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Biz pricing strategy

Skill charlieviettq/awesome-agent-skill/.cursor/skills/asgard-ai-platform/biz-pricing-strategy

Curated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).

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Analyze and design pricing strategies including cost-plus, value-based, competitive, penetration, and skimming approaches with psychological pricing techniques. Use this skill when the user needs to set or change prices, evaluate pricing models, understand price elasticity, or apply psychological pricing — even if they say 'how much should we charge', 'are we priced right', or 'our margins are too low'.

SKILL.md

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Pricing Strategy

Overview

Pricing is the only marketing mix element that generates revenue — all others are costs. This skill covers five pricing approaches (cost-plus, value-based, competitive, penetration, skimming) plus psychological pricing techniques. The right approach depends on the product lifecycle stage, competitive landscape, and customer price sensitivity.

When to Use

Trigger conditions:

  • User setting prices for a new product
  • User evaluating whether current pricing is optimal
  • User asks "how much should we charge?" or "why are our margins low?"
  • User needs to choose between pricing models (subscription vs one-time, freemium vs premium)

When NOT to use:

  • For comprehensive financial analysis → use financial ratios or DCF
  • For customer segmentation → use STP
  • For cost structure analysis → use Value Chain

Framework

IRON LAW: Price Communicates Positioning

Price is not just economics — it's a signal. Lowering price to compete
can permanently reposition a brand as "cheap." Raising price without
value justification creates distrust.

Every price change must be evaluated through BOTH a financial lens
(margins, volume) AND a positioning lens (what does this price say about us?).

Step 1: Understand the Three Price Anchors

Every pricing decision sits between three constraints:

AnchorWhat It SetsMethod
Cost floorMinimum viable priceCost analysis — below this, you lose money
Competitor referenceMarket expectationsCompetitive benchmarking — what alternatives cost
Customer ceilingMaximum willingness to payValue research — what the customer thinks it's worth

Step 2: Choose a Pricing Approach

ApproachHow It WorksBest When
Cost-PlusCost + fixed margin %Commodity products, government contracts, stable costs
Value-BasedPrice based on customer's perceived valueDifferentiated products, strong brand, measurable customer benefit
CompetitiveMatch or undercut competitor pricesUndifferentiated market, price-sensitive customers
PenetrationStart low to gain market share, raise laterNew market entry, network effects, high switching costs
SkimmingStart high, lower over timeInnovation leader, early adopters willing to pay premium

Step 3: Apply Psychological Pricing Techniques

TechniqueHow It WorksExample
Charm pricingEnd in 9 or 99NT$299 instead of NT$300
AnchoringShow a higher price first, then the actual price"Was NT$1,200, now NT$799"
Decoy effectOffer three options where the middle is the intended choiceSmall NT$99, Medium NT$149, Large NT$159 (Large looks like a deal)
Bundle pricingCombine products at a discount vs individual purchase"All 3 for NT$999" (vs NT$450 each)
FreemiumFree basic tier, charge for premium featuresSpotify, Notion, Canva

Step 4: Validate with Price Sensitivity Analysis

Before committing:

  • Van Westendorp: Survey-based method — ask customers "at what price is this too expensive / too cheap / a bargain / getting expensive?"
  • Gabor-Granger: Show a price, ask if they'd buy. Vary the price across respondents.
  • A/B test: If possible, test two price points with real transactions

Step 5: Monitor and Adjust

After launch:

  • Track price elasticity: % change in demand / % change in price
  • Monitor competitive response: Did competitors match your price?
  • Watch customer perception: Did the price signal what you intended?

Output Format

# Pricing Strategy: {Product/Service}

## Three Anchors
- Cost floor: {$X} (based on: {cost breakdown})
- Competitor reference: {$X range} (competitors: {list})
- Customer ceiling: {$X} (based on: {value metric})

## Recommended Approach
**{Approach name}** — {rationale}

## Price Point
- Recommended price: {$X}
- Expected margin: {X%}
- Positioning signal: {what this price says about the brand}

## Psychological Techniques Applied
- {technique}: {how applied}

## Sensitivity Analysis
| Price Point | Est. Volume | Revenue | Margin | Risk |
|------------|------------|---------|--------|------|
| {low} | {high vol} | {$X} | {X%} | {positioning risk} |
| {recommended} | {med vol} | {$X} | {X%} | {balanced} |
| {high} | {low vol} | {$X} | {X%} | {volume risk} |

## Monitoring Plan
- Review frequency: {monthly/quarterly}
- Key metrics: {elasticity, competitive response, perception}

Examples

Correct Application

Scenario: Pricing a new SaaS project management tool for SMBs in Taiwan

Three anchors:

  • Cost floor: NT$150/user/month (server + support costs)
  • Competitors: Asana NT$350/user, Monday.com NT$300/user, Trello Free-NT$170/user
  • Customer ceiling: NT$400/user (based on 30 customer interviews — value of time saved)

Approach: Value-based with decoy pricing

  • Basic: NT$199/user/month (limited features — the decoy)
  • Pro: NT$299/user/month (full features — the target)
  • Enterprise: NT$499/user/month (with SSO, audit logs — anchor)

Why: Pro at NT$299 looks like great value vs Enterprise at NT$499, and much better than Basic at NT$199 for only NT$100 more.

Incorrect Application

What went wrong:

  • Set price at cost + 20% (NT$180/user) without checking competitor reference or customer ceiling → Left NT$120+/user of value on the table. Customer would have paid NT$299.
  • Cut price from NT$299 to NT$149 to match a new budget competitor → Signaled "we're a budget tool now," causing premium customers to leave. Violates Iron Law: price communicates positioning.

Gotchas

  • Cost-plus is a fallback, not a strategy: Cost-plus only makes sense when you can't measure value or differentiate. In most cases, value-based pricing captures more margin.
  • Penetration pricing requires a plan to raise prices: If you start low, you need a clear path to profitability. "We'll raise prices later" without a mechanism (switching costs, network effects) is wishful thinking.
  • Discounts are addictive: Frequent discounts train customers to wait for sales. Use selectively and time-limit them.
  • B2B vs B2C psychology differs: B2B buyers evaluate ROI rationally (though with organizational politics). B2C buyers are more susceptible to psychological pricing. Calibrate techniques to the buyer.
  • Free is not a price — it's a category change: Moving from paid to free (or vice versa) changes the product category in the customer's mind. The shift from "paid product" to "free with ads" is a complete repositioning.

References

  • For Van Westendorp and Gabor-Granger methodology details, see references/price-sensitivity.md
  • For SaaS-specific pricing models, see references/saas-pricing.md

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