Workflow Automation AI Tools Five-Dimension Score Matrix
57 Workflow Automation AI tools scored on quality, features, usability, performance and value, plus the overall AirecMark score. Row order: score.overall desc. Scores as of 2026-09-17.
57 tools listed
Scores as of 2026-09-17 • AirecMark archive dataFathom
Free-unlimited AI notetaker with CRM sync and coaching
n8n
Fair-code workflow automation with native AI nodes — self-hostable, unlimited users on every cloud plan
Make
Visual automation with 2,000+ app integrations
Zapier
Automation orchestrator for 6k+ apps
Fireflies.ai
AI meeting assistant for transcription, recaps and knowledge
Activepieces
Open-source automation with agents, tables and MCP
Airtable AI
AI credits woven through Airtable bases, interfaces and automations
Langflow
Low-code visual builder for AI agents and RAG apps (153k GitHub stars)
Dify
Open source LLM app platform: agents, RAG pipelines and workflows
Pabbly Connect
Low-cost workflow automation with unlimited internal tasks
ClickUp Brain
AI layer across ClickUp tasks, docs and knowledge
Gumloop
AI agent platform that connects across your tools and executes tasks end-to-end
Reclaim.ai
AI scheduling agents for focus time, habits and meetings
Zoho Flow
App integration and workflow automation inside the Zoho ecosystem
Gemini AI natively bundled across Gmail, Docs and Meet
AI assistant woven through Word, Excel, Teams and Outlook
Lindy
AI employees (agents) that automate workflows from your browser, email and meetings
Taskade
AI workspace with agents, projects and automations
Ramp
Corporate finance automation with free cards
Asana AI
AI teammates, AI Studio agents and Dash inside Asana
Granola
AI meeting notes taken from your mac without a meeting bot
tl;dv
Meeting recorder with unlimited free transcripts and AI summaries
Superhuman
AI email and productivity suite (Grammarly rebranded as Superhuman)
Botsonic
Custom AI chatbots trained on your data (by Writesonic)
Pipedream
Developer workflow automation with code-level control
HubSpot Breeze
HubSpot's AI layer: agents, assistant and CRM intelligence
Notta
Bilingual meeting transcription with AI summaries
Copilot Studio
Microsoft's platform for building and governing custom AI agents
Voiceflow
Platform for designing, building and deploying AI chat and voice agents
Motion
AI project manager that auto-schedules tasks and calendars
Agentforce
Salesforce's enterprise AI agent platform on CRM data
Workato
Enterprise iPaaS with AI agents, priced by workflows used
Avoma
Meeting assistant with conversation and revenue intelligence
Bardeen
AI browser automation with scrapers and enrichment
Shortwave
AI email assistant with tiered intelligence and search
Albato
Low-code integration automation with AI agents
Mem
AI chief-of-staff notes app with an agent that acts
Glean
Enterprise AI search and assistant over company knowledge
Nanonets
Document AI with OCR and workflow automation
Browse AI
Web scraping and monitoring robots without code
Expensify
Expense management with travel and chat
Relay
Human-in-the-loop workflow automation
IFTTT
Consumer-grade automation across 1,000+ services
Flowise
Visual LLM orchestration (open source)
Monica
Browser AI assistant with multi-model chat and agents
Relevance AI
AI workforce platform with enterprise agents and governance
Sider
Browser sidebar AI with multi-model chat and deep research
Dext
Financial document capture and expense automation
Axiom.ai
No-code browser RPA with custom JS support
Tray.ai
Enterprise AI automation platform with Merlin agents
Rossum
AI invoice and document processing platform
Octoparse
Visual web scraping with anti-blocking
Ironclad
Contract lifecycle management with AI
Gong
Revenue intelligence and conversation analysis
Harvey
Legal AI assistant for elite law firms
Spellbook
Legal contract AI drafting in Word
Simplescraper
Browser scraping extension with cloud API
Five-dimension score matrix
| # | Tool | Overall | Quality | Features | Usability | Performance | Value |
|---|---|---|---|---|---|---|---|
| #1 | Fathom | 86.1 | 86 | 80 | 92 | 86 | 88 |
| #2 | n8n | 84.8 | 84 | 90 | 76 | 84 | 88 |
| #3 | Make | 84.7 | 85 | 88 | 76 | 84 | 88 |
| #4 | Zapier | 84.3 | 86 | 90 | 88 | 82 | 76 |
| #5 | Fireflies.ai | 83.8 | 84 | 82 | 88 | 84 | 82 |
| #6 | Activepieces | 83.5 | 82 | 84 | 84 | 80 | 88 |
| #7 | Airtable AI | 82.2 | 82 | 86 | 86 | 84 | 74 |
| #8 | Langflow | 82.2 | 83 | 84 | 76 | 78 | 88 |
| #9 | Dify | 82 | 84 | 86 | 76 | 78 | 84 |
| #10 | Pabbly Connect | 81.4 | 78 | 82 | 82 | 78 | 88 |
| #11 | ClickUp Brain | 81.1 | 80 | 84 | 82 | 80 | 80 |
| #12 | Gumloop | 80.9 | 82 | 84 | 80 | 80 | 78 |
| #13 | Reclaim.ai | 80.9 | 80 | 78 | 86 | 82 | 80 |
| #14 | Zoho Flow | 80.9 | 80 | 82 | 78 | 80 | 84 |
| #15 | Google Workspace Gemini | 80.8 | 82 | 82 | 82 | 80 | 78 |
| #16 | Microsoft 365 Copilot | 80.8 | 82 | 84 | 82 | 80 | 76 |
| #17 | Lindy | 80.7 | 82 | 82 | 84 | 80 | 76 |
| #18 | Taskade | 80.5 | 78 | 80 | 84 | 78 | 84 |
| #19 | Ramp | 80.4 | 78 | 80 | 78 | 78 | 88 |
| #20 | Asana AI | 80.2 | 80 | 84 | 84 | 80 | 74 |
| #21 | Granola | 80.2 | 82 | 76 | 86 | 82 | 76 |
| #22 | tl;dv | 80.1 | 80 | 78 | 86 | 80 | 78 |
| #23 | Superhuman | 79.9 | 82 | 80 | 84 | 80 | 74 |
| #24 | Botsonic | 79.7 | 81 | 78 | 84 | 78 | 78 |
| #25 | Pipedream | 79.6 | 82 | 80 | 82 | 80 | 74 |
| #26 | HubSpot Breeze | 79.5 | 84 | 86 | 78 | 78 | 70 |
| #27 | Notta | 79.3 | 78 | 76 | 84 | 80 | 80 |
| #28 | Copilot Studio | 79.1 | 85 | 86 | 76 | 78 | 68 |
| #29 | Voiceflow | 78.6 | 83 | 84 | 76 | 78 | 70 |
| #30 | Motion | 78.4 | 82 | 82 | 82 | 80 | 66 |
| #31 | Agentforce | 77.9 | 86 | 88 | 72 | 76 | 64 |
| #32 | Workato | 77.9 | 84 | 84 | 78 | 80 | 62 |
| #33 | Avoma | 77.6 | 80 | 80 | 80 | 78 | 70 |
| #34 | Bardeen | 77.5 | 78 | 76 | 80 | 78 | 76 |
| #35 | Shortwave | 77.5 | 80 | 78 | 82 | 80 | 68 |
| #36 | Albato | 77.3 | 76 | 74 | 82 | 76 | 80 |
| #37 | Mem | 77.3 | 76 | 76 | 82 | 78 | 76 |
| #38 | Glean | 77 | 82 | 82 | 78 | 80 | 62 |
| #39 | Nanonets | 76.5 | 78 | 78 | 76 | 78 | 72 |
| #40 | Browse AI | 76.3 | 76 | 78 | 78 | 76 | 74 |
| #41 | Expensify | 76.3 | 76 | 76 | 78 | 76 | 76 |
| #42 | Relay | 76.3 | 76 | 76 | 78 | 76 | 76 |
| #43 | IFTTT | 76.1 | 70 | 70 | 84 | 76 | 84 |
| #44 | Flowise | 76 | 74 | 76 | 74 | 74 | 82 |
| #45 | Monica | 75.8 | 76 | 76 | 80 | 76 | 72 |
| #46 | Relevance AI | 75.8 | 80 | 80 | 76 | 78 | 64 |
| #47 | Sider | 75.4 | 76 | 74 | 80 | 76 | 72 |
| #48 | Dext | 75.1 | 76 | 76 | 78 | 76 | 70 |
| #49 | Axiom.ai | 75 | 74 | 76 | 78 | 74 | 74 |
| #50 | Tray.ai | 75 | 80 | 80 | 76 | 78 | 60 |
| #51 | Rossum | 74.9 | 78 | 78 | 76 | 78 | 64 |
| #52 | Octoparse | 74.7 | 74 | 76 | 76 | 76 | 72 |
| #53 | Ironclad | 74.2 | 78 | 80 | 74 | 76 | 62 |
| #54 | Gong | 74.1 | 78 | 80 | 76 | 76 | 60 |
| #55 | Harvey | 74 | 80 | 80 | 72 | 78 | 58 |
| #56 | Spellbook | 74 | 76 | 76 | 76 | 76 | 66 |
| #57 | Simplescraper | 73.6 | 70 | 72 | 78 | 74 | 76 |