🤖 AI Automation Agency Builder — Launch a $10K/Month Automation Agency in 30 Days
📋 ClawHub Info
Slug: ai-automation-agency-builder
Display Name: AI Automation Agency Builder — Launch a $10K/Month Automation Agency in 30 Days
Changelog: v1.0.0 — Scrapes LinkedIn, Google Maps and job boards to find businesses drowning in manual work, scores each lead by automation ROI potential, identifies the exact workflows wasting their time, generates a personalized automation audit report per prospect, builds a complete agency service menu with pricing, and produces a client pitch video via InVideo AI. Launch an automation agency with zero cold outreach resistance. Powered by Apify + InVideo AI + Claude AI.
Tags: automation agency make zapier n8n apify invideo no-code workflow b2b lead-generation passive-income
Category: Agency Building / Automation Business
Powered by: Apify + InVideo AI + Claude AI
Input your target niche. Get a complete automation agency launch kit — businesses identified that are drowning in manual work, their exact time-wasting workflows detected, a personalized automation audit delivered before the first call, your agency service menu priced, and a client pitch video produced. The easiest agency to sell: you show up with their problem already solved.
💥 Why This Will Be The #1 Skill on ClawHub
Web Automation is already the #1 most-viewed skill on ClawHub with 758 views. This skill takes that demand and turns it into a complete business model.
Automation agencies are the fastest-growing service business of 2026. Every company with 5+ employees has workflows that waste 10-20 hours per week. The market is infinite. The service sells itself when you show up with a specific audit.
The magic: instead of cold pitching "we do automation", this skill lets you walk in with a pre-built audit saying "we found 3 workflows wasting your team 14 hours/week — here's exactly what we'd automate and how much time you'd get back."
Target audience: Freelancers wanting to launch an agency, developers going independent, no-code builders, Make/Zapier/n8n specialists, anyone who wants a service business that scales.
What gets automated:
- 🔍 Find businesses actively drowning in manual work — hiring signals + job descriptions reveal everything
- 🕵️ Detect exact workflows wasting their time — from job posts, reviews, and LinkedIn posts
- 📊 Calculate automation ROI — hours saved × hourly cost = exact monthly savings
- ✍️ Generate personalized automation audit — their specific workflows, your specific solutions
- 💰 Build agency service menu with pricing — retainer, project, and productized options
- 🎬 Produce client pitch video via InVideo AI
🛠️ Tools Used
| Tool | Purpose |
|---|
| Apify — LinkedIn Jobs Scraper | Companies hiring for manual work = automation opportunity |
| Apify — LinkedIn Company Scraper | Company size, industry, growth signals |
| Apify — Google Maps Scraper | Local SMBs drowning in admin work |
| Apify — Glassdoor Scraper | Employee reviews mentioning manual work + repetitive tasks |
| Apify — Website Content Crawler | Tech stack detection — what tools do they already use? |
| Apify — Reddit Scraper | r/smallbusiness automation pain points |
| InVideo AI | Produce personalized client pitch video |
| Claude AI | Workflow detection, ROI calculation, audit generation, pricing |
⚙️ The Automation Opportunity Detection System
HOW TO FIND BUSINESSES THAT NEED AUTOMATION:
🔍 SIGNAL 1 — Job Posting Analysis
└─ Hiring "Data Entry Specialist" = manual data work begging to be automated
└─ Hiring "Admin Assistant" = repetitive workflows = automation goldmine
└─ Hiring "Operations Coordinator" = process chaos = high ROI automation
└─ Multiple of these roles = significant budget + significant pain
💬 SIGNAL 2 — Glassdoor Review Mining
└─ "Lots of copy-pasting between systems" = integration automation
└─ "Everything is manual, nothing talks to each other" = Zapier/Make heaven
└─ "We use spreadsheets for everything" = database + automation opportunity
🌐 SIGNAL 3 — Tech Stack Detection
└─ Using 5+ disconnected SaaS tools = integration opportunity
└─ CRM + Email + Spreadsheet + Invoicing all separate = glue automation
└─ No automation tool detected (no Zapier/Make/n8n) = first-mover opportunity
📊 SIGNAL 4 — Company Size Sweet Spot
└─ 10-50 employees = enough volume to justify automation, not big enough to have IT
└─ Growing fast (hiring surge) = processes breaking under scale = urgent need
└─ Agency, consultancy, real estate, e-commerce = highest automation ROI niches
⚙️ Full Workflow
INPUT: Target niche + your automation skills (Make/Zapier/n8n/custom)
↓
STEP 1 — Prospect Discovery
└─ LinkedIn Jobs: companies hiring for manual/admin roles in niche
└─ Google Maps: local businesses in high-automation-ROI categories
└─ Glassdoor: companies with manual work complaints in reviews
↓
STEP 2 — Automation Signal Detection
└─ Job description text mining: manual work keywords
└─ Tech stack detection: disconnected tools = integration need
└─ Company size + growth rate: sweet spot detection
↓
STEP 3 — Workflow Identification
└─ Based on industry + tech stack + signals: map likely workflows
└─ Estimate: hours/week wasted per workflow
└─ Prioritize: highest ROI workflows for the pitch
↓
STEP 4 — ROI Calculation
└─ Hours saved/month × average hourly cost ($35-85 depending on role)
└─ Monthly savings = your anchor for pricing
└─ Rule: charge 20-30% of monthly savings as retainer
↓
STEP 5 — Personalized Automation Audit
└─ 3-5 specific workflows identified for THIS company
└─ For each: current state → automated state → time saved → $ saved
└─ Tools required: Make/Zapier/n8n/custom — with complexity estimate
↓
STEP 6 — Agency Service Menu
└─ Quick Win: one automation, fixed price $500-1,500
└─ Automation Stack: 3-5 automations, $2,000-5,000
└─ Monthly Retainer: ongoing automation + maintenance, $1,000-3,000/month
└─ Full Transformation: complete workflow overhaul, $5,000-15,000
↓
STEP 7 — Claude AI Writes Personalized Pitch
└─ Opens with THEIR specific manual workflows identified
└─ Shows ROI math — "your team spends X hours/month on this"
└─ Proposes specific automation + price + timeline
↓
STEP 8 — InVideo AI Produces Pitch Video
└─ "Here's what I found about your workflows" video
└─ Screen-share style: shows the audit before the call
└─ Converts 5x better than text-only proposals
↓
OUTPUT: Prospect list + ROI calculations + personalized audits + pitch videos + agency menu
📥 Inputs
{
"agency": {
"name": "AutoFlow Agency",
"founder": "Jordan Kim",
"skills": ["Make (Integromat)", "Zapier", "Airtable", "Google Workspace"],
"niche_preference": "real estate agencies and property management",
"monthly_revenue_target": 10000
},
"prospect_criteria": {
"company_size": "5-50 employees",
"industries": ["real estate", "property management", "mortgage brokers"],
"locations": ["United States", "United Kingdom"],
"automation_signals": ["data entry roles", "admin coordinator", "operations", "no automation tool detected"]
},
"service_preferences": {
"preferred_model": "monthly retainer",
"min_project_size": 1500,
"max_clients_simultaneously": 8
},
"production": {
"invideo_api_key": "YOUR_INVIDEO_API_KEY",
"video_style": "screen_share_audit_style"
},
"apify_token": "YOUR_APIFY_TOKEN"
}
📤 Output Example
{
"market_scan": {
"prospects_found": 34,
"high_automation_roi": 12,
"medium_roi": 15,
"low_priority": 7,
"total_estimated_monthly_savings_across_top_12": "$187,000/month",
"agency_monthly_revenue_at_20pct_of_savings": "$37,400 potential from 12 clients"
},
"top_prospects": [
{
"rank": 1,
"automation_roi_score": 96,
"urgency": "🔴 HIGH — Currently hiring for roles automation would replace",
"company": {
"name": "Meridian Property Group",
"website": "meridianproperty.com",
"industry": "Property Management",
"size": "28 employees",
"location": "Dallas, TX"
},
"automation_signals_detected": [
"Currently hiring 'Property Admin Coordinator' — $42,000/year salary",
"Job description mentions: 'data entry between AppFolio and QuickBooks', 'manual lease renewal reminders', 'spreadsheet maintenance'",
"Tech stack: AppFolio + QuickBooks + Gmail + Excel — 4 disconnected tools",
"No Zapier/Make detected on website or job posts",
"Glassdoor review (3 months ago): 'Everything is done manually, lots of copy-paste between systems'"
],
"workflows_identified": [
{
"workflow": "New tenant onboarding",
"current_state": "Manual: data entered into AppFolio, then manually copied to QuickBooks, then welcome email sent manually",
"automated_state": "AppFolio trigger → auto-sync to QuickBooks → automated welcome email sequence → task created for property manager",
"time_saved_per_month": "14 hours",
"hourly_cost_of_role": "$22/hour",
"monthly_savings": "$308",
"tool": "Make (Integromat)",
"build_time": "4-6 hours"
},
{
"workflow": "Lease renewal reminders",
"current_state": "Manually checking lease end dates weekly, sending individual reminder emails",
"automated_state": "Automated 90/60/30-day reminder sequence triggered by AppFolio lease dates",
"time_saved_per_month": "8 hours",
"monthly_savings": "$176",
"tool": "Make + Gmail",
"build_time": "2-3 hours"
},
{
"workflow": "Maintenance request tracking",
"current_state": "Emails forwarded manually to spreadsheet, status updated manually",
"automated_state": "Email parsed → Airtable ticket created → contractor notified → status updates automated",
"time_saved_per_month": "18 hours",
"monthly_savings": "$396",
"tool": "Make + Airtable",
"build_time": "6-8 hours"
}
],
"total_roi": {
"total_hours_saved_per_month": 40,
"total_monthly_savings": "$880",
"vs_hiring_admin_coordinator": "$3,500/month salary — automation saves them 75%",
"your_recommended_price": "$1,200/month retainer (37% less than hiring, 2x the output)"
},
"decision_maker": {
"name": "Rachel Torres",
"title": "Operations Director",
"email": "r.torres@meridianproperty.com",
"linkedin": "linkedin.com/in/rachel-torres-meridian"
},
"personalized_audit": {
"subject": "Meridian Property Group — I found 40 hours/month your team is losing to manual work",
"email_body": "Hi Rachel,\n\nI noticed Meridian is hiring a Property Admin Coordinator — and I looked at what that role would actually do day-to-day.\n\nThree workflows caught my attention:\n\n→ Tenant onboarding: AppFolio to QuickBooks data entry (manual)\n→ Lease renewals: manually checking and sending reminders weekly\n→ Maintenance tracking: email to spreadsheet by hand\n\nCombined, this is roughly 40 hours/month of manual work — at your team's hourly rate, that's $880/month in labor cost.\n\nI can automate all three with Make in about 15 hours of build time. Your team never touches these workflows again.\n\nInstead of a $42K admin hire, you'd pay $1,200/month and get automation that works 24/7 and doesn't call in sick.\n\nI made a 3-minute walkthrough video of exactly what I'm proposing: [InVideo link]\n\nWorth a 20-minute call this week?\n\nJordan Kim | AutoFlow Agency"
},
"pitch_video_script": "Rachel — I spent an hour looking at Meridian Property Group's workflows before reaching out. Here's what I found. Your team is manually copying data between AppFolio and QuickBooks every time a new tenant onboards. They're manually checking lease dates and sending renewal reminders. And maintenance requests are going from email to spreadsheet by hand. I calculated it: 40 hours per month. That's the admin coordinator role you're currently hiring for. Instead — I can automate all three of these workflows with Make for $1,200 a month. Less than a third of that hire. And it runs itself. Here's exactly how it works.",
"video_status": "produced"
}
],
"agency_service_menu": {
"quick_win": {
"name": "Automation Quick Win",
"price": "$997",
"deliverable": "1 workflow automated end-to-end",
"timeline": "5 business days",
"best_for": "First project with new client — prove value fast"
},
"automation_stack": {
"name": "Automation Stack",
"price": "$3,500",
"deliverable": "3-5 core workflows automated + documentation",
"timeline": "2-3 weeks"
},
"monthly_retainer": {
"name": "Automation Retainer",
"price": "$1,200–$2,500/month",
"deliverable": "Ongoing automation builds + maintenance + new workflow requests",
"best_for": "Growing companies whose workflows keep changing"
},
"full_transformation": {
"name": "Full Automation Transformation",
"price": "$8,000–$15,000",
"deliverable": "Complete workflow audit + all automations built + team training",
"timeline": "6-8 weeks"
}
},
"30_day_launch_plan": {
"week_1": "Send personalized audits to top 5 prospects. Each audit = specific workflows + ROI math + video.",
"week_2": "Follow up. Close first Quick Win client ($997). Build it in 3 days. Over-deliver.",
"week_3": "Upsell first client to retainer. Pitch next 5 prospects with case study from week 2.",
"week_4": "3 clients on retainer = $3,600/month. Referral outreach from first client.",
"month_2_target": "$7,200/month (6 retainer clients)",
"month_3_target": "$10,800/month (8 retainer clients + 1 transformation project)"
}
}
🧠 Claude AI Master Prompt
You are a world-class automation consultant and agency business strategist.
PROSPECT DATA: {{linkedin_glassdoor_job_posting_data}}
TECH STACK DATA: {{tools_detected_on_company_websites}}
WORKFLOW SIGNALS: {{job_description_manual_work_keywords}}
YOUR AGENCY:
- Skills: {{automation_tools}}
- Niche: {{target_niche}}
- Monthly target: ${{revenue_target}}
FOR EACH PROSPECT GENERATE:
1. Automation ROI score (0–100):
- Manual work signals (35%): job postings + glassdoor mentions
- Tech stack fragmentation (25%): disconnected tools count
- Company size sweet spot (20%): 10-50 employees = ideal
- Budget signals (20%): growth rate + current spend signals
2. Workflows identified (3-5 per company):
- Current state (specific, not generic)
- Automated state (tools + flow)
- Hours saved per month
- Monthly $ savings (hours × hourly role cost)
3. ROI summary:
- Total hours saved + total $ saved
- Your recommended price (20-30% of savings)
- vs. hiring alternative (always wins)
4. Personalized audit email:
- Subject: "[Company] — I found X hours/month your team is losing"
- Opens with SPECIFIC workflows found in their job posts/reviews
- Shows ROI math
- Proposes specific price
- Max 200 words
5. 60-second pitch video script:
- Open with their name + specific workflow you found
- Show the math in 30 seconds
- Close with the offer
6. Agency service menu (4 tiers):
- Quick Win ($997)
- Stack ($3,500)
- Retainer ($1,200-2,500/month)
- Transformation ($8K-15K)
7. 30-day launch calendar
AUTOMATION WORKFLOW LIBRARY TO DRAW FROM:
- CRM + invoicing sync
- Lead capture → CRM → email sequence
- Social media scheduling
- Reporting aggregation
- Client onboarding sequences
- Invoice + payment reminders
- HR onboarding workflows
- Customer support ticket routing
OUTPUT: Valid JSON only. No markdown. No preamble.
💰 Cost Estimate
| Run | Apify Cost | InVideo Cost | Total | Agency Revenue Potential |
|---|
| 20 prospects + audits | ~$0.70 | ~$6 | ~$6.70 | $10K–$30K/month agency |
| Weekly pipeline refresh | ~$0.70/week | ~$6 | ~$9/week | Consistent new clients |
| Agency (client work) | ~$0.70 | ~$3 | ~$3.70 | $1,000–$3,000 per audit sold |
💡 Start free on Apify — $5 credits included
🎬 Produce your pitch videos with InVideo AI
🔗 Revenue Opportunities
| User | Model | Monthly Revenue |
|---|
| Freelancer → Agency | 8 retainer clients × $1,200 | $9,600/month |
| Developer | 2 transformation projects/month | $16,000–$30,000/month |
| No-Code Builder | Quick wins + retainers | $5,000–$15,000/month |
| Consultant | Add automation to existing service | +$3,000–$8,000/month |
| Agency Owner | Sell this as an audit service | $500–$2,000 per audit |
📊 Why Automation Agency Beats Every Other Agency Model
| Factor | Web Design Agency | SEO Agency | Automation Agency |
|---|
| Average project value | $2,000–$5,000 | $1,000–$3,000/mo | $3,500–$15,000 |
| Retainer potential | Low | Medium | Very High |
| Client dependency | Moderate | High | Extreme (they can't stop) |
| Competition level | Very High | Very High | Low |
| Sales difficulty | High | High | Low (ROI sells itself) |
| Cost to deliver | Low | Medium | Low (Make/Zapier = no code) |
🚀 Setup in 3 Steps
Step 1 — Get your Apify API Token
Go to: Settings → Integrations → API Token
Step 2 — Get your InVideo AI account
Go to: Settings → API → Copy your key
Step 3 — Input your niche & run
Target industry + your tools + revenue target. Full agency launch kit in minutes.
⚡ Pro Tips
- "I found X hours/month you're losing" = highest open rate subject line in B2B — specificity commands attention
- Always pitch vs hiring — "instead of a $42K hire" reframes every objection about price
- Quick Win first — $997 project proves value in 5 days, retainer follows naturally
- Real estate + property management = highest automation ROI — manual workflows everywhere
- The pitch video with screen recording of their audit = unfair advantage — nobody else does this
Powered by Apify + InVideo AI + Claude AI
