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 · 820 toolsVertical software built for a specific industry.
Construction Management Software21Field Service Management Software21Healthcare Software21Logistics & TMS Software21Equipment Fleet Management18Restaurant POS Software18Construction Estimating16Real Estate Software16Contractor CRM14Dental Software14Fintech Infrastructure14Property Management14Construction Job Costing13Construction Safety13Bim Software12Construction Takeoff12Retail Inventory Management12Returns Management12Catering Management11Construction Bid Management11Customs Trade Compliance11Legal Document Automation11Medical Billing Rcm11Public Safety Software11Short Term Rental Management11EHR EMR10Insurance Policy Admin10Insurance Software10Restaurant Inventory10School Administration10Lending Software9Real Estate CRM9Claims Management8Freight Brokerage8Home Health Hospice8Hotel Property Management8Online Ordering Delivery8Patient Engagement8Quality Management Qms8Remote Patient Monitoring8Restaurant Reservations8Retail POS8Salon Spa Management8Wealth Management8Behavioral Health EHR7Clinical Trial Management7Fitness Gym Management7Kitchen Display Systems7Lease Management7Legal Case Management7Legal Intake CRM7Legal Practice Management7Loan Origination7Medical Imaging Pacs7Omnichannel Commerce7Real Estate Transactions7Restaurant & Food Software7Telemedicine7Warehouse Management Wms7Fleet Management6Hoa Management6Insurance Agency Management6Ip Patent Management6Legal Billing6Pharmacy Management6Field Workforce Scheduling5Fleet Maintenance5Food Safety Compliance5Government & Community Software5Higher Ed CRM5Home Services Dispatch5Inventory Optimization5Lab Information Systems5Merchandising Planning5Online Course Platforms5Precision Agriculture5Supply Chain Planning5Tenant Screening5Tutoring Management5Veterinary Software5Auto Parts Inventory4Donor Management Fundraising4Lease Accounting4Livestock Management4Optometry Software4Pest Control Software4Staffing Agency Software4Student Information Systems4Underwriting Software4Agribusiness Supply Chain3Auto Dealership Dms3Auto Repair Shop Management3Cmms Maintenance3Govtech Permitting3Medical Practice Management3Patient Scheduling3Production Planning3Childcare Management2Church Management2Cleaning Service Software2Farm Management2Landscaping Lawn Care2Last Mile Delivery2Legal Research2Manufacturing ERP2Plm Software2Real Estate Listings Mls2Mes Software1
Developer Tools
56 categories · 691 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 Agents12Bundlers12Blockchain Dev Tools11Changelog Tools11Design To Code11Internal Developer Platforms11Localization I18N11API Mocking10Static Site Generators10Accessibility Testing9Backend As A Service9Browser Automation Testing9CLI Frameworks9Code Review Tools9Code Search9Email Testing Dev9Embedded IOT Dev9Utilities9AI Evals Testing8Cron Scheduling8Gitops8JavaScript Tooling8Monorepo Tools8Webhooks Infrastructure8Dependency Management7Load Testing7Low Code Platforms7Regex Tools7Data Apps Internal Tools6Web Servers6Mobile App Testing5Smart Contract Tools5AR VR Development4Developer Portals4Game Engines4Background Jobs Queues3
Data & AI
63 categories · 672 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 Databases12Browser Computer Use Agents11Search Engines11AI Agent Frameworks10AI Data Extraction Agents10AI Tools10Data Governance10Data Observability10Embeddings Apis10Multi Agent Orchestration10Voice AI Agents10Agent Memory9AI Enterprise Search9Document AI9Inference Providers9Product Analytics Software9Speech To Text9Text To Speech9AI Knowledge Assistants8Computer Vision Apis8Feature Stores8NLP Apis8Streaming Analytics8AI Guardrails7AI Research Agents7Customer Data Platform7Data Catalog7Embedded Analytics7Event Tracking7Master Data Management7Data Integration6Experiment Tracking6Fine Tuning Platforms6No Code Agent Builders6Personalization Engines6Web Analytics6ML Notebooks5Recommendation Engines5Reverse ETL5Business Intelligence Smb4Translation Apis4Data Quality3OCR Tools3Session Replay3
Business Software
69 categories · 609 toolsCRM, sales, HR, finance, ERP, and operations software.
CRM Software27Billing & Invoicing Software23Legal Software19LMS & Training Software17Tax Software17Accounting Software16ATS & Recruiting Software16HRIS & Payroll Software15Payroll Software15Background Checks14Franchise Management14Contract Management13Sales Software13Expense & Procurement Software12Time Tracking12Workforce Management12Esignature11Professional Services Automation11E Discovery10Employee Engagement10FP&A Software10Resource Management10Customer Success9Employee Scheduling9IT Management Software9Leave Management9Order Management Business9Recognition Rewards9Virtual Data Rooms9Accounting Practice Management8AI Receptionists8AR Automation8Event Management8HR Analytics8OKR Tools8Partner Management PRM8Treasury Management8Volunteer Management8AI Customer Support Agents7AP Automation7Cap Table Equity7Chatbots Support7Corporate Wellness7Employee Onboarding7Procurement7Quote Management7Workflow Forms7CPQ6Document Management6ERP Software6Performance Management6Spend Management6Benefits Administration5Board Management5Business Process Management5Entity Management5Membership Management5No Code App Builders5Revenue Recognition5Audit Management4Financial Close4Grant Management4Help Desk4Vendor Management4Subscription Management3Esign Productivity2Nonprofit Management2Association Management1Bookkeeping1
Marketing & Commerce
59 categories · 515 toolsMarketing, SEO, content, social, and e-commerce platforms.
Headless CMS23CMS Software22SEO Tools13AI Sdr Sales Agents12Loyalty Programs12Product Marketing12Social Media Management Software12AI Copywriting11Brand Management11E-commerce Platforms11Email Marketing11Landing Page Builders11Marketing Automation Software11Conversation Intelligence10Digital Adoption Platforms10Lead Enrichment10Lead Generation10Marketing Attribution10Popup Optin Tools10Ppc Ad Management10QR Code Tools10Reputation Management10Video Marketing10Affiliate Marketing9Community Platforms9Customer Feedback9Event Marketing9NPS Tools9Referral Software9Sales Engagement9SMS Marketing9URL Shorteners9Webinar Platforms9Ad Creative Tools8Chatbots Marketing8Competitive Intelligence8Customer Journey Orchestration8Membership Sites8Review Management8Heatmaps Analytics7Influencer Marketing7Revenue Intelligence7Survey Tools7Ab Testing6Account Based Marketing6Customer Onboarding6Sales Enablement6Website Builders6Whatsapp Marketing6Brand Monitoring5Content Marketing Platforms5Conversion Rate Optimization5Link In Bio5Live Chat5Push Notifications Marketing5Prospecting Tools4Pr Media Monitoring3Referral Marketing3Sales Intelligence1
Infrastructure & Cloud
46 categories · 507 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 Engineering10Cost Management Finops10Distributed Tracing Tools10Secrets Management Tools10Status Pages10Wordpress Hosting10Bare Metal Hosting9GPU Cloud9CDN8Cloud Storage8Disaster Recovery8DNS Management8Edge Computing8Incident Management8Load Balancers8Managed Databases8Object Storage8Realtime Messaging Infra8Virtual Desktops VDI8Email Delivery Infrastructure7File Storage7Network Monitoring7Remote Access7Reverse Proxies7VPS Hosting7Kubernetes Management6Uptime Monitoring6On Call Management5SMS Voice Infrastructure4
Collaboration & Productivity
43 categories · 408 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 Sync10Form Builders10PDF Editors10Project Management Software10Task Management10Transcription10Browser Productivity9Remote Work Tools9Screenshot Tools9Team Chat9Appointment Scheduling8Internal Communications8Mind Mapping8Wiki Software8Clipboard Managers7Diagramming7File Sharing7Note Taking7Presentation Software7Spreadsheet Databases7Meeting Notes AI6Office Suites6Translation Software6Knowledge Base5Screen Recording4Spreadsheets4Word Processors3Forum Software2
Security & Identity
51 categories · 367 toolsApplication, cloud, and endpoint security, plus identity and access management.
Auth & Identity Software21Cloud Security Software20DevSecOps Tools16SIEM & SOAR Software12Consent Management11AI Gateway Security10Compliance Automation10IAM SSO10Password Managers10Secrets Scanning10Mobile App Security9Vendor Risk Management9Digital Forensics8Email Security8Endpoint Security Software8GRC8MFA 2FA8Network Security8Software Licensing & Protection8API Security7Attack Surface Management7Bot Management7Consumer VPN7Dark Web Monitoring7Identity Verification7WAF7Bug Bounty6CASB6DDOS Protection6Firewalls6IOT Security6MDR Services6Phishing Simulation6Data Privacy Tools5Fraud Detection5KYC AML5Passwordless Auth5Patch Management5Penetration Testing5Transaction Monitoring5Container Security4DLP4Privileged Access Management4Threat Intelligence4Vulnerability Management4Antivirus3EDR XDR3Encryption Tools3OT Security3Security Awareness Training3Data Privacy Management2
Design & Media
38 categories · 342 toolsDesign, prototyping, and creative tooling.
Animation Tools17Video Editing Software17Mockup Tools15Image Optimization14Wireframing14Digital Signage13Podcast Editing13Background Removal12Live Streaming12UI/UX & Prototyping Tools12Video Hosting12Webcam Streaming Tools12Design Systems11Subtitle Captioning11Design & Creative Software10Gif Tools10Video Collaboration Review10AI Video Generation9AI Voiceover9Design Handoff9Graphic Design9Music Production Daw8Podcast Hosting8Digital Asset Management7Motion Graphics73d Modeling6Audio Editing6Color Tools6Font Tools6Stock Music6AI Image Generation5CAD Software5Logo Makers5Vector Illustration5Icon Tools4Photo Editing3Stock Photos2Stock Video2