Knowledge core
Software categories
A directory of every category we rank, grouped by domain. Each category ranks tools by a confidence-weighted blend of independent signals. Pick a group, or jump straight to a category.
Industry Software
108 categories · 740 toolsVertical software built for a specific industry.
Field Service Management Software21Healthcare Software21Logistics & TMS Software21Construction Management Software19Restaurant POS Software17Equipment Fleet Management16Real Estate Software16Fintech Infrastructure14Construction Estimating13Contractor CRM13Dental Software13Property Management13Bim Software12Construction Safety12Returns Management12Catering Management11Construction Job Costing11Construction Takeoff10Customs Trade Compliance10EHR EMR10Insurance Policy Admin10Insurance Software10Legal Document Automation10Short Term Rental Management10Construction Bid Management9Lending Software9Medical Billing Rcm9Public Safety Software9Real Estate CRM9Restaurant Inventory9Retail Inventory Management9Freight Brokerage8Online Ordering Delivery8Patient Engagement8Quality Management Qms8Restaurant Reservations8School Administration8Wealth Management8Claims Management7Kitchen Display Systems7Lease Management7Medical Imaging Pacs7Omnichannel Commerce7Remote Patient Monitoring7Retail POS7Salon Spa Management7Telemedicine7Warehouse Management Wms7Fitness Gym Management6Fleet Management6Hotel Property Management6Legal Billing6Legal Intake CRM6Legal Practice Management6Loan Origination6Pharmacy Management6Behavioral Health EHR5Field Workforce Scheduling5Government & Community Software5Home Health Hospice5Home Services Dispatch5Insurance Agency Management5Legal Case Management5Online Course Platforms5Precision Agriculture5Real Estate Transactions5Restaurant & Food Software5Supply Chain Planning5Tenant Screening5Tutoring Management5Clinical Trial Management4Donor Management Fundraising4Food Safety Compliance4Higher Ed CRM4Inventory Optimization4Ip Patent Management4Lease Accounting4Merchandising Planning4Student Information Systems4Underwriting Software4Veterinary Software4Agribusiness Supply Chain3Auto Dealership Dms3Auto Parts Inventory3Cmms Maintenance3Fleet Maintenance3Govtech Permitting3Hoa Management3Lab Information Systems3Medical Practice Management3Optometry Software3Pest Control Software3Staffing Agency Software3Childcare Management2Church Management2Cleaning Service Software2Farm Management2Landscaping Lawn Care2Last Mile Delivery2Legal Research2Livestock Management2Manufacturing ERP2Patient Scheduling2Plm Software2Production Planning2Real Estate Listings Mls2Auto Repair Shop Management1Mes Software1
Developer Tools
56 categories · 687 toolsFrameworks, languages, editors, CI/CD, testing, and the tools engineers use to build software.
Testing Tools32Web Frameworks29Frontend UI Frameworks27ORM & Database Tools25Code Quality Tools24CI/CD Tools23Mobile App Frameworks21AI Coding Assistants20API Development Tools19Package Registries19Documentation Tools18IDEs & Code Editors18API Gateways17GraphQL Tools17Version Control16Backend Frameworks15Desktop App Frameworks15Package Management15Build Tools14Feature Flag Software14AI Coding Agents12Bundlers11Changelog Tools11Design To Code11Internal Developer Platforms11Localization I18N11API Mocking10Blockchain Dev Tools10Static Site Generators10Accessibility Testing9Backend As A Service9Browser Automation Testing9CLI Frameworks9Code Review Tools9Code Search9Email Testing Dev9Embedded IOT Dev9Utilities9AI Evals Testing8Cron Scheduling8Gitops8JavaScript Tooling8Monorepo Tools8Webhooks Infrastructure8Dependency Management7Low Code Platforms7Regex Tools7Data Apps Internal Tools6Load Testing6Web Servers6Smart Contract Tools5AR VR Development4Developer Portals4Game Engines4Mobile App Testing4Background Jobs Queues3
Data & AI
63 categories · 667 toolsDatabases, data platforms, analytics, business intelligence, and machine-learning tooling.
Analytics & BI Software38MLOps & LLMOps Tools27Data Engineering Tools21Llm Gateways21Data Warehouse Software20BI Software19ETL ELT19Vector Databases19Data Labeling18Relational Databases18Synthetic Data16Databases15Prompt Management15Graph Databases12Key-Value Stores12Llm Observability12Model Serving12NoSQL Databases12RAG Tools12Time-Series Databases12Search Engines11AI Agent Frameworks10AI Data Extraction Agents10AI Tools10Browser Computer Use Agents10Data Governance10Embeddings Apis10Multi Agent Orchestration10Voice AI Agents10Agent Memory9AI Enterprise Search9Data Observability9Document AI9Inference Providers9Product Analytics Software9Speech To Text9Text To Speech9AI Knowledge Assistants8Computer Vision Apis8Feature Stores8NLP Apis8Streaming Analytics8AI Guardrails7AI Research Agents7Customer Data Platform7Data Catalog7Event Tracking7Data Integration6Embedded Analytics6Experiment Tracking6Fine Tuning Platforms6No Code Agent Builders6Personalization Engines6Web Analytics6Master Data Management5ML Notebooks5Recommendation Engines5Reverse ETL5Business Intelligence Smb4Translation Apis4Data Quality3OCR Tools3Session Replay3
Business Software
69 categories · 567 toolsCRM, sales, HR, finance, ERP, and operations software.
CRM Software27Billing & Invoicing Software23Legal Software19Tax Software17Accounting Software16ATS & Recruiting Software16LMS & Training Software16HRIS & Payroll Software15Payroll Software15Contract Management13Sales Software13Background Checks12Expense & Procurement Software12Time Tracking12Esignature11Professional Services Automation11E Discovery10Employee Engagement10FP&A Software10Resource Management10Workforce Management10Franchise Management9IT Management Software9AI Receptionists8AR Automation8Customer Success8Employee Scheduling8Leave Management8Order Management Business8Treasury Management8Volunteer Management8Accounting Practice Management7AI Customer Support Agents7AP Automation7Chatbots Support7Corporate Wellness7Event Management7HR Analytics7OKR Tools7Quote Management7Recognition Rewards7Workflow Forms7Cap Table Equity6Employee Onboarding6ERP Software6Partner Management PRM6Spend Management6Virtual Data Rooms6Benefits Administration5Business Process Management5CPQ5Document Management5No Code App Builders5Performance Management5Procurement5Board Management4Entity Management4Financial Close4Help Desk4Revenue Recognition4Audit Management3Grant Management3Subscription Management3Vendor Management3Esign Productivity2Membership Management2Association Management1Bookkeeping1Nonprofit Management1
Infrastructure & Cloud
46 categories · 497 toolsCloud platforms, containers, deployment, messaging, and observability.
Configuration Management Tools25Container Orchestration Tools24Service Mesh22APM Tools19Container Registries18Message Queues18PaaS & Hosting17Cloud Infrastructure16Observability Tools16Hosting Infrastructure15Infrastructure as Code Tools15Serverless & Edge Platforms15Error Tracking Software14Self-Hosted Apps13Log Management Software11API Monitoring10Backup Recovery10Chaos Engineering10Distributed Tracing Tools10Secrets Management Tools10Status Pages10Wordpress Hosting10Bare Metal Hosting9Cost Management Finops9GPU Cloud9Disaster Recovery8DNS Management8Edge Computing8Incident Management8Load Balancers8Managed Databases8Object Storage8Realtime Messaging Infra8Email Delivery Infrastructure7File Storage7Network Monitoring7Remote Access7Virtual Desktops VDI7CDN6Cloud Storage6Kubernetes Management6Reverse Proxies6Uptime Monitoring6VPS Hosting6On Call Management4SMS Voice Infrastructure3
Marketing & Commerce
59 categories · 489 toolsMarketing, SEO, content, social, and e-commerce platforms.
Headless CMS23CMS Software22SEO Tools13AI Sdr Sales Agents12Product Marketing12Social Media Management Software12AI Copywriting11E-commerce Platforms11Email Marketing11Marketing Automation Software11Conversation Intelligence10Digital Adoption Platforms10Landing Page Builders10Lead Generation10QR Code Tools10Reputation Management10Video Marketing10Affiliate Marketing9Brand Management9Customer Feedback9Lead Enrichment9Loyalty Programs9Marketing Attribution9Popup Optin Tools9Ppc Ad Management9Referral Software9Sales Engagement9SMS Marketing9URL Shorteners9Webinar Platforms9Chatbots Marketing8Event Marketing8NPS Tools8Review Management8Ad Creative Tools7Competitive Intelligence7Customer Journey Orchestration7Influencer Marketing7Survey Tools7Ab Testing6Account Based Marketing6Community Platforms6Customer Onboarding6Heatmaps Analytics6Revenue Intelligence6Sales Enablement6Website Builders6Brand Monitoring5Content Marketing Platforms5Conversion Rate Optimization5Link In Bio5Live Chat5Membership Sites5Whatsapp Marketing5Push Notifications Marketing4Pr Media Monitoring3Prospecting Tools3Referral Marketing3Sales Intelligence1
Collaboration & Productivity
43 categories · 405 toolsTeam communication, docs, project management, and workflow automation.
Collaboration Software21Communication APIs20Customer Support15Knowledge Management15Knowledge Base Software14Meeting Schedulers14No-Code Automation Tools13Video Conferencing13Workflow Automation Software13Calendar Scheduling12AI Workflow Automation11Whiteboarding11Appointment Booking10Email Clients10Employee Intranet10File Sync10PDF Editors10Project Management Software10Task Management10Transcription10Browser Productivity9Screenshot Tools9Team Chat9Appointment Scheduling8Form Builders8Internal Communications8Mind Mapping8Remote Work Tools8Wiki Software8Clipboard Managers7Diagramming7File Sharing7Note Taking7Presentation Software7Spreadsheet Databases7Meeting Notes AI6Office Suites6Translation Software6Knowledge Base5Screen Recording4Spreadsheets4Word Processors3Forum Software2
Security & Identity
51 categories · 351 toolsApplication, cloud, and endpoint security, plus identity and access management.
Auth & Identity Software21Cloud Security Software20DevSecOps Tools16SIEM & SOAR Software12AI Gateway Security10Compliance Automation10Consent Management10IAM SSO10Password Managers10Secrets Scanning10Vendor Risk Management9Email Security8Endpoint Security Software8Network Security8Software Licensing & Protection8Dark Web Monitoring7Digital Forensics7GRC7MFA 2FA7Mobile App Security7WAF7API Security6Attack Surface Management6Bot Management6Bug Bounty6CASB6Consumer VPN6DDOS Protection6Firewalls6Identity Verification6Phishing Simulation6Data Privacy Tools5IOT Security5KYC AML5Passwordless Auth5Patch Management5Penetration Testing5Transaction Monitoring5Container Security4DLP4Fraud Detection4MDR Services4Privileged Access Management4Threat Intelligence4Vulnerability Management4Antivirus3EDR XDR3OT Security3Security Awareness Training3Data Privacy Management2Encryption Tools2
Design & Media
38 categories · 335 toolsDesign, prototyping, and creative tooling.
Video Editing Software17Animation Tools16Mockup Tools15Wireframing14Digital Signage13Image Optimization13Background Removal12Live Streaming12Podcast Editing12UI/UX & Prototyping Tools12Design Systems11Subtitle Captioning11Webcam Streaming Tools11Design & Creative Software10Gif Tools10Video Collaboration Review10Video Hosting10AI Video Generation9AI Voiceover9Design Handoff9Graphic Design9Music Production Daw8Podcast Hosting8Motion Graphics73d Modeling6Audio Editing6Color Tools6Digital Asset Management6Font Tools6Stock Music6AI Image Generation5CAD Software5Logo Makers5Vector Illustration5Icon Tools4Photo Editing3Stock Photos2Stock Video2