SKILL.md
Offer Design
The offer is the thing, not the page. Better copy on a weak offer compounds slowly; a stronger offer with average copy converts immediately. Most "we need better copy" requests are "we need a better offer" requests in disguise.
Scope check first
This skill earns its keep for services, agencies, courses, coaching, info products, direct-response, and high-ticket B2B with a sales conversation. For self-serve SaaS with tiered subscriptions or marketplaces, the levers are tier structure and value metric: skim the value equation below, then go to pricing.
The value equation
Value = (dream outcome x perceived likelihood) / (time delay x effort and sacrifice). Popularized by Hormozi's $100M Offers, internalized across direct response since.
| Lever | Move it by |
|---|---|
| Dream outcome up | Connect to the bigger goal behind the surface ask, name it specifically |
| Perceived likelihood up | Proof: case studies, named customers, data, guarantees, methodology specificity |
| Time delay down | Faster onboarding, faster first win, shorter end-to-end timeline |
| Effort and sacrifice down | Done-for-you, fewer decisions, lower learning curve |
Most "lower the price" requests are actually "raise the numerator or shrink the denominator" requests. Price is the comparison, not the value.
Anatomy of a complete offer
Six components. Skip one and conversion suffers.
- Core deliverable: what they get
- Bonus stack: what else makes the core feel undervalued
- Guarantee: what happens if it does not work
- Scarcity or urgency: why now, and it must be real
- Name: what the thing is called
- Price and payment structure: what they pay and how
Weak offers usually fail on bonuses (none), guarantee (none or wrong type), or scarcity (none or fake). Cringe offers fail on over-promised guarantees and fake countdown timers.
Diagnostic loop ("my offer isn't converting")
- Load
.agents/product-marketing.mdor.claude/product-marketing.mdif present. - Identify the business type: the right playbook is type-specific.
- Write the current offer in plain language: name, price, deliverables, guarantee, deadline. One paragraph, even if it currently lives in five places.
- Score each value-equation lever 1-10. The lowest is the binding constraint.
- Audit the six anatomy components: which is missing or weak?
- Fix one lever this iteration, usually the lowest-scoring one. Do not rebuild everything at once.
- Project the lift honestly: single-component changes typically deliver 10-40%, two consecutive iterations on different levers can stack to 2-3x. Anyone promising 5x from one change is selling something.
Lines not to cross
- Fake scarcity. Countdown timers that reset, "3 spots left" lies. Short-term lift, long-term trust collapse.
- Over-promised guarantees. "Double revenue or refund plus $1,000" eats margin and the failures go public.
- Bonus inflation. "$50K of value" on a $497 product reads as a scam to sophisticated buyers. Bonuses are additive, not exaggerated.
- Course-bro aesthetic on a serious product. "Secret method" and gold badges pattern-match to fraud in professional markets.
Banned in offer copy: "game-changing", "revolutionary", "10x", "secret", "limited time" with no actual limit, "worth $X" with no comparable, "100% guaranteed" without conditions. Specificity beats superlatives every time.
Verification
Do the plain-language read-back: state the offer in one sentence, "You get [deliverable] plus [bonuses], in [timeline], backed by [guarantee], for [price], if you act by [real deadline]". Expect every slot filled with something concrete and true. Any slot empty or fudged: that component is the work, fix it before touching copy.
Good vs Bad
Bad: "Growth coaching, $2,000/month, month to month, book a call to learn more." No outcome, no proof, no guarantee, no reason to act now.
Good: "The 90-Day Pipeline Sprint: we rebuild your outbound system, first 10 qualified meetings booked or we work free until they are. $6,000, half upfront. Two client slots per quarter because delivery is hands-on, next slot opens <MONTH>."
Completion checklist
- [ ] Business type identified, pricing deferred to the pricing skill where it belongs
- [ ] Current offer written in plain language before changes
- [ ] Four levers scored, binding constraint named
- [ ] All six anatomy components present or consciously excluded
- [ ] Scarcity and guarantee are real and honorable
- [ ] One lever changed this iteration, lift projected honestly
Any box unchecked: not done. Fix or say so.
Footguns
- Polishing copy on a broken offer. Weeks of page tweaks cannot fix a missing guarantee. Fix: run the diagnostic loop before any copywriting.
- Rebuilding everything at once. Change five components and you learn nothing about what worked. Fix: one lever per iteration, measure, then the next.
- Guarantee mismatched to the business model. Unconditional refunds on high-cost-of-delivery services invite abuse; conditional guarantees ("do the work, get the result, or refund") protect both sides. Fix: tie guarantee conditions to customer actions you can verify.