🤖 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