🗺️
Market mapping
Build and maintain a live view of the market, players, and whitespace.
For founders & startup teams
The research team you can't afford to hire.
Five agents map markets, watch competitors, synthesize customer feedback, write pitch materials, and surface growth opportunities so founders move with better signal.
Deploy my startup team →7 days free · Built for founders
Your startup intelligence team
online
🤖Market Research· Nova
working▌
🤖Competitor Monitor· Atlas
working▌
🤖Customer Insights· Leo
working▌
🤖Pitch Writer· Aria
ready🤖Growth· Rex
idleThis page sits close to /for-business in theme but remains distinct: it is about startup intelligence, not cost reduction across a generic small-business department. The promise is faster founder decision-making through research, competitor tracking, and insight synthesis.
Intelligence that moves as fast as your startup
🔭
Competitor monitoring
Track pricing, launches, hiring signals, and public moves from competing teams.
💬
Customer insight synthesis
Pull patterns from reviews, calls, tickets, and public sentiment into something actionable.
📝
Pitch and copy support
Draft investor updates, deck copy, and growth messaging from the same research base.
📈
Growth analysis
Turn metrics and market context into a shortlist of experiments worth running next.
Founder-grade intelligence, automated
1
🎯Brief the team on your startup
Share your category, stage, competitors, and current priorities.
2
📊Get recurring reports
The system compiles competitor, customer, and market signals on a repeatable cadence.
3
🚀Move faster
Use fresher signal for founder decisions instead of relying only on sparse manual research.
What you get in practice
📊
Weekly founder briefing
A compact update with competitor changes, market movements, and customer patterns.
- Competitor changes
- Customer themes
- Growth ideas
🧾
Research sprint outputs
Ask for a focused market or competitor sprint and get a structured report back quickly.
- Market snapshot
- Comparative table
- Strategic notes
🎤
Fundraising and positioning support
Reuse the same intelligence base for pitch writing, investor updates, and narrative sharpening.
- Pitch copy
- Investor updates
- Messaging angles
Proof block
A startup intelligence workflow with real product proof
Founders do not need another abstract AI pitch. These blocks show the dashboard, files, and research surfaces that make the workflow concrete.
See all active research and ops in one place
A founder workflow benefits from one place to inspect what is running and what is already finished.
Dashboard
just now
✅Tasks Done
312
+48 vs prev week
⚡Tokens Used
16.8M
↑ 8%
💰Cost
$127.40
on track
🎯Success Rate
96.1%
↑ 2.1% vs prev
⏱Avg Latency
1.6s
P95: 3.8s
🤖Active Agents
6 / 6
Nova, Rex, Atlas, Orion
Activity Timeline
Task Outcomes (7d)
MonTueWedThuFriSatSun
Done
Failed
Blocked
Activity Heatmap
MonTueWedThuFriSatSun
0h6h12h18h22h
LessMore
Agent Utilization
Nova 🔍
98
Rex 💻
77
Atlas 🧠
63
Orion 🔌
49
Aria ✍️
28
Leo 📊
14
Latency (seconds)
Nova
1.2s
Rex
2.1s
Atlas
0.8s
Orion
0.4s
Aria
3.2s
Leo
4.1s
P50
P95
P99
Token Breakdown
16.8M
total tokens
Nova31%
Rex26%
Atlas20%
Orion14%
Aria6%
Leo3%
Live Events
09:14🔍Found 3 relevant trend reports
09:13🧠Stored 847 context tokens
09:12💻test_auth.py: 5/5 passing
09:11🔌Webhook fired: POST /api/notify
09:08🔍Crawled 12 pages on techcrunch.com
09:06🧠Retrieved session context #A12
09:05💻Opened PR #42: add unit tests
Bring your own customer and market data
Upload interviews, decks, notes, and reports so the team reasons from your actual company context.
9 files·8 indexed
Search…
Drop or click to upload
readme.txt
Project Context
This workspace belongs to Jason's AI agent team.
Goal
Build and ship the OpenClaw platform — a 1-click deployment tool for Claude Code agent teams.
Active agents
- ·Nova — research & market intelligence
- ·Rex — development & code review
- ·Aria — content & copywriting
- ·Leo — data analysis & forecasting
- ·Atlas — memory & context management
- ·Orion — integrations & automation
Instructions for agents
- ·Always check this file before starting a new task.
- ·Store important findings in memory (Atlas).
- ·Prefer short, actionable outputs over long reports.
- ·Escalate blockers immediately — do not retry more than 2×.
Current priorities
- 1.Finish landing page copy (Aria)
- 2.Analyze Q2 churn data (Leo) — see q2-metrics.csv
- 3.Monitor competitor pricing (Nova) — see marketing-research.txt
Linked resources
- ·codebase-summary.txt — technical architecture overview
- ·marketing-research.txt — market analysis and recommendations
TXTready
readme.txt
3 KB · Mar 9, 2026
Agents
🔍Nova· Researcher
🧠Atlas· Memory
Recent reads
🧠Atlas indexed09:20
🔍Nova read09:21
Research assistant view for founder questions
Show how ad hoc questions and recurring research can live in the same environment.
What are the main criticisms of transformer architectures?
U
🔬
Transformers face three main challenges: (1) quadratic attention complexity 1, (2) lack of inductive bias for structure 2, and (3) data-hungry pre-training 3.
- • Complexity: O(n²) makes long sequences expensive
- • Bias: no built-in locality or hierarchy
- • Data: require billions of tokens to generalize
[1] Kitaev 2020[2] d'Ascoli 2021[3] Brown 2020
Confidence
87%
Which papers to read first?
U
🔬
Based on your knowledge base: start with Vaswani 2017 (the original), then Kitaev 2020 (Reformer) for efficiency solutions.
Ask anything about your research...
→
Important constraints
The workflow is strongest with public and uploaded data, not private competitor systems.
It accelerates research and synthesis, but founders still make the strategic call.
Quality depends on good scoping and on feeding the team your own customer context where possible.
Pricing fit
Team is the natural starting point for founders
Startup intelligence works best with several agents running together across research, writing, and analysis. Team gives you that without overbuying.
Solo
For individuals with basic tasks
$29/mo
CPU2 cores
RAM4 GB
Storage40 GB SSD
Agentsup to 3
- ✓20 specialized skills
- ✓All MCP servers
- ✓Telegram, Discord, Slack
- ✓Dashboard & analytics
- ✓File uploads (PDF, CSV, DOCX)
- ✓Email support
Popular
Team
For power users with diverse tasks
$59/mo
CPU4 cores
RAM8 GB
Storage80 GB SSD
Agentsup to 5
- ✓30 specialized skills
- ✓All MCP servers
- ✓All messenger integrations
- ✓Dashboard & analytics
- ✓File uploads
- ✓Custom domain
- ✓Priority support
Studio
For maximum performance
$99/mo
CPU8 cores
RAM16 GB
Storage160 GB SSD
Agentsup to 8
- ✓40 specialized skills
- ✓All MCP servers
- ✓All messenger integrations
- ✓Dashboard & analytics
- ✓File uploads
- ✓Custom domain
- ✓Webhooks & automations
- ✓Priority support
Studio makes sense for portfolio operators, agencies, or startup studios managing multiple companies.
Frequently asked questions
Yes. Market research, competitor mapping, and customer insight synthesis are especially valuable before you commit to product and positioning choices.
Yes. The team can support deck copy, investor updates, and narrative work based on your market and traction context.
From public sources such as websites, pricing pages, job listings, reviews, social feeds, and uploaded materials you provide.
Yes. Internal interviews, notes, research docs, and financial context all make the outputs sharper.
Related pages
Keep exploring adjacent use cases
For Business
Your AI department, without the payroll.
This page targets owners who want business output, not AI novelty. OpenClaw behaves like a compact digital department: recurring research, reporting, drafts, and internal automations all live in one managed environment that your team can actually use.
AI Research Team
Research that used to take weeks done in hours.
This page is about finished research output: synthesis, verification, reporting, and memory. It is intentionally different from general educational content about AI research because the commercial promise here is operational speed with traceable sources and reusable project context.
Related articles
Supporting reads for this buying intent
2026-03-01
What Is OpenClaw? The AI Agent Team for Non-Developers
OpenClaw is a managed platform that runs a team of specialized AI agents for you — Researcher, Developer, Writer, Analyst — through a web dashboard. No code, no servers.
2026-03-02
AI Agents for Beginners: What They Are and How to Use Them
AI agents are AI models that can take actions, use tools, and complete multi-step tasks autonomously. This beginner guide explains what agents are, how they work, and how to start using them today.
2026-03-03
The Real Cost of Self-Hosting OpenClaw (It's Not Just the VPS)
Self-hosting OpenClaw looks cheap at $6-20/month. But add setup time, ongoing maintenance, debugging hours, and SSL headaches — the true cost surprises most people.