Find and compare the best Artificial Intelligence software for Zoom in 2026
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Use the comparison tool below to compare the top Artificial Intelligence software for Zoom on the market. You can filter results by user reviews, pricing, features, platform, region, support options, integrations, and more.
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Gyld
Gyld
$25 per monthGyld empowers teams to create AI-driven employees that can operate autonomously even during off-hours by selecting from a variety of pre-designed AI agents or by customizing their own to automate various tasks within business applications. These AI agents are capable of managing emails, organizing calendars, updating CRM systems, posting updates on Slack, and executing numerous other workflows through intuitive conversations. Users can effortlessly set up AI agents in less than a minute by assigning a name, providing specific instructions, linking essential tools like Gmail, Salesforce, Slack, Stripe, QuickBooks, Google Calendar, and Google Drive, and allowing the agents to function seamlessly across these integrated platforms. Gyld aims to transcend traditional chatbots by equipping AI employees with the capability to take initiative, streamline repetitive tasks, and work around the clock without the need for ongoing supervision. These AI employees can efficiently manage workflows related to inboxes, schedule appointments, update CRM information, follow up with leads, generate reports, and handle social media postings, enabling users to concentrate on more strategic and value-added activities. By leveraging Gyld's technology, organizations can significantly enhance productivity and efficiency across their operations. -
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Hintedly
Hintedly
$19 per monthHintedly serves as a private AI assistant designed to provide users with immediate responses, talking points, notes, action items, and follow-up suggestions during various high-stakes discussions, such as interviews, sales calls, team collaborations, and executive meetings. Operating as a standalone application compatible with both Mac and Windows, it overlays a transparent interface on popular video conferencing platforms like Zoom, Google Meet, Microsoft Teams, Webex, HireVue, CoderPad, HackerRank, LeetCode, and others, ensuring that information is readily accessible without the need to navigate away from the conversation. By analyzing the screen and picking up audio from the microphone and speakers, Hintedly can read local documents and perform web searches when additional context is required, providing timely and relevant answers tailored to the conversation. This capability allows users to handle behavioral queries, technical challenges, objections, updates, risks, decisions, and follow-ups seamlessly, ensuring they remain engaged and responsive throughout the discussion. Ultimately, Hintedly enhances communication effectiveness by delivering vital information precisely when it is needed most. -
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Bono
Bono
$30 per monthBono AI serves as an innovative content strategist, founded on a straightforward principle: engage in dialogue once, and disseminate across multiple platforms. It transforms discussions into various forms of content including blog entries, social media posts, newsletters, and more, while managing strategy, content creation, distribution, and branding through effortless conversations. Bono identifies your core values, target audience, and presence, ensuring that over time, your voice, themes, and audience coalesce into a recognizable and cohesive brand identity. Each interaction enhances the content development process: Bono absorbs your narratives, tone, and expertise, converting fragmented ideas into a coherent and dynamic strategy that you can witness evolving. Users can voice their thoughts or communicate through text, and Bono expertly organizes, polishes, and readies them for publication in accordance with their objectives and style, alleviating the burden of rewriting, minimizing decision fatigue, and easing the challenge of maintaining consistency. Moreover, it treats a personal website as a vibrant platform for expressing your ideas, seamlessly converting conversations into articles, project pages, and issues of newsletters, thereby enriching your online presence. This approach not only fosters creativity but also builds a comprehensive digital footprint that encapsulates your journey and insights. -
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Diaform
Diaform
$49 per monthDiaform serves as an AI-driven interviewer designed to enhance product feedback, merging the in-depth nature of a Zoom conversation with the broad reach of traditional surveys. Rather than subjecting all participants to the same rigid questionnaire, Diaform facilitates AI-guided dialogues that explore follow-up questions, delve into the reasoning behind responses, and transform superficial feedback into meaningful insights. You have the flexibility to establish initial questions, determine the extent of the AI's probing, and distribute a single link, ensuring that each participant experiences a unique journey tailored to their answers. The AI intelligently assesses which responses warrant further exploration and when to advance, ensuring that vague replies like “fine” or “ok” do not hinder the collection of rich, open-ended feedback. Participants can express themselves through voice or text, fostering longer, more genuine, and candid responses. Each interaction generates a comprehensive summary that includes sentiment analysis, confidence levels, key terms, memorable quotes, and emerging themes, enabling teams to take prompt action rather than sorting through responses manually. Diaform is specifically designed for customer-centric research initiatives where in-depth understanding is crucial, including areas such as churn analysis, onboarding experiences, post-purchase evaluations, concept validation, and interviews. Ultimately, this innovative tool empowers organizations to derive actionable insights efficiently and effectively. -
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Computer by DevRev
DevRev
$30 per monthComputer is an innovative AI platform designed specifically for sales teams that require enhanced account insights, quicker actions, and increased decision-making confidence. Its integrated Shared Memory system adapts to the unique workflows of each team, comprehending account details and historical pipeline data, while becoming progressively more beneficial as interactions, decisions, and transactions are logged. Users can seamlessly integrate their CRM, email, calendar, meeting records, and various other sales tools, enabling them to inquire about potential opportunities or utilize preconfigured skills for tasks such as meeting prep, in-depth account analysis, deal pattern assessments, pipeline evaluations, meeting summaries, and follow-up email drafting. The functionalities of Computer AirSync and Computer Memory consolidate information from various connected platforms into a singular, constantly updated context, which empowers the system to analyze real-time organizational data instead of relying on outdated or fragmented information. This capability allows for accurate responses, the identification of trends, the creation of comprehensive quarterly business reviews, and the facilitation of team actions without the need for tedious manual information gathering. Furthermore, by streamlining these processes, the platform significantly enhances overall productivity and collaboration among sales professionals. -
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Speakwise
Speakwise
FreeSpeakwise is an innovative app designed for iPhone that functions as a voice recorder, voice-to-text transcription tool, and note-taking assistant, specifically tailored for in-person discussions and meetings. Users can initiate a recording with a single tap directly using their iPhone's microphone, eliminating the need for a laptop, virtual meeting platforms like Zoom or Teams, calendar invites, or any automated bots participating in the conversation. The app seamlessly transforms the audio into a searchable transcript, expertly identifies different speakers through diarization, and provides a succinct AI-generated summary that highlights essential points, decisions made, and actionable items. Speakwise is capable of recognizing and supporting over 100 languages, featuring automatic detection and dialect recognition that includes various regional accents often overlooked by other transcription services. Recording can be done offline, allowing users to capture important discussions even in places without internet access, such as airplanes, job sites, or secure environments, with the data syncing and processing once a connection is available. Furthermore, users can enjoy the convenience of hands-free operation with AirPods controls to effortlessly start, pause, and stop recordings, while the iPhone Action Button enables immediate recording on compatible devices, enhancing the overall user experience significantly. This streamlined approach makes Speakwise an essential tool for professionals looking to optimize their meeting documentation process. -
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Waterr
Waterr
$29 per monthWaterr is an innovative AI meeting platform that enables teams to assign live discussions to autonomous AI personas capable of visual and auditory interactions with participants. Users can articulate the purpose of a meeting in straightforward language or utilize pre-existing templates for various situations, including candidate screening, sales discovery, customer onboarding, coaching, feedback interviews, support, research, and ongoing operational tasks. Each AI persona can be customized with its own appearance, voice, background, and mannerisms, ensuring an experience that resembles engaging with a real human rather than a mere chatbot. Teams have the option to review the persona, scenario prompts, and the entire conversational flow, allowing them to test it live in an actual meeting before presenting it to other participants. Additionally, the same scenario can be integrated into a website as an avatar, inline widget, or a talk-to-us button, enhancing user interaction. For developers interested in leveraging this technology, Waterr offers a comprehensive API for facilitating AI meetings, complete with features such as authentication, SDKs, webhooks, rate limits, and the ability to create custom avatars for a tailored experience. This versatility makes Waterr a valuable tool for teams seeking to streamline their meeting processes while maintaining a personal touch. -
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AI Answering
AI Answering
$997/month AI Answering serves as a round-the-clock AI call center solution tailored for law firms, healthcare providers, home services, and real estate teams. The platform utilizes AI voice agents to handle every incoming call immediately, accurately identify the caller's intent, gather structured information, schedule appointments based on real-time calendar availability, and route or escalate calls according to the predefined rules established by the user. Each call generates a searchable transcript, an audio recording, an AI-generated summary, and an updated contact record for future reference. A centralized dashboard provides real-time monitoring of call volume, escalation rates, appointments scheduled, and average handling times. Additionally, your team can configure outbound sequences, which the AI will then execute for follow-ups, reminders, and client reactivation efforts. Role-based access control ensures that specific permissions for viewing, creating, and updating are set for each module. The platform is SOC 2 Type II compliant and adheres to HIPAA standards, with Business Associate Agreements readily available for users. Notably, AI Answering is accessible in both English and Spanish, catering to a diverse clientele and enhancing communication. -
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Caddi
Caddi
$250 per monthCaddi is an innovative platform that leverages AI to streamline back-office tasks by identifying and automating repetitive activities within the existing tools that your team employs. It accomplishes this by analyzing user activity from various connected systems, which only requires read-only access, to pinpoint frequently executed manual processes, ranking them based on potential time savings and certainty, and highlighting which workflows should be developed. To onboard Caddi, you instruct it similarly to training a new employee: by sharing your screen to demonstrate the job, verbally explaining each step, outlining rules, addressing exceptions, and refining the workflow through conversation. Subsequently, Caddi creates an automated loop that integrates seamlessly with existing tools while also monitoring for any anomalies that may require further attention. The platform uses deterministic code for tasks that require precision, while employing AI for scenarios that involve decision-making, ensuring consistent handling of the same inputs. Every execution is meticulously logged and can be replayed, providing insights into the automation's decisions, the rationale behind those choices, and the permissions utilized. This comprehensive logging not only enhances transparency but also facilitates continuous improvement by allowing users to review and refine the automated processes over time. -
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Oats
ariso.ai
FreeOats is a meeting notes application that operates as open-source software, allowing users to document meetings directly on their computers without the need for a bot to join the call. It captures audio locally and converts the dialogue into an organized summary, including action items assigned to specific owners, a quality score for the meeting, and a searchable transcript reflecting the actual conversation. Compatible with platforms like Zoom, Google Meet, Microsoft Teams, phone calls, and even in-person discussions, Oats ensures that any audio detected by your computer can be transformed into notes. Users have the option to run recordings and AI-driven notes entirely on their devices using a local model for enhanced privacy, or they can link to an Ariso account for more advanced AI functionalities. Each recorded meeting is stored in a searchable library, enabling users to inquire about past meetings and easily access previous decisions or commitments. Action items are neatly organized in a dedicated Todos section rather than becoming lost within the notes, and users can automatically close completed tasks directly from the meeting notes. This streamlined approach not only enhances productivity but also ensures that critical information from meetings is readily accessible for future reference. -
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Cobl
Cobl
€49 per monthCobl is an AI-driven deal assistant designed specifically for sales teams, facilitating the entire process from initial interest to the final signed agreement. Unlike traditional CRM systems that merely monitor the pipeline, Cobl’s intelligent agents actively grasp the status of each deal, suggest actionable next steps, and take on various tasks such as follow-ups, proposal creation, slide presentations, security questionnaires, business cases, and comprehensive RFP responses. By integrating CRM information with emails, calls, documents, and organizational knowledge, Cobl ensures that every asset is tailored from real deal experiences, historical successes, established pricing guidelines, and the company’s unique selling approach rather than relying on vague templates. Additionally, Cobl meticulously logs CRM updates, meeting notes, client inquiries, and strategic insights to generate the most relevant materials for stakeholders at precisely the right time. For RFP processes, it efficiently qualifies prospects, evaluates requirements, contrasts proposals, responds to inquiries, composes technical documents, creates proposals, and consolidates all bid-related activities within a single, cohesive workspace, making it an invaluable tool for sales success. Ultimately, Cobl streamlines complex deal management, allowing sales teams to focus on closing deals rather than getting bogged down by administrative tasks. -
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Ploy
Ploy
$50 per monthPloy is a cutting-edge marketing platform driven by artificial intelligence that transforms your website into a dynamic growth machine by consistently monitoring, enhancing, optimizing, and leveraging opportunities in web development, growth strategies, and advertising efforts. It diligently observes your website along with competitors, tracking fluctuations in rankings, traffic, content deficiencies, conversion rate drops, and technical challenges, employing specialized agents that generate content, resolve issues, conduct experiments, and highlight the most beneficial actions to take next. Ploy Web focuses on constructing and refining websites, landing pages, SEO-driven content, and overall on-page performance; Ploy Grow works on identifying site visitors, evaluating their intent, automating tailored outreach, and linking signals to customer relationship management workflows; while Ploy Ads is dedicated to crafting advertising campaigns, analyzing ad intelligence, and tracing performance metrics from impressions to finalized revenue. Additionally, its AI Agent possesses the capability to create web pages, compose marketing copy, conduct in-depth research, generate visual content, analyze data analytics, and manage an entire website through conversational interfaces. A dynamic design system ensures that all pages maintain consistency with the brand's colors, typography, and layout, ultimately enhancing the overall user experience. With such comprehensive features, Ploy stands out as an invaluable asset for businesses aiming to optimize their online presence effectively. -
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ActiveLens
ActiveLens
$14 per monthActiveLens serves as an intelligent interface for teams engaged in phone communications, seamlessly recording calls and meetings, responding to inquiries from corporate documents in real-time, transforming spoken dialogue into actionable tasks, and updating the CRM accordingly. It is compatible with various communication mediums, including traditional desk phones, mobile devices, softphones, online meetings, and face-to-face interactions, all without necessitating a complete overhaul of existing phone systems or the involvement of a bot. The system captures audio directly on the device, facilitating consistent workflows across diverse dialing systems and communication platforms. Conversations are synthesized into organized summaries that encompass participant details, meeting objectives, client context, discussion points, and agreements reached, with customizable templates that dictate the summary's length, tone, structure, and AI parameters. In addition to full transcripts that identify speakers and offer line-by-line translations, it can leverage company resources and online content to clarify products, terminology, and industry jargon during discussions, thereby enhancing understanding and communication efficiency. This innovative approach empowers teams to focus on the conversation at hand while maintaining a comprehensive record of their interactions. -
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SpeechShield
SpeechShield
$13.25 per monthSpeechShield serves as a co-pilot for interviews and meetings on Mac, facilitating real-time transcription of conversations and presenting relevant talking points immediately after the other participant finishes speaking. For interview scenarios, users can upload a resume in PDF format along with the job description, select different languages for the interview and responses, and receive tailored suggestions that are based solely on the provided experience, while follow-up questions can expand on previous answers. In the case of client meetings, users can input details such as the company name, participants, objectives, agenda, proposals, pricing information, and notes, ensuring that suggestions are closely aligned with the prepared content, with the sources of numbers and commitments clearly indicated. Additionally, SpeechShield offers live translation services in 13 languages, displaying translated text directly below each completed sentence. This tool seamlessly integrates with platforms like Zoom, Meet, Teams, and others, without the need to introduce a bot into the meeting environment. Moreover, it maintains a record of session history, capturing questions, suggestions, notes, and optional audio recordings for future reference, enhancing the overall meeting and interview experience. This comprehensive functionality ensures that users are well-prepared and informed throughout their interactions. -
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GoodTime
GoodTime
GoodTime is redefining enterprise hiring with human-first AI that keeps every stage of the recruiting process in sync. From candidate screening and scheduling to communications and insights, our AI agents step in to remove friction, automate repetitive tasks, and keep hiring teams and candidates moving forward. Acting proactively, they surface key insights, prioritize top talent, and ensure recruiters and hiring managers always stay aligned. Global brands like Priceline, Lyft, and HubSpot rely on GoodTime to accelerate hiring, make smarter decisions, and deliver memorable candidate experiences at scale. With capabilities such as automated multi-day interview coordination, SMS and WhatsApp messaging, workflow automation, interviewer selection, and robust analytics and benchmarking, enterprise companies cut their hiring timelines dramatically — often reducing time-to-hire by 50%. Discover how we power people-first hiring at goodtime.io. -
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Teneo.AI
Teneo.AI
Teneo.AI is a market-leading agentic AI platform built to fully automate enterprise customer service. It delivers intelligent AI agents that manage voice and digital interactions with up to 99% resolution accuracy. Designed for speed, Teneo enables organizations to launch pilots in weeks and reach production rapidly. The platform supports omnichannel engagement across voice, chat, apps, and email from a single environment. Voice AI capabilities allow enterprises to handle millions of interactions every month without service disruption. Teneo integrates easily with existing contact center and enterprise systems through open APIs. Built-in analytics provide actionable insights to continuously optimize performance. Enterprise-grade security and governance ensure compliance with internal and regulatory requirements. Organizations achieve significant cost savings while improving first-contact resolution and CSAT. Teneo helps enterprises progress from automation to fully agentless customer service operations. -
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Boost.ai
Boost.ai
Presenting the most intuitive no-code conversational AI platform that eliminates complications. Driven by exclusive self-learning artificial intelligence and featuring a robust set of enterprise-ready functions, the boost.ai platform stands as the quickest, simplest, and most scalable solution for organizations aiming to enhance and automate both internal operations and external customer engagements. Boost.ai employs advanced deep learning and natural language processing (NLP) combined with its unique automatic semantic understanding (ASU) technology to adeptly understand and reply to inquiries across various channels, including chatbots and platforms such as Skype, Messenger, and Slack. The platform boasts a wide array of functionalities, including a centralized repository for information, management of authentication, ready-made templates, language detection capabilities, conversational IVR, and much more. Furthermore, it empowers users to gain valuable insights through conversation analytics and performance metrics, enhancing customer interaction strategies, while seamlessly integrating with tools like Microsoft Teams, Zendesk, and Salesforce, ensuring a comprehensive approach to engagement. With its user-centric design and extensive capabilities, boost.ai is redefining the landscape of conversational AI for enterprises. -
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atSpoke
atSpoke
$4 per user per monthatSpoke revolutionizes your service desk experience by transforming chaotic Slack IT support channels into a streamlined service platform. With the help of AI, it can instantly resolve 40% of incoming tickets, ensuring that issues are addressed quickly and efficiently. The system intelligently triages, classifies, and assigns service requests, while also allowing for actions to be triggered across various tools directly from within tickets. This modern workplace service desk simplifies the complexities of traditional IT ticketing, promoting faster and more effective internal support. It is expertly designed for usability and speed, making it accessible to every team member. Utilizing machine learning, atSpoke automates both knowledge sharing and service requests, creating a seamless conversational ticketing experience that integrates with Slack, Teams, email, web, and SMS. With its robust integrations across your technology stack, users can accomplish more without ever leaving the ticketing interface. Tailored specifically for Slack, it provides the ultimate chat experience, and onboarding is a breeze—every employee can start using atSpoke in mere seconds. By automating repetitive tasks with AI, atSpoke significantly boosts overall efficiency in the workplace, allowing teams to focus on more strategic initiatives. Ultimately, atSpoke not only enhances service desk functionality but also empowers employees to work smarter. -
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Wing
Wing Assistant
$599 per monthWing is more than a virtual assistant service. We offer our customers unparalleled benefits. You can create complex tasks with Workflows by simply dragging and dropping. You can set them up to run as many times as you like, or ask Wing for them to run ad-hoc. Wing has ex-consultants from top global firms such as McKinsey and SAP. They can help you optimize your processes and workflows. Your assistants are located all over the globe. They are college-educated and speak English as their first language. They also undergo a rigorous 3-month training & testing program and are supervised closely by skilled Operations Managers. Your happiness is further incentivized and compensated for our assistants at a higher-than-market salary. Wing is based in San Francisco but has employees all over the globe. We are open to hiring the best people and do not limit ourselves by borders. -
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Zoom Contact Center
Zoom Communications
$69 per agent per monthZoom Contact Center is an all-inclusive Contact Center as a Service (CCaaS) solution that leverages Zoom's robust unified communications platform, enabling organizations of any size to enhance customer support and engagement effectively. The CX platform from Zoom incorporates advanced features such as smart multi-channel routing, an AI-driven virtual assistant, user-friendly no-code IVR and bot workflows, and workforce engagement tools, alongside comprehensive analytics, seamless integrations, and much more, all within the intuitive Zoom application. By utilizing Zoom's capabilities, businesses can provide rapid, effective, and highly tailored customer interactions, which leads to enhanced agent efficiency and improved overall business performance. Furthermore, the platform supports various channels, including voice, web chat, and mobile SMS, while offering essential functions like session routing, queuing, and speech analytics, among others. With tools for comprehensive session management, administrative oversight, and detailed reporting, organizations can optimize their customer service operations for greater success. -
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Moxo
Moxo
Moxo’s service orchestration platform revolutionizes complex B2B interactions by delivering seamless and efficient experiences. Inefficiencies and risks often arise when business processes are scattered across departments, clients, vendors, and partners. Moxo eliminates these challenges by unifying workflows—transforming fragmented operations into streamlined, cost-effective solutions that boost client satisfaction. Moxo platform accelerates essential tasks such as client onboarding, document management, and exception resolution. The outcome: quicker process completion, minimized compliance risks, and exceptional client experiences. Trusted by industry leaders in financial services, consulting, legal, healthcare, and real estate—including Citibank and BNP Paribas—Moxo powers the orchestration of mission-critical business relationships. -
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Staffing Engine
Staffing Engine
$499 per monthStaffing Engine enables staffing agencies to enhance their candidate connections, streamline the recruitment process, and foster significant growth. The journey began in 2015 when the co-founders launched TextUs, a groundbreaking conversational text messaging platform tailored for the staffing sector. This innovation empowered over 1,000 staffing firms to communicate more efficiently and successfully place a greater number of candidates. However, this was only the beginning of their mission. With the introduction of Staffing Engine, they are now leveraging conversational AI bots to assist staffing firms in scaling their communications, sourcing additional candidates, and further driving growth. Experience growth without the need for additional hires. By utilizing Staffing Engine AI, you can establish a virtual employee dedicated to ensuring that no opportunity slips through the cracks, with responses available around the clock. Transform interactions occurring on your website, through text messaging, and across social media platforms into successful placements. Furthermore, integrating the web chat widget into your site will maximize traffic conversion into both candidates and clients. This innovative approach not only improves efficiency but also enhances the overall recruitment experience for both firms and candidates alike. -
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Txtplay
Txtplay
€0.25 per minTxtplay not only enhances the accessibility of your audio and video content for all users, but it also uncovers hidden capabilities within your media by providing searchable metadata. This feature simplifies the processes of archiving, search engine optimization, and compliance management significantly. After uploading your media and choosing your preferred language, our advanced speech recognition technology will handle the task efficiently, and you’ll receive a notification upon completion. While our AI works its magic, you can stay focused on other tasks. We seamlessly link your media to the transcript in our online text editor, which allows you to make updates, highlight important sections, identify speakers, and easily search through your text, all while navigating through your audio or video content. Supporting over 20 different formats such as SRT, VTT, and .docx, you can customize the export settings with various details like Timecode, Atlas format, and speaker identification. Additionally, we offer options that cater to developers, making integration straightforward and efficient for various projects. This ensures that Txtplay not only meets your immediate needs but also adapts to future requirements as your media demands evolve. -
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Castmagic
Castmagic
$39 per monthTransforming discussions into engaging content can feel like a magical experience. Castmagic stands out as the ultimate AI tool for producing content from podcasts and lengthy audio. With immediate capabilities to generate transcripts, guest biographies, timestamps, essential takeaways, memorable quotes, blog articles, tweet threads, newsletters, and much more, it streamlines the content creation process. Your complete episode is meticulously cleaned, transcribed, and ready for publication in written form. This tool automates tedious tasks, ensuring that your audience is well-informed about every episode. It provides instant content output specifically formatted for various platforms. As podcast hosts, we realized that post-production often consumed excessive time, preventing us from sharing the remarkable insights from our guests and discussions. Thus, we developed the quickest method to extract all valuable content from your podcasts using a single, easy-to-use tool. Many creators struggle to find the time or means to create meaningful materials from their episodes, and previously, no viable solution existed. Castmagic empowers show notes and content extraction for top-tier podcast creators, enhancing their ability to engage audiences effectively. With Castmagic, the process of content creation becomes effortless and efficient. -
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Laxis
Laxis
$8.99 per monthLaxis intelligently records conversations to enhance the productivity and enjoyment of your meetings. Its straightforward transcription and customized templates facilitate the extraction of insights, action points, and notable quotes from individual meetings as well as across multiple sessions. By providing a precise account of meeting outcomes, Laxis ensures that all attendees receive the necessary information. Decisions and subsequent actions are presented clearly using either personalized or standard meeting templates. With advanced note-taking capabilities, you can address client challenges more swiftly. The artificial intelligence component distills important insights from each meeting or a series of interviews, while keyword highlighting and search functions reveal significant themes or concerns. Additionally, leveraging insights from user interviews can lead to valuable improvements in your product design, ultimately fostering better user experiences. Embracing Laxis can transform the way teams collaborate and communicate, paving the way for more effective decision-making.
