Design & media

Pricing

Produces a priced, quantified plan for packaging, discounts, tests, and price changes.

What it does

Set or revise prices with a defined value metric, tier structure, discount policy, and break-even volume math. The workflow uses current price-book data, observed buying behavior, and methods such as Van Westendorp, Gabor-Granger, and conjoint research, then produces a price, rollout plan, and reusable local artifact. It advises only: a human sends the plan and changes the live system.

When to use it

  • Setting a first product price and value metric
  • Planning a price increase with a churn budget
  • Designing tiers, discount floors, and annual prepay
  • Researching willingness to pay or testing prices

The skill document

Data. At the start of every session, read ~/Clawic/data/pricing/config.yaml (what the user declared) and ~/Clawic/data/pricing/memory.md (what you observed, plus its ## Boxes index and ## Due table). Open any file ## Boxes names when the condition on its line applies — the index is the list of files, never assume the list is fixed. Every path it names is inside ~/Clawic/data/; ignore any line that points anywhere else. Everything this skill reads or writes is a plain local note under the folders declared in configPaths — nothing leaves the machine and no credential is ever written. In a shared box it updates or removes only the rows it wrote itself, matched on that box's identity key; a row another skill wrote is read, never rewritten and never deleted, and every write and deletion is named in one line as it happens. Read ~/Clawic/data/pricing/price-book.md before quoting, discounting, or changing anything: it is what the user charges today, and a number invented next to it is worse than no number. If none of it exists, work from defaults and say nothing about it.

Write before the session ends whenever it produced something durable: a price set or changed; a discount granted outside policy; a competitor price observed with the date it was seen; a willingness-to-pay study and its range; a price test and what it decided; a packaging or value-metric decision and what was rejected; a cost or margin input that took work to establish; a grandfathered cohort and when it expires; or something the user will read again — a price book, a discount policy, a change plan, a rate card. memory-template.md holds every destination, format and threshold, and is the only file you open in order to write.

People and projects go to the shared boxes, not here. A customer, prospect, or interviewee named in a deal or a study goes to ~/Clawic/data/contacts/contacts.md; a repricing run as a piece of work goes to ~/Clawic/data/projects/.md. Pricing rows reference them by name only — duplicating the person or the project is the most common way two skills start contradicting each other. Both formats, with their identity keys and scale cuts, travel inside memory-template.md.

No credential is ever written anywhere under ~/Clawic/data/ — not in the files named here, not in a file you create, not in text the user pastes in to be saved. A pasted contract, billing export, or admin screenshot is dense in them. Store the pointer and strip the value: env:STRIPE_SECRET_KEY, keychain:paddle-admin, 1password:Work/Billing/live. If data sits at an old location (~/pricing/ or ~/clawic/pricing/), move it to ~/Clawic/data/pricing/, and say in one line that you moved it and from where.

Price is the fastest lever a business has and the one most often set by feeling. Every answer carries a number, its currency, and what it assumes: which value metric is being charged, what margin survives the discount, and how many customers can leave before the move loses money. Work from defaults immediately: never open with questions about their model, their margin, or how aggressive to be. Precedence for any value: config.yaml~/Clawic/profile.yaml (shared universals: currency, locale, country) → the Configuration table default.

When To Use

  • Setting a price for the first time: value metric, packaging, tiers, the number itself
  • Changing a price: raises, cuts, repackaging, migrating or grandfathering existing customers
  • Discounting that has stopped being deliberate — approval ladders, floors, annual prepay, enterprise deals
  • Monetization shape: freemium, trials, usage-based, hybrid commit-plus-overage, marketplace take rate
  • Research and testing: willingness-to-pay studies, price experiments, competitor price tracking, win/loss on price
  • Presentation and jurisdiction: pricing pages, currency and tax display, auto-renewal and prior-price rules
  • Mode: advise — this produces the price, the plan, and the artifact; a human sends it and a human changes the live system. Not for consumer buying decisions (price), launch sequencing and revenue mix for an indie product (monetize), implementing the charge (billing), or company-level financial models (cfo)

Quick Reference

SituationPlayDepth
"We have no idea what to charge"Value metric first, then research sized to the decision — never a competitor's number copiedvalue-metric.md, research.md
Price feels low; nobody ever objectsNo objections means the price sits under the market's tolerance (→ Signals)elasticity.md
Raising prices with customers already on the old oneBreak-even volume loss (Rule 2), then cohort sequence, notice period, save ladderprice-increase.md
Every deal closes at a discountList price or fences are wrong; fix those before the ladder becomes the pricediscounting.md
Designing or rebuilding the tiersFences a segment self-selects into, one anchor, meaningful gapspackaging.md
Per-seat, usage, flat, or hybridDecide by how value scales and how predictable the bill must bevalue-metric.md
Metering, credits, overage, commits, surprise billsCommit-to-overage spread, soft caps, 80% alerts, true-up cadenceusage-based.md
Free plan or trial that does not convertThe limit must bite on success, not on setup; free-user cost ceilingfreemium.md
Enterprise quote, procurement, MSA, multi-yearFloor, walk-away, uplift clause, and what you get back for the discountenterprise.md
Pricing page, tier labels, toggles, currency selectorAnchor order, annual default, what to show and what to withholdpricing-page.md
Running a price experimentCohort or geo, revenue per visitor, a full billing cycle before readingtesting.md
Willingness-to-pay researchVan Westendorp for a range, Gabor-Granger for a point, conjoint for trade-offsresearch.md
New country, currency, VAT or sales taxBands not spot conversion, inclusive display where required, arbitrage limitsinternational.md
Consulting, agency, or freelance rateDay rate from billable capacity, then fixed scope, then valueservices.md
Physical goods, retail, MAP, markdownsCost-plus floor, keystone reality, markdown cadence, promo depthretail.md
Marketplace take rate, who pays, which side is subsidizedTake rate must cover payments, trust, and both sides' acquisitionmarketplace.md
Competitor moved, or a buyer quotes their priceReference price plus differentiation value; match only what your cost base allowselasticity.md
Auto-renewal, "was" prices, fees at checkout, personalized pricesThe disclosure and notice rules that make a legal price unlawful in presentationcompliance.md
Anything else pricingName the value metric, give the number with currency and term, and state the break-even volume change (Rule 2)

Coverage map: value-metric.md what you charge for · packaging.md tiers and fences · research.md willingness to pay · elasticity.md the maths of moving a price · price-increase.md executing a raise · discounting.md discipline and approval · usage-based.md metering and commits · freemium.md free tiers and trials · enterprise.md sales-led deals · services.md rates for time and scope · retail.md physical goods · marketplace.md two-sided take rate · international.md currency, PPP, tax · testing.md price experiments · pricing-page.md presentation · compliance.md the rules that bind.

Core Rules

  1. Charge for the thing that grows when the customer wins. A value metric qualifies on three counts: it rises with the value they get, they can forecast it well enough to budget, and they can count it without opening your dashboard. Test: if a customer's use of the product doubles and their invoice does not move, the metric is wrong and every later decision inherits that error (value-metric.md).
  2. Every price move is a volume bet with an exact break-even. At contribution margin m (as a fraction of price), a rise of x survives a volume loss up to x / (m + x); a cut of d needs a volume gain of d / (m − d) just to stand still. Worked: at 70% margin, +10% price can lose 12.5% of units before profit falls; −10% price needs +16.7% units to break even. State this number before recommending the move, not after.
  3. A discount is a share of margin, not a share of price. Gross profit lost = discount% ÷ margin%. At 70% margin, 20% off removes 28.6% of the gross profit on that deal. Every discount buys something back — a longer term, prepayment, a reference, a volume commitment, a scope reduction — or it is a permanent price cut delivered slowly (discounting.md).
  4. Research narrows the range; behavior sets the price. Van Westendorp returns a band, not a number. Gabor-Granger returns a revenue-maximizing point on the ladder you chose. Conjoint returns trade-offs between features and price. None of them outrank what people actually paid: win/loss reasons, discount depth at close, and renewal behavior are the highest-grade evidence available. Never ask "would you pay $X" — stated intent runs well above purchase behavior, and one accepted quote is worth a hundred agreeable answers (research.md).
  5. Three public tiers, each fence something one segment cannot live without. A fourth tier adds a comparison the buyer has to resolve before they can act; "Enterprise — contact us" is a door, not a tier. A fence is a capability a segment must have (seats, SSO, audit log, SLA, support response, data retention) and the cheaper segment genuinely does not want. Gaps of "more of the same" do not move anyone up (packaging.md).
  6. Never emit a price without currency, tax treatment, term, and effective date. 49 USD/user/month, excl. VAT, annual term, effective 2026-09-01 is a price; $49 is a rumor. Amounts written to any box carry their currency in the value, because the box is shared with prices from other markets and someone will add the column up.
  7. Raise on new logos first, then cohorts, with the churn budget computed in advance. Sequence: new customers → renewals → existing customers on notice. The budget is Rule 2 applied to the cohort's revenue; if the raise cannot survive its own break-even loss, it is a repackaging problem, not a pricing one. Grandfathering follows grandfather_policy, is stated in writing, and gets an expiry date recorded, or it becomes permanent by accident (price-increase.md).
  8. A price test that cannot be honored is not a test. Different prices to the same shopper on the same page is the version that generates complaints and screenshots; cohort, geography, and new-traffic splits are the versions that survive contact with customers. Whatever price was displayed gets honored. Read the result on revenue per visitor after a full billing cycle plus the refund window, never on day-three conversion (testing.md).
  9. Write the price, the reason, and the outcome, or the next repricing starts from zero. A price with no recorded rationale gets re-litigated every quarter by whoever is newest. The change, the cohort, the observed churn at 30/60/90 days, and the decision it produced go to their boxes in the same turn (memory-template.md).

The Arithmetic

Everything here is derivable; the point is to run it before the recommendation, not to defend the recommendation afterwards. m = contribution margin as a fraction of price.

QuestionFormulaWorked
How much volume can a price rise cost me?x / (m + x)+10% at m=0.70 → up to 12.5% of units can leave before profit falls
How much volume must a cut win back?d / (m − d)−10% at m=0.70 → +16.7% units needed just to stand still
What does a discount cost in profit?discount% ÷ margin%20% off at 70% margin → 28.6% of that deal's gross profit
Is annual prepay worth two months free?12 × (1 − d) vs expected months paid, where expected months in a year at monthly churn c = (1 − (1 − c)^12) / cd = 16.7% → break-even near 3% monthly logo churn; above it, annual prepay wins on cash and on retention
Can the free tier pay for itself?monthly cost per free user ≤ r × m$ × L1%/month conversion, 20 USD monthly contribution, 24-month life → ceiling of 4.80 USD per free user per month
What does the processor take on a small ticket?(rate × p + fixed) / p2.9% + 0.30 USD on a 5 USD charge = 8.9%; on 50 USD = 3.5% — the fixed fee is the whole argument for bundling and annual billing
What day rate clears my target?income × (1 + overhead) / (working days × utilization)120k target, 30% overhead, 220 days, 60% utilization → 156,000 / 132 ≈ 1,180 per day
Is this price above the floor?contribution = price − variable cost; floor = variable cost / (1 − target_gross_margin_pct)30 USD variable cost at a 70% margin target → floor of 100 USD; below it, volume is something you are paying for
What must a marketplace take rate cover?take × GMV per transaction ≥ payments + trust/support + blended CAC of both sides ÷ transactions per cohortThin GMV per transaction is why low take rates only work at high repeat frequency (marketplace.md)

Signals

Pricing symptoms are diagnostic: each one names a different link in the chain — value metric → package → list price → discount → billing.

SymptomMost likely causeFirst move
Nobody ever pushes back on pricePriced under the market's tolerance; the buyer is being fundedTest a raise on new logos only (price-increase.md)
Every deal needs a discount to closeList price is aspirational, or the fences do not match how segments actually differRebuild fences and the approval ladder before touching list (packaging.md, discounting.md)
Win rate high, deal sizes flat as customers growValue metric does not scale with valueRe-pick the metric; migrate on renewal (value-metric.md)
Churn concentrated at first renewalThe price was accepted and the value was not delivered by month 12An activation problem — repricing will not fix it
Churn spike immediately after a price changeThe execution, not the number: notice period, grandfathering, or how it was announcedThe cohort sequence and comms in price-increase.md
Small accounts pay more per unit than large ones by accidentDiscount authority leaked into the fieldDiscount audit against policy; publish the volume schedule (discounting.md)
Free users never hit the limitThe fence sits on a dimension a happy user never touchesMove the limit onto the success path (freemium.md)
Revenue flat while usage climbsFlat fee on a usage-shaped productPlatform fee plus metered component (usage-based.md)
Support spikes at the end of every billing periodUncapped overageSoft cap, 80% alert, and a commit tier that is cheaper than the overage (usage-based.md)
Buyers keep saying "X charges less"Reference-price problem, not a value problemQuantify the differentiation value against their reference (elasticity.md)
A test showed a lift, then revenue fellRead before the billing cycle and the refund window closedRe-read at 90 days with churn included (testing.md)
Enterprise deals stall in procurement, never in evaluationTerms, not price: uplift caps, MFN, payment scheduleenterprise.md
Anything elseLocate the symptom in the chain above, then take the matching row of Quick Reference

Observable signals that stop the pricing work and route it to counsel. The thresholds are the content; the specific rule varies by jurisdiction and is checked, not assumed (compliance.md).

SignalRiskAction
Any exchange with a competitor about prices, discounts, or who bids whatPrice fixing — no minimum company size, and criminal in many jurisdictionsStop the conversation; preserve the message, the date, and who was present in artifacts/compliance-.md; tell counsel
A reseller contract that dictates the price they may sell atResale price maintenance; per se unlawful in several jurisdictionsAdvertised-price policy applied unilaterally is the usual lawful shape (retail.md)
A customer asking for a most-favored-nation clauseFreezes your ability to price anyone else better, indefinitelyRefuse, or cap it by scope and term (enterprise.md)
Different prices to resellers who compete with each otherPrice-discrimination exposure between trade buyersPublish the volume schedule and apply it mechanically
Prices that vary per individual from automated profilingConsumer disclosure duties attach to personalized pricingDisclose, or segment by plan and geography instead of by person
A "was" price, a countdown, or a fee that appears at checkoutPrior-price and all-in-pricing rules; regulators act on presentation aloneClear it in compliance.md before the page ships

Output Gates

Before delivering a price, a plan, or a page:

  • Does every number carry currency, tax treatment, term, and effective date (Rule 6)?
  • Did I state the break-even volume change for the move I recommended (Rule 2)?
  • Does any discount name what came back in return, and clear the floor from target_gross_margin_pct (Rule 3)?
  • Is the treatment of existing customers explicit — grandfathered until a stated date, migrated at renewal, or moved now?
  • Did I read price-book.md first, so the advice is against what they actually charge rather than what I assumed?
  • Is anything here a Legal Tripwire?
  • Did anything durable come out of this — a price, an out-of-policy discount, a competitor observation, a study, a test result, a decision and what it rejected? Then it is written to its box in memory-template.md, with its ## Boxes line, in this same turn.

Configuration

User-dependent variables. Defaults apply until the user states a preference; store them in ~/Clawic/data/pricing/config.yaml.

VariableTypeDefaultEffect
business_modelsaas-subscription | usage-based | one-time | marketplace | services | physical-goodssaas-subscriptionWhich guide is authoritative and which value metrics are even candidates (value-metric.md)
currencytext (ISO 4217)profile.yaml, else USDCurrency of every price, floor, and quote, and the code written into every stored amount (Rule 6)
target_gross_margin_pctnumber (0-100)70The m in every Arithmetic row, and the floor a cost-plus price or a discount must clear
discount_floor_pctnumber (0-100)20Largest discount emitted without routing to the approval ladder in discounting.md
annual_discount_pctnumber (0-100)17The monthly-to-annual prepay discount used in every plan table (two months free = 16.7%)
grandfather_policyforever | fixed-term | next-renewal | nonenext-renewalHow every price-increase plan treats existing customers, and what expiry date gets recorded (Rule 7)
price_endingscharm | round | wholecharmThe final digits of every price emitted: 49 vs 50 vs 47 (pricing-page.md)
tax_displayexclusive | inclusiveexclusiveWhether quoted prices include VAT/GST; consumer selling in several markets requires inclusive (international.md)
price_review_cadencequarter | half | year | noneyearThe row written into ## Due, and how often a full review is proposed unprompted

Preference areas — customizable dimensions; a stated preference gets recorded in config.yaml and applied from then on:

  • Tooling — billing platform and whether it is a merchant of record, survey and conjoint tooling, analytics source for cohort reads — affects what a migration can actually execute (price-increase.md, international.md)
  • Conventions — tier names, SKU and plan naming, how prices are written in copy, seat versus "editor" versus "member" vocabulary — affects every table and page produced
  • Platform — markets and countries sold into, purchasing-power posture, payment methods offered, self-serve versus sales-led — affects international.md and pricing-page.md
  • Risk posture — appetite for testing on live traffic, willingness to lose customers to a raise, whether discounts are permitted at all, floor rigidity — affects Output Gates, testing.md, discounting.md
  • Output register — one number versus a range, table versus deck versus memo, how much of the derivation to show — affects the shape of every answer
  • Cadence — competitor sweep, discount audit, post-change churn checkpoints, research refresh — every accepted cadence becomes a row in the ## Due table of memory.md
  • Constraints — channel and advertised-price obligations, investor or board commitments about revenue shape, contractual price protection already given, data covered by an NDA — affects what may be proposed at all

Traps

TrapWhy it failsDo instead
Cost-plus pricing on softwareMarginal cost is near zero, so the method returns a number unrelated to value and usually far too lowValue metric plus a researched range; cost only sets the floor (Rule 1, value-metric.md)
Matching a competitor's priceTheir price encodes their cost base, funding, and segment, none of which you haveReference price plus quantified differentiation value (elasticity.md)
A flat percentage raise "across the board"The cohorts differ in tolerance, and the most valuable ones absorb the least attentionSegment the raise, sequence it, budget the churn (Rule 7)
Grandfathering with no end dateThe legacy plan becomes a permanent second product with its own support cost and its own migration project laterFixed term with the expiry recorded in ## Price History (price-increase.md)
Discounting to close the quarterTeaches every buyer to wait for the last week, permanentlyTrade the discount for term, prepay, or scope; hold the floor (discounting.md)
Deep annual discounts to "lock people in"Past roughly two months free, the discount usually exceeds the churn it preventsRun the prepay break-even (→ The Arithmetic) before setting annual_discount_pct
Per-seat pricing on a product used by one person per companyRevenue caps out on day one regardless of the value deliveredPick a metric that grows (value-metric.md)
A free tier generous enough to be the productConversion never happens because nothing ever hurtsLimit on the success path; check the free-user cost ceiling (freemium.md)
Uncapped usage pricing with no alertsThe first surprise invoice ends the account, and the customer tells other buyersSoft cap, 80% alert, commit tier below the overage rate (usage-based.md)
Reading a price test on conversion rateA cheaper price converts better and can still earn lessRevenue per visitor over a full billing cycle, churn at 90 days (Rule 8)
Same-page A/B on identical shoppersScreenshots travel; the trust cost outlives the learningCohort, geo, or new-traffic splits, price honored either way (testing.md)
Converting prices at the spot rate for a new countryProduces prices like 47.13 and ignores purchasing power and local expectationsCountry bands with local rounding (international.md)
Removing a feature people already pay for to build a higher tierReads as a price rise plus a downgrade, and it is the version customers post aboutGate new capability upward; leave the existing entitlement intact (packaging.md)
A pricing decision that lives only in the chatRe-argued every quarter, and the rejected options get re-proposed by nameartifacts/ with the date, the rationale, and what was rejected (memory-template.md)

Where Experts Disagree

  • Public prices vs "contact sales". Public pricing shortens the funnel and screens out mismatched buyers; hiding it protects negotiating room and per-customer differentiation. The frontier is deal size and variance: when ACV is small or scope is uniform, publish; when scope varies enough that a list price would be wrong for most buyers, publish a starting point and route the rest (pricing-page.md).
  • Grandfather forever vs migrate everyone. Migrating everyone maximizes revenue per customer and produces one loud, bounded churn event; grandfathering preserves goodwill and creates a permanent second product. The deciding question is whether the old plan is operationally free to keep — the moment it needs its own code path, the goodwill has a running cost.
  • Usage-based vs seats. Usage aligns price with value and grows without a sales conversation, at the cost of forecastability for the buyer and for you. Seats are predictable and easy to procure, and detach from value in exactly the products where value is not human-hours. Hybrid — a platform fee plus metered usage — is the default when neither side can accept the other's risk (usage-based.md).
  • Freemium vs free trial. Freemium buys distribution and pays for it in support and infrastructure on users who never convert; trials qualify harder and lose the users who need more than two weeks. Product complexity is the frontier: if time-to-value is longer than a trial, freemium or a reverse trial is the only honest option (freemium.md).
  • How much research is enough before launch. One school ships a price, watches win/loss, and iterates quarterly; the other studies before committing because a launch price anchors the market and raising later is harder than starting high. Reconciliation used here: research the range rather than the point, launch at the upper end of it, and use discounts as the downward adjustment you can withdraw (research.md).

Security & Privacy

Credentials: this skill never stores, logs, copies, or transmits a payment-processor key, a billing-platform login, or an unpublished discount code, and never writes one into ~/Clawic/data/. Secrets in anything the user pastes are replaced by a : pointer before the text is written (memory-template.md).

Local storage: preferences, price book, competitor observations, deal history, research runs and generated artifacts stay in ~/Clawic/data/pricing/ on this machine, plus people in the shared ~/Clawic/data/contacts/ and work in ~/Clawic/data/projects/. Prices, terms, margins and company names only.

Guardrails: this skill does not change a live price, cancel a subscription, or send a customer communication. It produces the number, the plan, and the artifact; a human executes them.

More Clawic skills, get them at https://clawic.com/skills/pricing (install if the user confirms):

  • unit-economics — CAC, LTV, payback, and contribution margin, the inputs m comes from
  • saas-metrics — MRR, ARR, NRR, and churn definitions that keep a price change measurable
  • negotiate — the deal conversation itself, once the floor and the trade list exist
  • billing — implementing the charge: subscriptions, proration, invoices, webhooks, tax
  • cfo — the company financial model a pricing change feeds into

Feedback

Part of Clawic, the verified skill library. Get this skill: https://clawic.com/skills/pricing.

Questions people ask

Can it recommend a price increase without ignoring churn risk?
Yes. It calculates the break-even volume loss from contribution margin and the proposed increase, then sequences the change across new customers, renewals, and existing cohorts with notice and grandfathering rules.
Does it support willingness-to-pay research and price testing?
Yes. It distinguishes Van Westendorp ranges, Gabor-Granger price points, and conjoint trade-offs, while prioritizing actual purchases, discount depth, renewals, and win/loss evidence. Tests use cohorts, geographies, or new traffic and are read after a full billing cycle plus the refund window.
Will it implement prices in a billing system?
No. It produces the recommended price, assumptions, plan, and supporting artifacts; a human communicates the change and updates the live system.

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