- name
- ai-ops-outreach
- version
- 1.0.0
- description
- Generate personalized cold outreach messages for AI Operations clients. Based on Reddit research showing "AI ops managed services" is more valuable than "AI agent building.
- tags
- [outreach, sales, ai-ops, cold-email, client-acquisition]
- triggers
- ["find ai ops clients", "cold outreach for AI agent services", "AI operations managed services"]
AI Ops Client Outreach Generator
"Not 'I will build you an agent.' Instead: 'I will run your AI operations so you never have to think about it.'" — Reddit r/Entrepreneur
Core Positioning
The problem with "I build AI agents":
- One-time project, race to the bottom
- Client gets tool they have to manage themselves
- No recurring revenue for you
The AI Ops model:
- You OWN the client's AI operations
- They pay monthly for outcomes, not tools
- You fix it when it breaks, update it when context changes
- Recurring revenue, compounding relationships
Who to Target
Tier 1 — Solo Founders / Indie Hackers
- Have side projects, no time to manage them
- Want "cofounder who works 24/7"
- Pain: tasks pile up, nothing gets done consistently
- Budget: $200-500/month
- Where to find: Twitter/X, Indie Hackers, Product Hunt
Tier 2 — Small Agencies
- Need automation but no technical cofounder
- Pain: repetitive tasks eating billable hours
- Budget: $500-1,500/month
- Where to find: LinkedIn, agency forums, cold outreach
Tier 3 — Consultants / Professionals
- Generate reports, do research, manage clients
- Pain: research and reporting eats all their time
- Budget: $500-2,000/month
- Where to find: LinkedIn, industry communities
Outreach Message Framework
Subject Line Options
- Your AI operations, handled
- [Name], I run AI agents for [their industry] owners
- Stop doing [task] manually — I automate it
- The "AI cofounder" setup for solo foundersBody Template (3 variants)
Variant A — Pain-Led
Subject: Stop spending [X] hours/week on [painful task]
Hi [Name],
You're probably spending too much time on [task].
I run AI operations for [type of person] — which means I handle the [task category] so you don't have to think about it.
Most people I work with were doing [specific thing] manually. After 30 days, they get [specific outcome].
No setup fees. $300/month. Cancel anytime.
Worth a 15-min call?Variant B — Social Proof Led
Subject: The AI ops setup that saved [similar person] 20 hrs/week
Hi [Name],
I manage AI operations for [type of business].
One client — a solo founder like you — was spending every Sunday on content. Now AI handles it while she sleeps. Her only job: review what AI produced.
I'm looking for 2 more clients to onboard this month.
Is that interesting?Variant C — Direct
Subject: AI operations manager available
Hi [Name],
I manage AI agents for [their industry] businesses. My job is to make sure your AI never stops working, never goes off-script, and keeps producing.
$300/month, no contract. I handle everything.
Interested?Customization Per Client Type
Solo Founder
- Lead with "cofounder" framing
- Pain points: content, social media, lead research, admin tasks
- Price: $200-500/month
Agency Owner
- Lead with "automate your repetitive work"
- Pain points: client reporting, lead follow-up, data aggregation
- Price: $500-1,500/month
Consultant
- Lead with "research and reports on autopilot"
- Pain points: due diligence, market research, competitive analysis
- Price: $500-2,000/month
E-commerce Operator
- Lead with "never manually check [competitor X] again"
- Pain points: inventory, competitor pricing, customer reviews
- Price: $300-800/month
Discovery Questions (For Call)
When they respond, qualify with:
- "What are you spending the most time on that feels repetitive?"
- "What tools don't talk to each other that should?"
- "If you had 10 more hours a week, what would you do with them?"
- "What's preventing you from [their stated goal]?"
Follow-Up Sequence
After initial message, follow this sequence:
| Day | Action |
|---|---|
| Day 1 | Initial message |
| Day 3 | Follow-up: "Did you see this?" |
| Day 7 | Value-add: share relevant article/insight |
| Day 14 | Final: "Worth revisiting?" |
Output
Generate 3 variants of:
- Subject line
- Opening hook
- Body (2-3 paragraphs)
- CTA
All personalized to the specific client type and their known pain points.
Scripts
/scripts/generate_outreach.py
Run: python3 scripts/generate_outreach.py --client solo_founder --pain "content creation"
Generates a complete outreach message for the specified client type.
Security Notes
- Never include API keys or tokens in messages
- Use environment variables for credentials
- Verify email addresses before sending