Discover the best of Manus
A curated gallery of real-world use cases from the Manus community. Browse by industry, feature, or explore our highlighted picks.
Use cases are user-generated and user-inspired and may contain synthetic data for demonstration purposes. Content does not represent the views or endorsements of Manus. Terms of Service
Trending This Week
Scrapping Ads Library: Competitor Ads Review
Batch Installing Skills: Transform Podcast Insights into Skills
Automation: Monitoring News and Sending Updates via Messaging Apps
Brand Skills: Turn Brand Guidelines Into Skills
Data Portal: Elderly Service Directory with AI Chat
Marketing Analytics: Ad Performance Dashboard via Meta Ads Manager Connector
All Use Cases
Showing 40 of 278 use cases
Data Visualization: Build an Interactive Synthetic Opinion Explorer
This project addressed the challenge of understanding complex simulated data by enabling users to interactively explore and visualize large datasets. The portal lets people query a large database of AI-generated personas and visualize simulated public opinion across demographics and geography. Manus reviewed the uploaded spec, architected the full-stack application, built interactive features including map visualization, sentiment charts, streaming responses, query history, and CSV export, then deployed the finished tool as a live website.
Alan Chan866
Viral Video Analysis: Script Creation and Refinement
Organizations often struggle with generating high quality, domain specific scripts efficiently. Manus provided an intuitive interface to rapidly draft and iterate on complex scripting requirements. This enabled teams to accelerate development cycles and improve the reliability of automated processes. Example: https://lumiscript.manus.space/t/the.wisepup-7585320080918023437
Alan Chan483
Social Media Analysis: Recent Social Sentiment Summary
A business needed to understand public opinion trends from a specific online community. Manus processed recent discussions to identify prevailing sentiments and key topics via Browser Operator Chrome extension. This provided a concise summary of community sentiment over a defined period, aiding in strategic communication planning.
Alan Chan368
Real Estate: Interactive 3D Housing Property Viewer
A property buyer needed a way to evaluate and compare all 23 HDB BTO projects launched in Singapore since January 2025, including unit views, sun exposure, pricing, and walkability to nearby amenities. Manus researched each project from official brochures, built a config-driven 3D viewer with satellite views, sun path analysis, walking distance calculations, price-per-sqm comparisons, and a map-based project selector, delivering a universal tool that works across all projects with seamless switching.
Alan Chan487
Market Research: Interactive Persona Exploration
This solution addressed the challenge of understanding diverse public opinions. Manus uses a large dataset of simulated persona of US population to run surveys, enabling dynamic exploration of various demographic segments. The outcome was enhanced insights into audience perspectives, supporting more informed strategic planning.
Alan Chan199
Ad Policy Checker: Image Compliance Risk Assessment
Organizations struggle to ensure advertising visuals adhere to complex policy guidelines. Manus provided an automated tool that evaluated ad images against predefined compliance rules. This significantly reduced manual review time and minimized the risk of policy violations. Test photos: https://drive.google.com/drive/folders/1ain82iWaGOnX-JfjKE5Hkx7-VEgXw?usp=drivelink
Marketing Content: Influencer Profile Generation
A marketing team needed to quickly generate creative assets for a new campaign. Manus analyzed social media data and public profiles to generate detailed AI influencer portraits. This enabled the team to batch generate on-brand promotional images and videos for the products.
Alan Chan276Scrapping Ads Library: Competitor Ads Review
Organizations struggled with manually collecting and structuring competitor ad creative data. Manus automated the extraction of ad content from public ads libraries, organizing it into a usable format. This provided a streamlined process for competitive analysis and market trend identification.
Alan Chan361
UGC Video Creation: From Brand Strategy To Persona Research and Batch Ads Generation
Organizations needed to create visual assets for specific product categories efficiently. Manus automated the process of extracting product images, researching persona, crafting messaging and creative directions, significantly reducing manual effort and accelerating the process of ads creative generation. Reapplying the Skills: https://manus.im/share/DM3HuhVIg5iDe6HM3Kt5VO
Alan Chan267
AI Twin: Turn An Influencer into A Personalized Chatbot
A LinkedIn influencer needed to rapidly deploy a specialized chatbot to democratize his career coaching work. Manus automated the extraction of information from provided sources and the configuration of the conversational AI. This resulted in a fully functional, persona-driven chatbot and a supporting website, ready for immediate interaction.
Alan Chan171
Instagram Creator Marketplace: Influencer Research & Outreach
Organizations struggle to efficiently identify suitable social media influencers for brand campaigns. Manus automated the research and vetting process, quickly surfacing a curated list of relevant profiles via Instagram Creator Marketplace connector. This enabled the rapid development of targeted branding strategies.
Alan Chan105
Web App: Annotated Map of School Information
Users needed a comprehensive platform to search, filter, and evaluate schools across multiple complex criteria, so Manus engineered a full-stack web application based on a government-provided school dataset. The final product delivered an interactive map featuring a side-by-side comparison interface for up to three schools and an integrated AI chatbot to help users seamlessly navigate the extensive dataset.
Alan Chan361
Geographic Analysis: Real-time Congestion Visualization
Organizations struggle to monitor dynamic conditions across a geographic area. Manus processed diverse data streams to generate an interactive heatmap of real-time congestion. This provided immediate visual insights for operational planning and resource allocation.
Alan Chan122
Data Visualization: Interactive Report Generation
A business needed to present complex regional data in an accessible format. Manus automated the creation of an interactive website, transforming raw information into a user friendly digital report. This streamlined data communication and improved audience engagement.
Alan Chan188
Brand Skills: Turn Brand Guidelines Into Skills
This use case addresses the challenge of establishing clear and cohesive brand standards. Manus helped by creating a comprehensive brand guideline as a skill, resulting in a unified brand presentation across teams.
Alan Chan144
Research & Analysis: Visualizing AI Startup Websites
The use case addressed the challenge of efficiently gathering and organizing information from numerous AI startup websites for comprehensive analysis. Manus facilitated data collection, visualization, and organization, resulting in clear insights that supported decision-making and strategic planning.
Alan Chan120
Interactive Map: Country Size Comparison
This use case addressed the challenge of accurately visualizing country sizes distorted by common map projections. Manus developed an interactive tool that allows users to compare the true relative sizes of countries. The outcome is a clearer understanding of global geography, free from projection-based inaccuracies.
Content Creation: Podcast Infographic Gallery Generation
This use case addressed the challenge of visually summarizing extensive audio content. Manus processed podcast transcripts to identify key themes and data points. The outcome was a series of engaging infographics, making complex information accessible and shareable.
Social Media: Instagram Carousel Post Idea Generation
A marketing team needed fresh content concepts for their social media presence. Manus analyzed current trends and audience engagement patterns to generate a diverse set of carousel post ideas. This resulted in a streamlined content creation process and improved audience interaction via Instagram Connector.
Alan Chan132
Data Visualization: Interactive Graduate Employment Dashboard with AI Chatbot
A user needed to explore graduate employment trends across six Singapore universities using a raw CSV dataset of 1,550 records spanning 2013 to 2024. Manus built a full-stack interactive web dashboard featuring seven chart sections (salary trends, employment rates, degree comparisons, and more), an LLM-powered Q&A chatbot with tailored prompts for graduates and employers, and a warm Scandinavian visual design, iterating through multiple branding directions before delivering the final polished application.
Image Editing: Batch Profile Picture Updates
This use case addressed the challenge of efficiently updating multiple user profile images across a digital platform. Manus facilitated rapid editing and ensured visual consistency through its image generation and research capabilities, resulting in streamlined profile management and uniform visual representation.
Research & Analysis: Analyze stocks via private financial database
Investors faced challenges accessing comprehensive and up-to-date financial data for informed decision-making. Manus enabled seamless browsing and data retrieval from a secure private database, resulting in more accurate analysis and improved investment insights.
Alan Chan249
Event Analytics: From Registrations to Insights
Organizations struggled to efficiently process and understand large volumes of data generated during competitive events. Manus automated the aggregation and analysis of diverse event metrics (in this case using Luma API), providing a comprehensive overview of participant engagement and performance. This resulted in actionable insights for improving future event design and participant experience.
Investment Memo: Infographic and Email Generation
Organizations struggle to efficiently transform meeting notes into digestible content for stakeholders. Manus automated the extraction of key information from notes and generated both a visual infographic and a summary email. This streamlined communication and ensured wider dissemination of meeting outcomes.
CRM Lead Enrichment: Automated Company Data Collection
Organizations struggle with manual data gathering for sales leads. Manus automated the collection of comprehensive company information, significantly reducing research time and improving lead qualification efficiency. This allowed sales teams to focus on engagement rather than data entry.
Alan Chan102Data Portal: Elderly Service Directory with AI Chat
Raw geospatial data containing over a hundred public service locations needed to be turned into a user-friendly, searchable portal that non-technical users could navigate independently. Manus designed and built a full-stack web application with interactive map exploration, category and region filters, data visualizations, and an AI-powered chatbot that answers natural language questions, resulting in an accessible directory styled for readability and ease of use.
Research & Analysis: Automated LinkedIn Candidate Search
The use case addressed the challenge of efficiently sourcing qualified candidates by automating LinkedIn searches. Manus streamlined the process, resulting in faster candidate identification and improved hiring efficiency.
Research & Analysis: Summarizes top AI papers daily
The use case addresses the challenge of staying updated with the latest research developments. Manus automated the summarization of top AI papers, enabling users to quickly grasp key insights and make informed decisions.
Multilingual Video Gen: Batch Generate Talking Videos
This use case addressed the challenge of engaging diverse audiences by producing personalized multilingual videos. Manus enabled seamless talking avatar generation (HeyGen) with natural speech in multiple languages, resulting in increased reach and improved communication effectiveness.
Batch Installing Skills: Transform Podcast Insights into Skills
Professionals often struggle to extract actionable knowledge from lengthy podcasts. Manus facilitated the conversion of podcast (Lenny's Newsletter) content into practical skills, enabling users to apply insights more effectively and improve their workflows.
Alan Chan107
Research & Analysis: Streamlining Batch Website Research
The use case addressed the challenge of efficiently gathering and analyzing information on multiple websites for a startup batch. Manus facilitated comprehensive data collection and visualization, enabling users to make informed decisions quickly and effectively.
Alan Chan144
Research & Analysis: B2B Warehouse Robotics Landscape Overview
The use case addressed the need for comprehensive market research to understand the warehouse robotics industry. Manus facilitated the creation of a detailed consulting deck through wide research and slide generation, resulting in a clear and professional presentation for stakeholders.
Web App: AI Flower Arrangement Visualizer
This use case addressed the challenge of visualizing floral designs before execution by providing an interactive platform. Manus enabled users to generate realistic visualizations quickly, resulting in improved planning and enhanced presentation capabilities.
Web Dev: From Figma to Code Conversion
Development teams often face bottlenecks in translating design mockups into functional code. Manus automated the conversion of a Figma design into a fully functional website, significantly accelerating the front end development process. This resulted in faster iteration cycles and reduced manual coding effort.
Product Marketing: Blog to Product Launch Video
A company needed to repurpose existing blog content into engaging video formats for product launches. Manus automated the transformation of blog posts into structured video scripts and visual storyboards. This significantly reduced content production time and accelerated marketing campaign readiness.
Marketing Analytics: Ad Performance Dashboard via Meta Ads Manager Connector
Organizations struggle to consolidate and visualize advertising campaign metrics from disparate sources. Manus automated the extraction and aggregation of performance data from Meta Ads Manager, creating a unified dashboard. This enabled stakeholders to quickly monitor key metrics and optimize ad spend effectively.
Alan Chan128
Research & Analysis: Market Sizing with Data Visualizations
This use case addresses the challenge of accurately estimating market size and understanding industry trends. Manus facilitated clear data visualizations that enabled users to make informed decisions, resulting in improved strategic planning and stakeholder confidence.
Product Marketing: Repurposing Blogs into Videos
A solo creator needed an efficient way to repurpose written blog content into engaging launch videos. Manus's skills enabled quick and seamless video production, resulting in compelling promotional material that enhanced audience engagement.
Data API: Online Form Response Automation
This use case addressed the challenge of manually gathering and organizing data submitted through web forms (Typeform). Manus automated the extraction and compilation of all submitted responses, resulting in efficient data access and improved analytical potential.
Campaign Image Gen: Batch Create Product Visuals
This use case solved the problem of inconsistent and inefficient product image creation. Manus leveraged AI and web browsing to generate high quality, uniform images, leading to streamlined visual content production and improved brand consistency.