The full taxonomy

Every category we rank

50 service specializations, 138 software categories and 75 industries. Every one is a real page — pick the exact thing you need, not a vague bucket.

Services

Development

Web, mobile, software, AI and emerging tech engineering. · 9 categories

AI DevelopmentMachine learning, computer vision, predictive models, data science and MLOps.Blockchain Development Custom Software DevelopmentBespoke business applications built from scratch for a single client.E-commerce Development Game & AR/VR Development Mobile App Development SaaS Development Web Development WordPress Development

Design & Creative

Brand identity, product design, video and content production. · 8 categories

Branding & Identity Copywriting & Content Writing Graphic Design Packaging & Print Design Photography UI/UX & Product Design Video & Animation Web DesignVisual design and layout of websites and landing pages.

Marketing

Growth, demand generation, organic search and content. · 8 categories

Content Marketing Digital MarketingFull-service multi-channel digital marketing.Ecommerce & Marketplace Marketing Email Marketing & Automation Lead Generation PPC & Paid Search SEOOrganic search: technical SEO, on-page, content and link building.Social Media & Influencer Marketing

Advertising

Paid media, creative campaigns, PR and experiential. · 5 categories

AdvertisingFull-service advertising agencies across paid channels.Display & Programmatic Advertising Media Buying & Planning Online Reputation Management Public Relations & Digital PR

IT Services

Infrastructure, security, cloud, data and QA. · 8 categories

Cloud & DevOps CybersecuritySecurity programs, monitoring, incident response and SOC services.Data & Analytics ERP & CRM Consulting IT Consulting IT Staff Augmentation Managed IT Services Software TestingManual and automated QA, test automation, performance and regression testing.

Business Services

Consulting, finance, HR, outsourcing and back-office. · 12 categories

Accounting & Payroll BPOOutsourced back-office processes and operations.Business ConsultingGeneral operational and business improvement consulting.Closed Captioning ServicesClosed captioning, subtitling, audio description, transcription and video accessibility compliance for media, education and enterprise.Corporate Training HR Services Keynote SpeakingKeynote presenters for conferences, summits and company offsites.Legal Services Market Research Public SpeakingProfessional speakers for corporate events, conferences and panels.Recruiting Translation Services

Software

AI & Machine Learning

Agents, generative AI and ML platforms. · 10 categories

No-Code AI Agent Builders AI Chatbots AI Writing Assistants AI Coding Assistants AI Image Generators AI Meeting Assistants Generative AI MLOps Platforms AI Governance Tools AI Agent Observability & Evals

Marketing

Automation, email, SEO and demand gen. · 10 categories

Marketing Automation Email Marketing Content Marketing SEO & Discoverability Account-Based Marketing (ABM)Conversion & Landing Pages Influencer Marketing Demand Generation Headless CMS Competitive Intelligence

Sales & CRM

CRM, CPQ, lead gen and sales intelligence. · 10 categories

CRM Software CPQ & Quoting Lead Generation Conversation Intelligence Contract Lifecycle Management (CLM)Proposal Software Digital Sales Room Presales Partner Relationship Mgmt (PRM)Field Sales

Customer Service & CX

Help desk, live chat and success tools. · 10 categories

Help Desk Live Chat Contact Center Knowledge Base Customer Success Customer Self-Service Customer Service Automation Experience Management Loyalty Management Online Appointment Scheduling

Analytics & Data

BI, CDPs, pipelines and data governance. · 10 categories

Business Intelligence (BI)Analytics Platforms Customer Data Platforms (CDP)Data Integration Tools Big Data Analytics Data Governance Tools Customer & Journey Analytics Content Analytics Audience Intelligence Data Fabric

Development & DevOps

APIs, testing, CI/CD and low-code. · 9 categories

Application Development Platforms API Tools Testing & QA ALM Software Continuous Delivery Low-Code / App Builders Blockchain Platforms 3D Modeling Augmented Reality Dev

IT & Infrastructure

Cloud, storage, monitoring and hosting. · 10 categories

Cloud PaaS Cloud Management App Performance Monitoring (APM)Backup & Storage Content Delivery Network (CDN)Endpoint Management Business VPN Digital Adoption Platforms Configuration Management Hosting & Domains

Security & Compliance

Endpoint, cloud, identity and compliance. · 10 categories

Endpoint Protection Cloud Security Application & API Security Data Security Identity & Access (CIAM)Attack Surface Management Audit Management Data Privacy Management Disaster Recovery Digital Forensics

Finance & Accounting

Accounting, ERP, AP/AR and billing. · 10 categories

Accounting Software ERP Systems AP & AR Billing Software Budgeting & Forecasting Corporate Tax Payment & Processing Loan Management Carbon Accounting Crypto Accounting

HR & Talent

ATS, payroll, benefits and performance. · 10 categories

Applicant Tracking & Hiring Benefits Administration Background Check Absence Management Assessment Software Career Management Pay Equity OKR Software Job Board Freelancer Management

Operations & Productivity

Projects, collaboration and workflow. · 9 categories

Project Management Task Management Team Collaboration Document Management Workflow & Process Automation Knowledge Management Resource Management Vendor Management Office Suites

Supply Chain & Logistics

SCM, warehouse, inventory and freight. · 10 categories

Supply Chain Management Supply Chain Planning Warehouse Management Inventory Management Demand Planning Last Mile Delivery Global Trade Management Asset Tracking Order Management Strategic Sourcing

Commerce & E-Commerce

Storefronts, payments, POS and PIM. · 10 categories

E-Commerce Platforms Payment Gateways POS Software Product Information Management (PIM)Marketplace Software Live Commerce Subscription & Billing E-Commerce Search Cross-Border E-Commerce Drop Shipping

Design & Creative

Design, DAM, video and prototyping. · 9 categories

Graphic Design Digital Asset Management Video Editing Photo Editing Prototyping Diagramming Creative Management Platforms Presentation Software Design Systems

Uncategorized

Products awaiting a category review. · 1 categories

Uncategorized

Industries

Health & Wellness

Partners who ship in regulated, patient-facing environments. · 13 industries

Healthcare Medical Devices Pharmaceuticals Biotechnology Mental Health Fitness & Wellness Telemedicine Dental Skin Chiropractic Funeral & Mortuary Services Pet & Veterinary Otolaryngology (ENT)

Finance & Insurance

Teams with compliance, security and money-movement experience. · 8 industries

Banking Fintech Insurance Investment & Wealth Management Accounting & Tax Lending Payments Crypto & Blockchain

Legal & Professional Services

Specialists in high-trust, credibility-driven service businesses. · 6 industries

Legal Services Legal Tech Management Consulting HR & Recruiting Business Services Marketing & Advertising Firms

Technology & Software

Product, platform and infrastructure work for technology companies. · 8 industries

SaaS IT Services Cybersecurity Artificial Intelligence Cloud & DevOps Telecommunications Hardware & Electronics Data & Analytics

Retail & eCommerce

Conversion-led partners for storefronts, brands and marketplaces. · 9 industries

eCommerce Retail Consumer Goods Fashion & Apparel Beauty & Cosmetics Food & Beverage Marketplaces Jewelry Home Textiles

Real Estate & Construction

Lead-generation and build partners for the property economy. · 11 industries

Real Estate PropTech Construction Architecture Interior Design Facilities Management Home Improvement Deck Building & Repair Services Fencing Services Office Space & Workspace Rentals Cleaning & Exterior Cleaning Services

Education & Public Sector

Mission-driven work for schools, nonprofits and government. · 6 industries

Education EdTech Higher Education Nonprofit Government Associations

Manufacturing & Industrial

Operators who understand plants, fleets, grids and supply chains. · 7 industries

Manufacturing Automotive Aerospace & Defense Energy & Utilities Logistics & Supply Chain Agriculture Chemicals

Media, Travel & Entertainment

Audience growth for brands that live on attention. · 7 industries

Media & Publishing Entertainment Gaming Music Sports Travel & Hospitality Events

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