Book club organiser with discussion guides

✨ NewBooks and reading👁 Free previewSimple

Offer: Members vote on the next book, get reading pace reminders and the host gets a discussion guide with questions, themes and context for each book

Target customer: Readers, book clubs and independent authors

Where to find customers: Facebook groups, TikTok, newsletter sponsorships

Tools needed: Discussion guides per book + scheduling and voting + reading pace reminders — tools: LLM API, Supabase

Recommended price for your customers: €4/month

What it is

Book club organiser with discussion guides is an AI-agent business for readers, book clubs and independent authors. Concretely: Members vote on the next book, get reading pace reminders and the host gets a discussion guide with questions, themes and context for each book.

Who pays & why

Who pays: readers, book clubs and independent authors. Why: the agent does, quickly and around the clock, work they would otherwise do by hand or pay a person for. Recommended price: €4/month. You know it is working when you see: subscribers, engagement rate. Main risk to manage: customers cancelling after a few months, copyright and brand rules.

How it works

Customers find you through: Facebook groups, TikTok, newsletter sponsorships. 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: Email / newsletter.
Every week you check: subscribers, engagement rate.

Concrete example

Example: a customer from the target group (readers, book clubs and independent authors) signs up. What they get from the first week: members vote on the next book, get reading pace reminders and the host gets a discussion guide with questions, themes and context for each book. The customer pays €4/month. On your side you spend about 1 h per week on: validates the editorial line and approves sensitive content.

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.
Supabase: A ready-made online database with user login, easy to plug into an app.

Existing competition High

How to stand out: Several apps; French and multilingual clubs are less served.

Researched on 2026-10-16

📊 Key metrics

Revenue potential: High (est. €2000–6000/month)Running costs (tools & APIs): €20–400/monthAutomation difficulty: 4/5 HardHuman time: 1 h/weekIntegration Requirements: 4Setup time: ~54 h (≈6 weeks part-time)Estimated payback (return on investment): ~3 months

How we estimate this

Start-up cost = idea price (€19) + one month of running costs while you build (€210). Monthly profit = low end of the revenue estimate (€2000) 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: 4/5 – Hard

Why this automation score

Score 4: complex data sources or sensitive outputs; regular human review is required.
Easy to automate: LLM API, Database, Authentication and Email / newsletter.
Still needs a human: validates the editorial line and approves sensitive content — about 1 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: 4/5 – High

Market interest 4/5
Huge audience in gaming and streaming; NFT interest is cyclical.

Money flow 3/5
Players spend, but on small tickets; NFT revenue is volatile.

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

⏱ Maintenance time: 1 h/week

What the human does:

Validates the editorial line and approves sensitive content.

🔌 Integration Requirements (4)

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 €
Database PostgreSQL / Supabase	Stores customers, orders, generated content and the agent's memory.	0–25 €
Authentication Clerk / Supabase Auth	Secure sign-up and login, sessions and user permissions.	0–25 €
Email / newsletter Brevo / Resend / Beehiiv	Sends onboarding, transactional emails and newsletters automatically.	0–50 €
🧾 Maintenance cost – Total		20–400 €

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.