Ai Ops Outreach

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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"]

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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 founders

Body 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:

1. "What are you spending the most time on that feels repetitive?" 2. "What tools don't talk to each other that should?" 3. "If you had 10 more hours a week, what would you do with them?" 4. "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: 1. Subject line 2. Opening hook 3. Body (2-3 paragraphs) 4. 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