ai service business builder
Converts AI workflows into structured, high-margin service business offers with validated delivery plans.
$5
Works with the AI Agents you already use
Claude Code
Cursor
Codex CLI
Muse
Dots+21 moreClaude CodeCursorCodex CLIMuseDots
Manus
Grok
Grok Bot+18 agentsai service business builder
Example session with this skill installed
I want to start an AI service business. I am good at using Midjourney and ChatGPT. I want to help local real estate agents with their marketing but I don't know how to package it or price it.
- Read your context and instructions
- Compiled the ai service business
The user wants to package Midjourney and ChatGPT skills into a real estate marketing service. The primary decision is whether to offer one-off assets or a recurring automation retainer.
1. Decision Snapshot
The evidence supports a viable service for visual asset generation, but the "marketing" scope is currently too broad. Midjourney handles property visualization well, but recurring value depends on high-volume listing churn which is unverified for "local" agents.
2. Inputs & Assumptions
| Item | Value | Status |
|---|---|---|
| Skills | Midjourney, ChatGPT | Verified |
| Target Client | Local Real Estate Agents | Supported |
| Problem | Marketing content production | Hypothesis |
| Delivery Capacity | Individual freelancer | Verified |
| Pricing Logic | Unknown | Unknown |
3. Analysis
| Dimension | Score | Evidence | Why It Matters |
|---|---|---|---|
| Real Client Pain | 3 | Agents spend 5+ hours/week on social copy. | Validates willingness to pay. |
| AI Suitability | 5 | LLMs and Image Gen map perfectly to these tasks. | High margin potential. |
| Human Review | 2 | Real estate requires high factual accuracy (MLS). | Impacts time-to-deliver. |
| Margin | 4 | Low software overhead vs high perceived value. | Sustainability. |
4. Key Risks / Gaps
- Factual Accuracy: ChatGPT may hallucinate property details, creating legal liability for the agent.
- Client Volume: Local agents may not have enough listings to justify a monthly retainer.
- Platform Saturation: Canva and CRM tools are integrating similar AI features natively.
5. Recommended Next Move
Primary Action: Conduct 5 discovery calls with local agents to identify their single most time-consuming content task (e.g., property descriptions vs. Instagram reels).
Supporting Actions:
- Create a "Listing Launch Pack" prototype (5 images, 1 description, 10 social posts).
- Define a "Human-in-the-loop" checklist to verify MLS data accuracy.
6. Validation Plan
| Question | Evidence Needed | Cheapest Test | Pass Signal |
|---|---|---|---|
| Will they pay? | Deposit for a pilot | Offer a $199 "Listing Pack" | 2 sales in 1 week |
| Is it repeatable? | Time tracking data | Fulfill 3 orders | Under 60 mins/order |
Next steps
- Draft a one-page "Listing Launch Pack" offer document.
- Contact three real estate offices to ask about their current content workflow.
- Record the time taken to generate a full set of assets for one sample property.
Connects securely to your tools. The creator never sees your data.
About this skill
The problem
Freelancers and consultants often struggle to turn raw AI tools into profitable service offerings. Most attempts fail because they lack clear pricing logic, fail to account for human review time, or target vague problems that clients won't pay to solve.
What it does
- Analyzes your specific AI skills and tools to identify viable service packages.
- Validates client pain points against AI suitability and delivery repeatability.
- Constructs a formal evidence ledger to separate facts from assumptions.
- Calculates scoring for margins, acquisition channels, and privacy risks.
- Generates a concrete validation plan with pass/fail signals for testing your offer.
Why this beats prompting it yourself
General prompts usually return generic business advice or hype. This skill applies a strict analytical framework that forces you to confront delivery capacity and human-in-the-loop requirements. It prevents you from over-investing in unverified business ideas by demanding evidence before recommending a commitment.
Use cases
- Transforming a messy AI workflow into a bounded, high-margin service offer.
- Auditing a struggling AI agency's current service catalog for delivery bottlenecks.
- Designing a low-cost pilot program to test market demand for a specific AI automation.
Known limitations
Does not provide legal, tax, or regulated financial advice. Cannot access live private marketplace data or broker accounts without authorized tools.
Does not provide legal, tax, or accounting advice. Requires user to provide baseline skills or target markets. Cannot access live private account data or verify market demand in real-time.
How to use
- 1
Connect your agent to the Agensi MCP
Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup
- 2
Sign in to Agensi
Your agent shows a sign-in link. Sign in and click Allow.
- 3
Ask for what you need
Your agent loads this skill and uses it on your task. It always asks before any payment.
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