--- title: Coactive Reviews meta\_title: 'Coactive Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 16 reviews by the users' company size, role or industry to find out how Coactive works for a business like yours. aggregate\_rating: rating\_value: 4.3 review\_count: 16 scale: '5' date\_modified: '2026-07-12' parent\_category: name: Analytics Tools & Software url: https://www.g2.com/categories/analytics-tools-software --- # Coactive Reviews & Product Details Coactive's Multimodal AI Platform is designed to transform how organizations manage and extract value from their visual content, including images, videos, and audio. By automating the generation of detailed and context-aware metadata, Coactive enables businesses to enhance content discoverability, streamline operations, and deliver personalized experiences to their audiences. Key Features and Functionality: - Automated Multimodal Tagging: Utilizes AI to generate precise tags across visual and audio assets, integrating signals from visuals, spatial audio, and dialogues for comprehensive content understanding. - Semantic Search: Allows users to perform natural language searches across content libraries, returning relevant results anchored to specific moments within videos or images. - Advanced Analysis Tools: Provides SQL-based querying capabilities to analyze large-scale visual datasets, enabling insights into content performance, user engagement, and potential risks. - Flexible Model Integration: Supports a variety of foundation models, allowing organizations to select or integrate models that best fit their specific needs, including options to bring their own models. - Efficient Content Ingestion: Handles large volumes of media efficiently, with intelligent pre-processing that segments content into meaningful units, facilitating easier analysis and reuse. Primary Value and Solutions Provided: Coactive addresses the challenges of managing vast and unstructured visual data by automating metadata creation and enhancing content searchability. This leads to improved content personalization, efficient content moderation, and optimized content operations. By reducing manual tagging efforts and providing accurate, context-rich metadata, Coactive empowers organizations to unlock the full potential of their visual assets, driving better engagement and operational efficiency. * * * Seller [Coactive](https://www.g2.com/sellers/coactive) Discussions [Coactive Community](https://www.g2.com/products/coactive/discuss) Show More ## Top-Rated Alternatives [ ![SolarWinds Database Observability](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "SolarWinds Database Observability") SolarWinds Database Observability 4.5/5(231) ](https://www.g2.com/products/database-observability/reviews) [ ![Azure Analysis Services](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Azure Analysis Services") Azure Analysis Services 4.4/5(157) ](https://www.g2.com/products/azure-analysis-services/reviews) [ ![Azure Monitor](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Azure Monitor") Azure Monitor 4.3/5(108) ](https://www.g2.com/products/azure-monitor/reviews) [ View All Alternatives ](https://www.g2.com/products/coactive/competitors/alternatives) ## User Insights Average based on 16 real user reviews. [Log in to unlock pricing and user insights](/login) ![Imrul K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Imrul K.") IK Imrul K. Founder Health, Wellness and Fitness Small-Business (50 or fewer emp.) 7/11/2025 "Coactive Simplifies Visual Data but Needs More Flexibility" 3/5 What do you like best about Coactive? Coactive’s AI-powered platform excels at making unstructured image and video data actionable. Its natural language search and automated tagging features are intuitive, allowing me to quickly navigate and classify large content libraries without manual effort. The platform’s user-friendly interface is a standout, making it accessible for both technical and non-technical team members, which is great for collaborative workflows. Review collected by and hosted on G2.com. What do you dislike about Coactive? Coactive’s customization options are limited, which can be frustrating when I need tailored solutions for specific industry use cases. The platform’s scalability, while strong, sometimes feels constrained for highly specialized workflows. Additionally, the lack of detailed user reviews makes it hard to gauge real-world performance across diverse scenarios, leaving me uncertain about its reliability for niche applications. Review collected by and hosted on G2.com. What problems is Coactive solving and how is that benefiting you? Coactive tackles managing unstructured visual data, slow insights, scalability issues, and inefficient content personalization with AI-driven tagging, semantic search, cloud integration (AWS, GCP, Azure), and pattern analysis. Benefits: It saves me time, scales effortlessly, and delivers fast insights for better decisions and personalized content, though customization could improve. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Eliyev E.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Eliyev E.") EE Eliyev E. Marketing Manager Consumer Services Mid-Market (51-1000 emp.) 7/31/2024 "Saves hours of doing manual sorting" 4/5 What do you like best about Coactive? I found that Coactive can extract quite impressive details from images and videos. It reduces hours of work when I can simply search for particular objects in the large datasets. For instance, the identification of the customers’ activity in marketing videos became easy to analyze. Review collected by and hosted on G2.com. What do you dislike about Coactive? Coactive is not good at creating insight and exporting is painful according to the application. It only provides simple export options such as static report. This limits the data analysis that performed in the documentation further in my usual preferred charts and tables. Review collected by and hosted on G2.com. What problems is Coactive solving and how is that benefiting you? Coactive deals with the difficulty of making sense out of the image and video data which are in most cases, unstructured. This was used to be a very tedious job which had to be done manually. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite AE Ahmed E. Branding Assistant Education Management Enterprise (\> 1000 emp.) 7/25/2024 "Good for dissecting the marketing video" 4.5/5 What do you like best about Coactive? I can preferably pinpoint details such as competitor products or the placement of our brand logos in a huge database of video contents. This also enables me to produce reports on trends and brand visibility at a faster rate. Review collected by and hosted on G2.com. What do you dislike about Coactive? I have not been in a position to harness the benefits of using it in data analysis mainly the text data forming part of customer reviews, comments, and posts among others. Review collected by and hosted on G2.com. What problems is Coactive solving and how is that benefiting you? Coactive assist me in deciphering customer interaction with video ads, enable me to monitor brand references in the competitors’ content, and to evaluate the efficiency of our video marketing initiatives. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite IJ Isran J. Compensation and Benefits Manager Oil & Energy Enterprise (\> 1000 emp.) 7/12/2024 "Objects recognition and movement analysis" 4.5/5 What do you like best about Coactive? I have found it beneficial to gain insights from the videos in conducting my market research. We can now observe how customers behave in real life, finding patterns that could not be identified through questionnaires. Review collected by and hosted on G2.com. What do you dislike about Coactive? I have faced challenges when attempting to upload specific file formats that some of our research collaborators use. This means that before analyzing, one has to convert files, which is an extra step in the entire process. Review collected by and hosted on G2.com. What problems is Coactive solving and how is that benefiting you? Coactive has indeed brought a change in the way we analyse videos. It opens up opportunities in analyzing text that was hitherto buried in piles of unanalyzed and unmanageable big data. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite TL Trinh L. Risk Management Specialist Oil & Energy Enterprise (\> 1000 emp.) 6/3/2024 "Useful during research and analysis work" 4/5 What do you like best about Coactive? The features of using search for specific objects within images and videos are good. For instance, instead of scouring through marketing videos for a particular product placement, easily locating that specific clip saves me time. Review collected by and hosted on G2.com. What do you dislike about Coactive? Labeling seems no longer to be as creative as it used to be and the current labels appear somewhat prescriptive. I have also targeted to search for objects that were not in the label library on several occasions. Review collected by and hosted on G2.com. What problems is Coactive solving and how is that benefiting you? Coactive has brought immense changes on the way I analyze images and videos. Analysing visual data to gain insights has recently become a much more efficient task. It enables me distinguish certain items to arrive at the information I want fast. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite RA Romanelli A. Tax Manager Government Relations Mid-Market (51-1000 emp.) 6/13/2024 "Center around extricating significant experiences." 4/5 What do you like best about Coactive? Coactive permits me to get granular with my information examination, which is urgent for my work. The channels has been a unique advantage for recognizing patterns and examples I could have missed in any case. Review collected by and hosted on G2.com. What do you dislike about Coactive? Coactive doesn't offer ongoing information perception. Having a slack in information refreshes implies I'm at times working with somewhat obsolete data, which isn't great. Review collected by and hosted on G2.com. What problems is Coactive solving and how is that benefiting you? Coactive has assisted me with creating some distance from static calculation sheets and siloed information sources. The stage permits me to solidify all my metadata in one spot, making it more straightforward to examine and uncover stowed away associations. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite KS komal s. Web Developer Insurance Small-Business (50 or fewer emp.) 7/11/2024 "Effortless Image and Video Search with Coactive" 5/5 What do you like best about Coactive? Using Coactive to search for specific things in images and videos helps me find what I need quickly. It saves time and makes it easier for me to understand trends in my data. I love the way they handle customers. Review collected by and hosted on G2.com. What do you dislike about Coactive? I really like Coactive, but the interface could use some improvements. Review collected by and hosted on G2.com. What problems is Coactive solving and how is that benefiting you? To make Coactive really useful, we need to share information and collaborate effectively. It helps us understand data better and make smart decisions for successful market analysis. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite RS Rahul S. Marketing Manager Small-Business (50 or fewer emp.) 7/9/2024 "Empowering Team Collaboration" 5/5 What do you like best about Coactive? By using Coactive I can be able to search for things in images and videos which is really helpful. This makes my work easier. It also helps me understand trends in my data better. Review collected by and hosted on G2.com. What do you dislike about Coactive? Nothing to dislike for Coactive but it takes time for the initial setup. Review collected by and hosted on G2.com. What problems is Coactive solving and how is that benefiting you? Coactive helps me perform better, maintain balance in life and achieve my business goals easily by solving important challenges along the way. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite PS Paul S. SEO Manager Mid-Market (51-1000 emp.) 3/12/2024 "Image Data Helper" 3.5/5 What do you like best about Coactive? I can search through my images with text - it saves me time from scrolling through all images to find the one I am looking for. Review collected by and hosted on G2.com. What do you dislike about Coactive? The setup, while not complicated, took a while. I recommend allotting time for the initial setup. Review collected by and hosted on G2.com. What problems is Coactive solving and how is that benefiting you? I can consolidate my metadata and this allows for easier search. I no longer have to worry about duplicating items in my repository. Review collected by and hosted on G2.com. Show More 7/11/2024 Validated ReviewerIncentivizedSource: G2 invite AA Awais A. Junior Project Manager Higher Education Mid-Market (51-1000 emp.) 6/12/2024 "Going with information driven choices" 4.5/5 What do you like best about Coactive? They introduced my complex examination in an unmistakable and straightforward manner. Having the option to see patterns and examples in our information has been unquestionably useful. Review collected by and hosted on G2.com. What do you dislike about Coactive? The information penetrating capacities are very restricted. Coactive doesn't permit me to handily pinpoint which item or segment is driving that downfall. Review collected by and hosted on G2.com. What problems is Coactive solving and how is that benefiting you? Coactive has been an important device for uniting our information from different sources into a solitary stage. The unmistakable perceptions assist me with distinguishing significant level patterns. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ##### Pricing Pricing details for this product isn’t currently available. Visit the vendor’s website to learn more. 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