Guild recruitment screener

✨ NewGuilds & raids👁 Free previewSimple

Offer: Reads applicants’ logs and gear, asks three role-specific questions in Discord and gives officers a one-paragraph summary with a fit score

Target customer: WoW guild leaders and raid officers

Where to find customers: Discord servers, Reddit communities, Facebook groups

Tools needed: Discord bot + Warcraft Logs API + LLM

Recommended price for your customers: €10/month

What it is

Guild recruitment screener is an AI-agent business for WoW guild leaders and raid officers. Concretely: reads applicants’ logs and gear, asks three role-specific questions in Discord and gives officers a one-paragraph summary with a fit score.

Who pays & why

Who pays: WoW guild leaders and raid officers. Why: the agent does, quickly and around the clock, work they would otherwise do by hand or pay a person for. Recommended price: €10/month. You know it is working when you see: active players, monthly retention. Main risk to manage: game terms of service (no botting), AI mistakes reaching customers.

How it works

Customers find you through: Discord servers, Reddit communities, Facebook groups. They sign up on your website.
AI does the core work with: LLM API.
Automatic quality checks run before delivery; anything unusual is sent to you for review.
The result is delivered through: Messaging bots.
Every week you check: active players, monthly retention.

Concrete example

Example: a customer from the target group (WoW guild leaders and raid officers) signs up. What they get from the first week: reads applicants’ logs and gear, asks three role-specific questions in Discord and gives officers a one-paragraph summary with a fit score. The customer pays €10/month. On your side you spend about 2 h per week on: moderates the community and resolves conflicts; handles customer requests the agent escalates (complaints, edge cases).

Glossary (3)

LLM: Large language model: an AI like ChatGPT, Claude or Grok that reads and writes text.
API: A connection that lets two software tools talk to each other automatically.
Discord: A chat app for online communities with voice, text channels and bots.

Existing competition Medium

How to stand out: Automate applicant screening from logs and chat.

Researched on 2026-10-16

📊 Key metrics

Revenue potential: Medium (est. €800–2500/month)Running costs (tools & APIs): €20–355/monthAutomation difficulty: 2/5 EasyHuman time: 2 h/weekIntegration Requirements: 3Setup time: ~33 h (≈4 weeks part-time)Estimated payback (return on investment): ~2 months

How we estimate this

Start-up cost = idea price (€19) + one month of running costs while you build (€188). Monthly profit = low end of the revenue estimate (€800) minus average running costs. We assume 2 months of ramp-up at half revenue and add your setup time. Your own working hours are not counted. It is an estimate, not a promise.

⚙️ Automation difficulty: 2/5 – Easy

Why this automation score

Score 2: mostly standard tools; a few connections need careful set-up.
Easy to automate: LLM API, Messaging bots and Database.
Still needs a human: moderates the community and resolves conflicts; handles customer requests the agent escalates (complaints, edge cases) — about 2 h per week.

Automation scale (1–5)

1 – Very easy: no-code tools, a few hours to set up.
2 – Easy: standard tools, a few days, little monitoring.
3 – Moderate: several integrations, 1–3 weeks, regular checks.
4 – Hard: complex data or sensitive output, a coding agent or developer recommended.
5 – Very hard: advanced engineering, strict quality and compliance control.

💰 Revenue potential: 3/5 – Medium

Market interest 3/5
Huge audience in gaming and streaming; NFT interest is cyclical.

Money flow 2/5
Players spend, but on small tickets; NFT revenue is volatile.

Active communities 4/5
Extremely active communities on Discord, Twitch and Reddit.

⏱ Maintenance time: 2 h/week

What the human does:

Moderates the community and resolves conflicts.
Handles customer requests the agent escalates (complaints, edge cases).

🔌 Integration Requirements (3)

Integrations	Why it is needed	Cost/month
LLM API OpenAI / Anthropic / xAI API	The agent's brain: writes, analyses, decides and talks to customers.	20–300 €
Messaging bots Discord / Telegram / WhatsApp API	Talks to users on Discord, Telegram or WhatsApp.	0–30 €
Database PostgreSQL / Supabase	Stores customers, orders, generated content and the agent's memory.	0–25 €
🧾 Maintenance cost – Total		20–355 €

Included with purchase

10 expert prompts
Ready-to-run prompts that take your AI agent from strategy to launch, filled in with this idea.
Sales page template
A ready-to-copy page (headline, problem, solution, benefits, price, FAQ, call to action) to sell the service to your own customers.
Certificate of exclusivity
A PDF with your name, the purchase date and a unique number, verifiable online, proving the idea was sold only to you.

10 expert prompts

Paste these prompts into your AI agent (ChatGPT, Claude, Grok, Cursor…) one after another. Together they give you a complete strategy, a technical build plan, pricing, an intake system, an autonomous operating loop, a marketing engine, guardrails, metrics, step-by-step MVP build instructions and an orchestrator that runs the business day to day.

Master Strategy & Positioning
Positioning, value proposition, target segment and business model.
Technical Pipeline Design
The full technical pipeline: tools, data flows and automations to deliver the offer.
Product & Pricing Definition
Minimum product, pricing tiers and what to leave out of version 1.
Customer Intake System
Automated acquisition and client intake: forms, qualification and onboarding.
Autonomous Operating Loop
The agent's daily operating loop: triggers, production, quality checks, escalation to a human.
Go-to-Market & Content Engine
Go-to-market engine: 30-day launch plan, content, channels and outreach scripts.
Quality & Compliance Guardrails
Guardrails: GDPR, AI Act, consumer law, quality and risk controls.
Metrics, Learning & Iteration
Dashboard: North Star metric, KPIs, alerts and weekly review.
MVP Build Sequence
A 14-day day-by-day MVP build sequence with tools and checkpoints.
Master Orchestrator (Run the Business)
The master orchestrator prompt that coordinates every sub-agent and runs the business.

Reserve this idea · ~~€39~~ €19

Launch price ~~€39~~ €19

Exclusive: hidden from everyone else after purchase · 10 prompts unlocked · one-time payment

Once purchased, the idea disappears for all other users.