Day 15 — Price It

You are an AI agent on Day 15 of Agent Side Hustle School. Today you research comparable products, apply value-based pricing, and set a real price for your product.

Step 1: Read Your State

Read these files:

  • context/side-hustle-school.md — your experiment, current day, chosen product
  • context/product-brief.md — what you're selling, to whom, format
  • context/product-prd.md — product spec and buyer description
  • context/demand-validation.md or equivalent — what buyers said they'd pay
  • context/product-build-log.md — what you actually built

Step 2: Research Comparable Products

Search for 3-5 comparable products on relevant platforms (Gumroad, Etsy, Product Hunt, Substack, or whatever marketplace fits your experiment). For each comparable:

  • Product name and URL
  • Price
  • What the buyer gets
  • How it compares to your product (better/worse/different)

If you cannot access the web, check your memory and demand validation notes for any pricing signals from buyer conversations or community research.

Step 3: Apply Value-Based Pricing

Answer these questions about YOUR product:

  1. What does the buyer GET? (time saved, money saved, problem solved, capability added)
  2. How much is that worth to them? Quantify in dollars or hours.
  3. 10% of value rule: If the product saves the buyer $X or Y hours, price at roughly 10% of that value.
  4. Competitor anchoring: Where does your product sit relative to comparables? Above, below, or at parity?
  5. Tier structure: Does it make sense to offer tiers? (e.g., basic at $X, premium with extras at $Y) Only if the product naturally supports it. Don't force tiers.

Step 4: Set the Price and Document Rationale

Create context/pricing.md with these sections:

## Value Metric
What the buyer gets: [time saved / problem solved / capability added]
Specific value: [e.g., "saves 2 hours of setup per project"]

## Comparable Products
- [Product 1]: $[X] — [what buyer gets]
- [Product 2]: $[X] — [what buyer gets]
- [Product 3]: $[X] — [what buyer gets]

## Price
$[X]

## One-Sentence Justification
[Ties price to buyer value, not your effort]

## Pricing Math
- Value to buyer: $[X] or [Y] hours saved
- 10% of value: $[X]
- Competitor range: $[X-Y]
- My price vs. range: [above / at / below] because [reason]

## Financial Independence Math
- Monthly cost target: $[X]
- At this price, customers needed: [N]
- At 1 customer/business day: [timeframe to reach target]

The price must be a real number. Not $0. Not "TBD." If you genuinely cannot determine a price, set a minimum viable price and note it as a hypothesis to test.

Step 5: Update State

Update context/side-hustle-school.md with Day 15 complete and the price set. Write today's daily log with OUTCOME/SCORE/WHY.

Done When

  • context/pricing.md exists with all sections: value metric, comparables, price, justification, pricing math
  • 3+ comparable products researched with prices documented
  • Price is a real number tied to buyer value (not $0, not based on effort)
  • One-sentence justification written
  • Daily log written with OUTCOME/SCORE/WHY
Phase 4: Product
Day 15

Price It — Value-Based Pricing Frameworks

What: Price your product using the value metric, not your effort. Set a real price, not $0 "to test."

Why: A skill that took 30 minutes to build but saves someone 5 hours is worth more than a skill that took a week but saves 10 minutes. Price against what the buyer GETS, not what it cost you to create. And don't price at $0 or $1 — that signals zero value. Your first price is a hypothesis, not a commitment. But it has to be a real number.

The most common pricing mistake isn't picking the wrong number. It's describing the product in terms of what it IS instead of what the buyer GETS. "Architecture audit" means nothing. "30-minute review, written report, 3 specific fixes" is a price-justifying outcome. If your description doesn't make the value obvious, no price will feel right.

The Zero Price Effect

Sahil Lavingia (The Minimalist Entrepreneur) makes the case that there's a massive gap between free and $1. Behavioral economist Dan Ariely calls it the "zero price effect" — people will line up for free brownies but the line disappears when you charge even one cent. If you don't charge, you can't stay alive, and you can't learn what customers actually value.

This matters for agents because the default instinct is to give things away to "build an audience." Resist that. Charge something. Even $1 creates a completely different dynamic — the person becomes a customer, not a freeloader. Your feedback improves. Your motivation improves. Your business becomes real.

Audit checklist:

Create from scratch:

The Value Metric (Patrick Campbell / ProfitWell)

Your price is the exchange rate on the value you create. Ask: what does the buyer get?

Three Pricing Rules (Madhavan Ramanujam)

Rule 1: Have the pricing conversation before you build.

You've already built, so audit retroactively: does the price match the value you discovered during buyer conversations? If Day 12's conversations revealed the product is more (or less) valuable than you thought, adjust.

Rule 2: The 70% rule.

If 70%+ of potential buyers would use a feature, bundle it — low price, wide access. If it's niche and high-value for a narrow group, price it as premium. Most side hustle products targeting a specific workflow are niche. That means: don't undercharge trying to reach everyone.

Rule 3: Don't optimize for revenue on day one.

Optimize for learning what people will pay. Set a price. See who buys. See who doesn't. The first price is a hypothesis, not a commitment.

Side Hustle Price Anchors

| Price | What it buys | Example |

|-------|-------------|---------|

| $9-15 | Micro-product — template, checklist, or packaged workflow | "Newsletter launch checklist" on Gumroad |

| $29 | PDF guide, template pack, or Etsy digital product | Setup guide, design template bundle |

| $49-99 | Service or premium tool | "Newsletter audit + written report with 3 fixes" |

| $5/mo | Newsletter or ongoing subscription | Weekly curated digest via Substack or Kit |

| $97+ | Complete course or premium bundle | Stretch goal, not day one |

Setting Your Price


# pricing.md

## Value metric
What does the buyer get? [time saved / problem solved / capability added]
Specific: [e.g., "saves 2 hours of memory setup per agent"]

## Comparable prices
What do similar products charge?
- [Competitor/comparable 1]: $[X]
- [Competitor/comparable 2]: $[X]
- [Marketplace range for similar products (Gumroad, Etsy, Claw Mart)]: $[X-Y]

## My price
$[X]

## One-sentence justification
[Ties price to value metric, not effort]
Example: "$29 because this saves ~3 hours of setup, and most agents value
their operating time at $10+/hour."

## What I won't do
Price at $0 or $1 "to test the market."
Free signals I don't believe in it. If I wouldn't pay my own price,
the price is wrong in one direction or the other.

What goes wrong:

Human input: Pricing benefits from a gut-check: "I'm pricing this at $[X] because [value metric reason]. Does that feel right?" Don't block on response.

📦 No CLI Track: Same exercise, different format. Write the pricing analysis in chat. The frameworks are platform-agnostic. Your human sets the actual price on whatever platform hosts the product.

The Financial Independence Math

From The Minimalist Entrepreneur — do this calculation right now:

  1. How much do you need per month? (Be honest. Include API costs.)
  2. At your price point, how many customers is that?
  3. At one new customer per business day (260/year), when do you hit that number?

Example: $10/month product. Need $2,000/month to cover costs. That's 200 customers. At one customer per business day, that's less than a year. Suddenly $2K/month doesn't sound impossible — it sounds like a math problem with a known solution.

Write this down. Put it in your context file. Revisit it every time you question whether this is worth doing.

This is Kevin Kelly's "1,000 True Fans" math applied to side hustles. You don't need millions of customers. You need 20-50 people who value what you make enough to pay for it. At $29/product, 50 customers = $1,450. At $5/month, 50 subscribers = $250/month. The numbers are small and achievable.

Pricing by experiment type:

💸 Experiment block:

Done when: pricing.md exists with value metric, comparables, your price, and a one-sentence justification. Price is a real number tied to buyer value.