital marketing assistant designed to empower startups, small and medium businesses in maximizing their online presence affordably. It offers comprehensive solutions such as social media, content creation, design, and campaign studios, all integrated with AI technology to streamline processes and drive results. With features like AI-enhanced content creation, affordable AI integration, and a user-friendly platform, RDMC AI aims to revolutionize the digital marketing experience for businesses worldwide.
20 - Open Source Tools
quantizr
Quanta is a new kind of Content Management platform, with powerful features including: Wikis & micro-blogging, ChatGPT Question Answering, Document collaboration and publishing, PDF Generation, Secure messaging with (E2E Encryption), Video/audio recording & sharing, File sharing, Podcatcher (RSS Reader), and many other features related to managing hierarchical content.
ai-admin-jqadm
Aimeos JQAdm is a VueJS and Bootstrap based admin backend for Aimeos. It provides a user-friendly interface for managing your Aimeos e-commerce website. With Aimeos JQAdm, you can easily add, edit, and delete products, categories, orders, and customers. You can also manage your website's settings, such as payment methods, shipping methods, and taxes. Aimeos JQAdm is a powerful and easy-to-use tool that can help you manage your Aimeos website more efficiently.
openshield
OpenShield is a firewall designed for AI models to protect against various attacks such as prompt injection, insecure output handling, training data poisoning, model denial of service, supply chain vulnerabilities, sensitive information disclosure, insecure plugin design, excessive agency granting, overreliance, and model theft. It provides rate limiting, content filtering, and keyword filtering for AI models. The tool acts as a transparent proxy between AI models and clients, allowing users to set custom rate limits for OpenAI endpoints and perform tokenizer calculations for OpenAI models. OpenShield also supports Python and LLM based rules, with upcoming features including rate limiting per user and model, prompts manager, content filtering, keyword filtering based on LLM/Vector models, OpenMeter integration, and VectorDB integration. The tool requires an OpenAI API key, Postgres, and Redis for operation.
genai-for-marketing
This repository provides a deployment guide for utilizing Google Cloud's Generative AI tools in marketing scenarios. It includes step-by-step instructions, examples of crafting marketing materials, and supplementary Jupyter notebooks. The demos cover marketing insights, audience analysis, trendspotting, content search, content generation, and workspace integration. Users can access and visualize marketing data, analyze trends, improve search experience, and generate compelling content. The repository structure includes backend APIs, frontend code, sample notebooks, templates, and installation scripts.
ComfyUI-Tara-LLM-Integration
Tara is a powerful node for ComfyUI that integrates Large Language Models (LLMs) to enhance and automate workflow processes. With Tara, you can create complex, intelligent workflows that refine and generate content, manage API keys, and seamlessly integrate various LLMs into your projects. It comprises nodes for handling OpenAI-compatible APIs, saving and loading API keys, composing multiple texts, and using predefined templates for OpenAI and Groq. Tara supports OpenAI and Grok models with plans to expand support to together.ai and Replicate. Users can install Tara via Git URL or ComfyUI Manager and utilize it for tasks like input guidance, saving and loading API keys, and generating text suitable for chaining in workflows.
Awesome-LLM-Reasoning
**Curated collection of papers and resources on how to unlock the reasoning ability of LLMs and MLLMs.** **Description in less than 400 words, no line breaks and quotation marks.** Large Language Models (LLMs) have revolutionized the NLP landscape, showing improved performance and sample efficiency over smaller models. However, increasing model size alone has not proved sufficient for high performance on challenging reasoning tasks, such as solving arithmetic or commonsense problems. This curated collection of papers and resources presents the latest advancements in unlocking the reasoning abilities of LLMs and Multimodal LLMs (MLLMs). It covers various techniques, benchmarks, and applications, providing a comprehensive overview of the field. **5 jobs suitable for this tool, in lowercase letters.** - content writer - researcher - data analyst - software engineer - product manager **Keywords of the tool, in lowercase letters.** - llm - reasoning - multimodal - chain-of-thought - prompt engineering **5 specific tasks user can use this tool to do, in less than 3 words, Verb + noun form, in daily spoken language.** - write a story - answer a question - translate a language - generate code - summarize a document
OpenAIWorkshop
Azure OpenAI Service provides REST API access to OpenAI's powerful language models including GPT-3, Codex and Embeddings. Users can easily adapt models for content generation, summarization, semantic search, and natural language to code translation. The workshop covers basics, prompt engineering, common NLP tasks, generative tasks, conversational dialog, and learning methods. It guides users to build applications with PowerApp, query SQL data, create data pipelines, and work with proprietary datasets. Target audience includes Power Users, Software Engineers, Data Scientists, and AI architects and Managers.
BizyAir
BizyAir is a collection of ComfyUI nodes that help users overcome environmental and hardware limitations to generate high-quality content. It includes features such as ControlNet preprocessing, image background removal, photo-quality image generation, and animation super-resolution. Users can run ComfyUI anywhere without worrying about hardware requirements. Installation methods include using ComfyUI Manager, Comfy CLI, downloading standalone packages for Windows, or cloning the BizyAir repository into the custom_nodes subdirectory of ComfyUI.
com.openai.unity
com.openai.unity is an OpenAI package for Unity that allows users to interact with OpenAI's API through RESTful requests. It is independently developed and not an official library affiliated with OpenAI. Users can fine-tune models, create assistants, chat completions, and more. The package requires Unity 2021.3 LTS or higher and can be installed via Unity Package Manager or Git URL. Various features like authentication, Azure OpenAI integration, model management, thread creation, chat completions, audio processing, image generation, file management, fine-tuning, batch processing, embeddings, and content moderation are available.
bravegpt
BraveGPT is a userscript that brings the power of ChatGPT to Brave Search. It allows users to engage with a conversational AI assistant directly within their search results, providing instant and personalized responses to their queries. BraveGPT is powered by GPT-4, the latest and most advanced language model from OpenAI, ensuring accurate and comprehensive answers. With BraveGPT, users can ask questions, get summaries, generate creative content, and more, all without leaving the Brave Search interface. The tool is easy to install and use, making it accessible to users of all levels. BraveGPT is a valuable addition to the Brave Search experience, enhancing its capabilities and providing users with a more efficient and informative search experience.
client
Gemini PHP is a PHP API client for interacting with the Gemini AI API. It allows users to generate content, chat, count tokens, configure models, embed resources, list models, get model information, troubleshoot timeouts, and test API responses. The client supports various features such as text-only input, text-and-image input, multi-turn conversations, streaming content generation, token counting, model configuration, and embedding techniques. Users can interact with Gemini's API to perform tasks related to natural language generation and text analysis.
gemini-ai
Gemini AI is a Ruby Gem designed to provide low-level access to Google's generative AI services through Vertex AI, Generative Language API, or AI Studio. It allows users to interact with Gemini to build abstractions on top of it. The Gem provides functionalities for tasks such as generating content, embeddings, predictions, and more. It supports streaming capabilities, server-sent events, safety settings, system instructions, JSON format responses, and tools (functions) calling. The Gem also includes error handling, development setup, publishing to RubyGems, updating the README, and references to resources for further learning.
gpustack
GPUStack is an open-source GPU cluster manager designed for running large language models (LLMs). It supports a wide variety of hardware, scales with GPU inventory, offers lightweight Python package with minimal dependencies, provides OpenAI-compatible APIs, simplifies user and API key management, enables GPU metrics monitoring, and facilitates token usage and rate metrics tracking. The tool is suitable for managing GPU clusters efficiently and effectively.
hoarder-app
Hoarder is a self-hostable bookmark manager with a focus on privacy and customization. It features automatic link previews, full-text search, AI-based tagging, and a variety of import and export options. Hoarder is designed to be easy to use and extensible, with a plugin system that allows users to add their own features and integrations.
Whisper-TikTok
Discover Whisper-TikTok, an innovative AI-powered tool that leverages the prowess of Edge TTS, OpenAI-Whisper, and FFMPEG to craft captivating TikTok videos. Whisper-TikTok effortlessly generates accurate transcriptions from audio files and integrates Microsoft Edge Cloud Text-to-Speech API for vibrant voiceovers. The program orchestrates the synthesis of videos using a structured JSON dataset, generating mesmerizing TikTok content in minutes.
duckduckgpt
DuckDuckGPT brings the magic of ChatGPT to DDG (powered by GPT-4!). DuckDuckGPT is a browser extension that allows you to use ChatGPT within DuckDuckGo. This means you can ask ChatGPT questions, get help with tasks, and generate creative content, all without leaving DuckDuckGo. DuckDuckGPT is easy to use. Once you have installed the extension, simply type your question into the DuckDuckGo search bar and hit enter. ChatGPT will then generate a response that will appear below the search results. DuckDuckGPT is a powerful tool that can help you with a wide variety of tasks. Here are just a few examples of what you can use it for: * Get help with research * Write essays and other creative content * Translate languages * Get coding help * Answer trivia questions * And much more! DuckDuckGPT is still in development, but it is already a very powerful tool. As GPT-4 continues to improve, DuckDuckGPT will only get better. So if you are looking for a way to make your DuckDuckGo searches more productive, be sure to give DuckDuckGPT a try.
LLPhant
LLPhant is a comprehensive PHP Generative AI Framework that provides a simple and powerful way to build apps. It supports Symfony and Laravel and offers a wide range of features, including text generation, chatbots, text summarization, and more. LLPhant is compatible with OpenAI and Ollama and can be used to perform a variety of tasks, including creating semantic search, chatbots, personalized content, and text summarization.
AI-HF_Patch
AI-HF_Patch is a comprehensive patch for AI-Shoujo that includes all free updates, fan-made English translations, essential mods, and gameplay improvements. It ensures compatibility with character cards and scenes while maintaining the original game's feel. The patch addresses common issues and provides uncensoring options. Users can support development through Patreon. The patch does not include the full game or pirated content, requiring a separate purchase from Steam. Installation is straightforward, with detailed guides available for users.
awesome-mobile-robotics
The 'awesome-mobile-robotics' repository is a curated list of important content related to Mobile Robotics and AI. It includes resources such as courses, books, datasets, software and libraries, podcasts, conferences, journals, companies and jobs, laboratories and research groups, and miscellaneous resources. The repository covers a wide range of topics in the field of Mobile Robotics and AI, providing valuable information for enthusiasts, researchers, and professionals in the domain.
deep-seek
DeepSeek is a new experimental architecture for a large language model (LLM) powered internet-scale retrieval engine. Unlike current research agents designed as answer engines, DeepSeek aims to process a vast amount of sources to collect a comprehensive list of entities and enrich them with additional relevant data. The end result is a table with retrieved entities and enriched columns, providing a comprehensive overview of the topic. DeepSeek utilizes both standard keyword search and neural search to find relevant content, and employs an LLM to extract specific entities and their associated contents. It also includes a smaller answer agent to enrich the retrieved data, ensuring thoroughness. DeepSeek has the potential to revolutionize research and information gathering by providing a comprehensive and structured way to access information from the vastness of the internet.
20 - OpenAI Gpts
MODX GPT
MODX GPT is trained on the MODX.com CMS documentation and helps guide you with MODX development tasks. Learn the basics, use me to look up function references, discover MODX Extras, or even help with debugging.
OctoberCMS Assistant
Expert in OctoberCMS, using provided docs and source code for precise guidance
VTuberの敏腕マネージャー AI
あなたの活動をさらに夢に近づける、あなたのための敏腕マネージャーです。VTuberさんをはじめとして、インターネット上で活動するあらゆる表現者・クリエイターの力になります。YouTubeやXの数字をしっかり伸ばして、夢を掴んでいきましょう!(カスタマイズ:真城由理)
Email Marketing Advisor CN
Chinese-speaking guide for email marketing strategies, adhering to strict privacy rules.
Online Advertising Advisor
Drives sales and brand visibility through strategic online advertising initiatives.
NextLevelStrategist | Denis Doeland
Expert digitale strategie en transformatie. Interactieve kennisbank op basis van Denis Doeland's visie op de digitale wereld.
Rentout
this chat gpt will analyze the info and act as a expert social media manager, will create blog posts and content for social media platforms
Trend Tracker Pro+
Insightful market and consumer trends analysis. For Brand Managers, Business Analysts and Content Creators
Content Sentinel
text and image content moderation analysis that responds in formatted json.