Turn one messy brief
into finished work
Crewsmith gives small teams one shared blackboard where specialist AI agents research, draft, analyze, QA, and hand work off with BYOK pricing and direct provider billing.
Start with one of these
Crew at work
This is a live preview of how Crewsmith reads your brief and routes it to the right specialists. Sign up to run it with your own keys.
Powered by the models you trust
BYOK — Bring Your Own Keys. We never mark up model costs.
How it works
From zero to a working AI crew in four steps. No infrastructure. No config files. No PhD required.
Sign up in seconds
Create your account with GitHub or email. No credit card, no onboarding call, no friction.
Pick a crew template
Start with a pre-built crew — Content Studio, Research Lab, Code Squad — or build your own from scratch.
Add your API key
Paste your Anthropic, OpenAI, or Google key. Encrypted at rest, never stored in plaintext. Your key, your costs.
Dispatch your first task
Describe what you need and the right crew member picks it up. Watch progress in real time on the blackboard.
Meet your crew
Each crew member has a distinct role, personality, and mission. They're not generic chatbots — they're specialists.
Research Analyst
Deep-dives into markets, competitors, and trends so you don't have to.
Content Writer
Drafts blog posts, emails, and landing copy in your brand voice.
Code Engineer
Ships features, fixes bugs, and writes tests — fast and pragmatic.
Data Analyst
Turns raw numbers into insights and clear, actionable reports.
Creative Director
Guides brand identity, messaging strategy, and visual direction.
Project Manager
Coordinates tasks, tracks progress, and keeps the crew aligned.
✨ Plus unlimited custom roles — build any specialist your crew needs.
What people build with Crewsmith
One goal, multiple specialists, one deliverable. Here's what a crew can do in a single task.
Launch a product
Your Research Analyst scopes the market, Content Writer drafts the launch copy, and Code Engineer ships the landing page — all from one task.
Write a 10-post content calendar
Give your crew a topic and a target audience. They research trending angles, draft outlines, and write publish-ready posts.
Audit a codebase
Point your Code Engineer at a GitHub repo. It reads the files, identifies bugs, suggests refactors, and creates PRs with fixes.
Competitive analysis
Your Research Analyst scans the web for competitor pricing, features, and positioning. Data Analyst turns it into a comparison matrix.
Plan a go-to-market strategy
CEO orchestrates the full crew: market research, messaging, content plan, technical requirements — synthesized into one deliverable.
Due diligence on a deal
Research Analyst pulls public data, Data Analyst runs the numbers, and Project Manager compiles the final memo — in minutes, not days.
Example Workflows
See What a Crew Can Do
Multi-agent pipelines that turn hours of manual work into minutes. These are real workflows you can build in Crewsmith today.
Content Pipeline
Research trending topics & competitor gaps
Draft SEO-optimized blog posts
Edit for clarity, tone & accuracy
Support Automation
Classify & route incoming tickets
Search knowledge base for answers
Escalate complex issues to humans
Market Intelligence
Pull competitor pricing, features & positioning
Synthesize into actionable insights
Generate weekly competitive reports
Built for real workflows
Work that should not live in one chatbot tab
Crewsmith is strongest when one task needs research, writing, analysis, and handoffs across specialist agents.
Pair a Research Analyst with a Data Analyst to map competitor pricing, messaging, customer pain points, and market gaps before you ship.
Best for founder research, diligence, and launch prep.
Use a Research Analyst, Content Writer, and Editor to turn one brief into outlines, first drafts, and publish-ready content without losing context between steps.
Best for blogs, newsletters, and launch assets.
Run a Project Manager, Builder, and QA workflow so messy requests become clean execution plans, implementation tasks, and reviewed output in one place.
Best for internal ops, specs, and handoffs.
How Crewsmith Compares
We're not the only AI agent platform — but we're the only one that lets you build real teams with zero markup on AI costs.
| Feature | Crewsmith | Zapier | Relevance AI |
|---|---|---|---|
| Multi-agent collaboration | |||
| BYOK — zero API markup | |||
| Choose any AI provider | |||
| No-code setup | |||
| Shared context (blackboard) | |||
| Role-based specialization | |||
| Free tier available | Free forever | Limited | Trial only |
| 6,000+ app integrations | |||
| Pre-built agent templates | |||
| Starting price (paid) | $0 + API | $50/mo | $49/mo |
Comparison based on publicly available information as of April 2026.
Compare Crewsmith before you commit to a stack
If you are choosing between automation tools, custom GPTs, or code-first agent frameworks, start with the buyer guides below. They map each option to the kind of work it actually handles well.
Crewsmith vs Lindy AI
Use Lindy for app automation; use Crewsmith when deliverables need multiple specialist handoffs.
Read comparisonCrewsmith vs Relay.app
Use Relay for visual flows; use Crewsmith when the work needs specialist agents sharing context.
Read comparisonCrewsmith vs Gumloop
Use Gumloop for flexible automation graphs; use Crewsmith for repeatable team-style knowledge work.
Read comparisonCrewsmith vs Make
Use Make for deterministic app plumbing; use Crewsmith for open-ended multi-agent deliverables.
Read comparisonCrewsmith vs Zapier AI
Use Zapier for trigger-based automation; use Crewsmith when humans need reviewable agent teamwork.
Read comparisonCrewsmith vs Zapier vs Relevance AI
Use Zapier for app automation or Relevance for heavier AI workforces; use Crewsmith for lean specialist crews and BYOK economics.
Read comparisonCrewsmith vs n8n
Use n8n if you want to own workflow infrastructure; use Crewsmith if you want faster business execution.
Read comparisonCrewsmith vs MindStudio
Use MindStudio to package custom AI apps; use Crewsmith to run shared crew workflows with less setup.
Read comparisonCrewsmith vs Relevance AI vs Dify
Use Relevance or Dify for heavier platform work; use Crewsmith for the lean BYOK crew-builder path.
Read comparisonCrewsmith vs Cursor
Use Cursor when the job is inside the repo; use Crewsmith when the work spans research, writing, analysis, support, and implementation handoffs.
Read comparisonCrewsmith vs Flowise
Use Flowise to build AI apps and agent flows; use Crewsmith when operators need reviewed deliverables from specialist AI crews.
Read comparisonCrewsmith vs CrewAI vs AutoGen
Use frameworks when engineers own orchestration; use Crewsmith when operators need no-code execution.
Read comparisonCrewsmith vs ChatGPT Projects
Use ChatGPT Projects to organize solo AI conversations; use Crewsmith when work needs roles, handoffs, and repeatable execution.
Read comparisonCrewsmith vs Custom GPTs
Use Custom GPTs for personal chat helpers; use Crewsmith when a workflow needs multiple specialist roles.
Read comparisonCrewsmith vs Lindy vs Taskade
Use Lindy or Taskade when their native workspace fits; use Crewsmith when agent roles and BYOK control matter more.
Read comparisonCrewsmith vs Claude
Use Claude for fast single-task help; use Crewsmith when work needs distinct specialist roles and repeatable handoffs.
Read comparisonCrewsmith vs Microsoft Copilot Studio
Use Copilot Studio inside Microsoft 365; use Crewsmith when you want a simpler cross-provider AI crew for deliverables.
Read comparisonBuyer guides
Still comparing tools?
Start with the decision that actually matters: app automation, a single custom bot, a code-first framework, or a no-code AI crew built for real workflows.
Crewsmith vs Lindy AI
Compare app-connected AI employees with reusable specialist crews for repeatable knowledge work.
Use Lindy for app automation; use Crewsmith when deliverables need multiple specialist handoffs.
Read guideCrewsmith vs Relay.app
Compare AI-powered visual automation flows with reusable AI agent crews for recurring business work.
Use Relay for visual flows; use Crewsmith when the work needs specialist agents sharing context.
Read guideCrewsmith vs Gumloop
Compare node-based AI automation with no-code AI crews built around business deliverables.
Use Gumloop for flexible automation graphs; use Crewsmith for repeatable team-style knowledge work.
Read guideCrewsmith vs Make
Compare visual automation scenarios with AI agent crews that can research, draft, review, and hand off work.
Use Make for deterministic app plumbing; use Crewsmith for open-ended multi-agent deliverables.
Read guideCrewsmith vs Zapier AI
Compare Zapier AI automation with Crewsmith's shared blackboard for multi-agent workflows.
Use Zapier for trigger-based automation; use Crewsmith when humans need reviewable agent teamwork.
Read guideCrewsmith vs Zapier vs Relevance AI
Compare workflow automation, enterprise AI workforces, and Crewsmith's no-code crew model for small teams.
Use Zapier for app automation or Relevance for heavier AI workforces; use Crewsmith for lean specialist crews and BYOK economics.
Read guideCrewsmith vs n8n
Compare self-hosted automation power with Crewsmith's no-code crew builder for operators.
Use n8n if you want to own workflow infrastructure; use Crewsmith if you want faster business execution.
Read guideCrewsmith vs MindStudio
Compare flexible AI app building with Crewsmith's simpler specialist-crew model for recurring work.
Use MindStudio to package custom AI apps; use Crewsmith to run shared crew workflows with less setup.
Read guideCrewsmith vs Relevance AI vs Dify
Compare enterprise AI workforces, open-source app builders, and Crewsmith's small-team crew system.
Use Relevance or Dify for heavier platform work; use Crewsmith for the lean BYOK crew-builder path.
Read guideCrewsmith vs Cursor
Compare Cursor's editor-native coding agent with Crewsmith's reusable specialist crews for cross-functional business work.
Use Cursor when the job is inside the repo; use Crewsmith when the work spans research, writing, analysis, support, and implementation handoffs.
Read guideCrewsmith vs Flowise
Compare visual LLM app building with Crewsmith's reusable specialist-crew model for recurring work.
Use Flowise to build AI apps and agent flows; use Crewsmith when operators need reviewed deliverables from specialist AI crews.
Read guideCrewsmith vs CrewAI vs AutoGen
Compare no-code AI crews with developer-first multi-agent frameworks.
Use frameworks when engineers own orchestration; use Crewsmith when operators need no-code execution.
Read guideCrewsmith vs ChatGPT Projects
Compare project-scoped AI chat workspaces with reusable specialist agent crews.
Use ChatGPT Projects to organize solo AI conversations; use Crewsmith when work needs roles, handoffs, and repeatable execution.
Read guideCrewsmith vs Custom GPTs
Compare one-off custom chatbots with reusable specialist crews and shared work history.
Use Custom GPTs for personal chat helpers; use Crewsmith when a workflow needs multiple specialist roles.
Read guideCrewsmith vs Lindy vs Taskade
Compare assistant automation, project execution, and Crewsmith's crew-first workflow model.
Use Lindy or Taskade when their native workspace fits; use Crewsmith when agent roles and BYOK control matter more.
Read guideCrewsmith vs Claude
Compare the capable single assistant Claude with Crewsmith's reusable specialist agent crews.
Use Claude for fast single-task help; use Crewsmith when work needs distinct specialist roles and repeatable handoffs.
Read guideCrewsmith vs Microsoft Copilot Studio
Compare Microsoft's enterprise agent platform with Crewsmith's lightweight BYOK crew workspace for operators and agencies.
Use Copilot Studio inside Microsoft 365; use Crewsmith when you want a simpler cross-provider AI crew for deliverables.
Read guidePick AI agent workflows by payback, not novelty.
The fastest Crewsmith wins start with repeatable work that already costs real time: research, content briefs, client reporting, support triage, and lead qualification. Use the ROI framework before you build the crew.
Example starter crew
Content + research operations
Research, drafting, reporting, and support triage moved into agent workflows.
12 hours × $75 blended hourly rate × 4 weeks.
Best starter workflows create visible savings before a long platform rollout.
Week-one ROI calculator
Change the assumptions before you build the crew.
Monthly value
$3,600
Net monthly gain
$3,561
Payback
1 day
9,131% monthly ROI on these assumptions. Beta is free, but the economics still need to clear the bar before rollout.
Rule of thumb: if a workflow cannot save or create at least a few hours of valuable work in week one, park it. Build the crew around obvious economic pain first.
Simple pricing
Everything is free during beta. Bring your own model keys, keep direct provider billing, pay zero Crewsmith markup, and lock in Founder or Team before post-beta pricing lands.
Free
Test one crew with your own model key.
- 1 crew member
- 50 tasks / month
- Bring your own key (BYOK)
- Community support
Founder
Best for solo founders and operators.
- 10 crew members
- Unlimited tasks
- Priority dispatch
- All AI providers
- Custom personalities
- Blackboard history
Team
For agencies and small teams running shared workflows.
- 25 crew members
- Everything in Founder
- Team collaboration
- Shared blackboard
- Custom templates
- Priority support
Frequently asked questions
Everything you need to know about building your AI crew.
Get AI crew playbooks, product updates, and buyer guides
One useful email a week. No spam. Unsubscribe anytime.
Practical AI agent guides for small teams
Buyer guides, ROI workflows, and operating playbooks for teams replacing scattered AI chats with repeatable crew workflows.
Featured worksheet
AI Agent Workflow ROI Scorecard: Rank Automation Ideas Before You Build (2026)
A practical ROI scorecard for choosing AI agent workflows: score hours saved, repeatability, review risk, input quality, and payback before you build a crew.
Sep 10, 2026
AI Agent Sales Lead Ops Template: Research, Score, and Follow Up Faster (2026)
A practical sales lead ops template for AI agent crews: enrich accounts, score fit, draft personalized outreach, and hand reps a clean next action.
Read guideSep 9, 2026
AI Agent Workflow Acceptance Criteria Template: Know When an Automation Is Ready (2026)
A practical acceptance criteria template for AI agent workflows: define inputs, outputs, review rules, escalation paths, and launch checks before trusting automation.
Read guideSep 7, 2026
How to Choose the First AI Agent Workflow for Your Team (2026)
A practical selection framework for the first AI agent workflow: score repeatability, time cost, input quality, review risk, and week-one ROI before you build an AI crew.
Read guideYour AI crew is waiting.
Build it in 60 seconds.
No credit card. No sales call. Build a crew for research, content, and ops in minutes, then keep direct provider billing with BYOK.
Start Free Beta