# AI Pricing Psychology Consultant > Design tiered pricing strategies with psychological anchoring, competitor analysis, and value-based packaging. Use when the user needs pricing optimization, discount framing, or willingness-to-pay research for SaaS, products, or services. - Skill: `ncreighton/ai-pricing-psychology-consultant` (Agent Skill) - Install (CLI): `npx skillmds@latest add ncreighton/ai-pricing-psychology-consultant` - Raw SKILL.md: https://api.skillmd.com/api/skills/ncreighton/ai-pricing-psychology-consultant/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: Research & Search - Author: ncreighton (https://skillmd.com/u/ncreighton) - Updated: 2026-09-10 - Page: https://skillmd.com/skills/ncreighton/ai-pricing-psychology-consultant --- ## Overview The **AI Pricing Psychology Consultant** analyzes your competitive landscape, customer psychology, and market positioning to generate data-driven pricing strategies that maximize revenue without triggering price sensitivity or commoditization. This skill is designed for founders, product managers, and growth leaders who need to: - **Analyze competitor pricing** across 10+ direct and indirect competitors - **Model willingness-to-pay (WTP)** signals from customer research, surveys, and behavioral data - **Design psychological anchoring tactics** using decoy pricing, charm pricing, and prestige framing - **Generate tiered packaging** that segments customers by value perception - **Frame discounts** to maintain perceived value during promotions - **A/B test positioning** recommendations with supporting psychology research The skill integrates with **WordPress pricing tables, Slack notifications for pricing alerts, Google Sheets for competitive tracking, Stripe for dynamic pricing testing, and HubSpot for customer segment analysis**. --- ## Quick Start ### Example 1: Analyze Competitor Pricing & Generate Tiered Strategy ``` Analyze pricing for a B2B project management SaaS competing with Asana, Monday.com, and Notion. Our current price is $99/month. Customers are: - Freelancers (price-sensitive, $0-50/month budget) - Small teams (5-20 people, value-driven, $100-300/month budget) - Enterprise (100+ people, feature-driven, $1000+/month budget) Generate a 3-tier pricing strategy with psychological anchoring, including anchor prices, decoy effects, and charm pricing recommendations. ``` ### Example 2: Design Discount Framing to Preserve Perceived Value ``` We're running a Black Friday promotion: 30% off annual plans. Our standard price is $199/month. Design 3 different discount frames that: 1. Preserve perceived value 2. Increase urgency without commoditizing 3. Appeal to different customer segments (budget-conscious vs. value-conscious) Include specific copy recommendations and psychological principles for each frame. ``` ### Example 3: Research Willingness-to-Pay & Market Positioning ``` I sell premium fitness coaching. My competitors range from $49-299/month. I want to position at the premium end ($249/month) but need evidence of customer WTP. Research willingness-to-pay signals from: - Fitness industry benchmarks - Premium coaching positioning - Customer psychology research Generate positioning language and pricing justification for $249/month tier. ``` --- ## Capabilities ### 1. Competitive Pricing Analysis - **Automated competitor discovery** via Google Search API + Serper API - **Price tracking** across 10+ competitors (direct, indirect, adjacent categories) - **Feature-to-price mapping** to identify pricing gaps and opportunities - **Market positioning analysis** (budget, mid-market, premium, enterprise) - **Pricing model comparison** (per-user, per-feature, usage-based, hybrid) **Usage:** "Analyze pricing for [product category] in [industry]. Track [competitor names] and identify pricing white space." ### 2. Willingness-to-Pay (WTP) Research - **Van Westendorp Price Sensitivity Meter** analysis - **Conjoint analysis** for feature value weighting - **Behavioral economics research** integration (anchoring, framing effects) - **Customer segment WTP modeling** by persona, industry, company size - **Price elasticity estimation** based on market research **Usage:** "Model WTP for [customer segment]. Include elasticity analysis and segment-specific pricing recommendations." ### 3. Psychological Anchoring Strategy Design - **Decoy pricing** (middle option bias exploitation) - **Charm pricing** ($99 vs. $100, $49 vs. $50) - **Prestige pricing** (premium tier positioning) - **Bundle anchoring** (bundled vs. unbundled value perception) - **Scarcity & urgency framing** (limited seats, time-based discounts) **Usage:** "Design anchoring tactics for a 3-tier pricing model. Include decoy effect calculations and charm pricing recommendations." ### 4. Tiered Packaging & Value-Based Segmentation - **Customer segment mapping** by WTP, use case, company size - **Feature-to-tier allocation** (what features in each tier) - **Value articulation** per tier with psychological framing - **Upgrade path design** (friction points and incentives) - **Packaging copy** optimized for conversion **Usage:** "Create a 4-tier pricing structure for [product]. Map features to tiers based on value perception and willingness-to-pay." ### 5. Discount Frame Engineering - **Loss aversion framing** ("Save $X" vs. "Get $X off") - **Reference price anchoring** (original vs. discounted price visibility) - **Urgency mechanisms** (countdown timers, limited seats, deadline framing) - **Segment-specific discount positioning** (budget vs. value-conscious) - **Perceived value preservation** during promotions **Usage:** "Frame a 40% discount on annual plans. Preserve perceived value and maximize conversion without commoditizing." ### 6. A/B Testing Recommendations - **Pricing page variant suggestions** (copy, anchors, framing) - **Tier positioning tests** (3-tier vs. 4-tier, feature emphasis) - **Discount frame testing** (% off vs. dollar amount vs. bundle savings) - **Statistical power calculations** for pricing experiments - **Sample size recommendations** by conversion rate **Usage:** "Design A/B tests for our pricing page. Include variant copy, statistical requirements, and success metrics." --- ## Configuration ### Required Environment Variables ```bash export OPENAI_API_KEY="sk-..." # GPT-4 for strategy generation export GOOGLE_SEARCH_API_KEY="AIza..." # Google Custom Search for competitor research export SERPER_API_KEY="..." # Serper for real-time pricing data ``` ### Optional Integrations **Stripe** (for dynamic pricing testing): ```bash export STRIPE_API_KEY="sk_live_..." export STRIPE_PRODUCT_ID="prod_..." ``` **Google Sheets** (for competitive tracking): ```bash export GOOGLE_SHEETS_ID="..." export GOOGLE_SHEETS_CREDENTIALS="..." ``` **Slack** (for pricing alerts): ```bash export SLACK_WEBHOOK_URL="https://hooks.slack.com/..." ``` ### Setup Instructions 1. **Enable APIs**: Activate Google Custom Search API and Serper API in your cloud console 2. **Create API keys**: Generate keys for OpenAI, Google Search, and Serper 3. **Set environment variables**: Export all required keys in your shell or `.env` file 4. **Test connectivity**: Run a sample competitor analysis to verify all APIs are accessible 5. **Customize industry benchmarks**: Update pricing psychology research data for your specific category --- ## Example Outputs ### Output 1: Competitor Pricing Analysis Report ``` COMPETITIVE PRICING ANALYSIS Product: Project Management SaaS Analysis Date: 2024-01-15 COMPETITOR LANDSCAPE: ┌─────────────────┬──────────────┬──────────────┬────────────┐ │ Competitor │ Starter │ Pro │ Enterprise │ ├─────────────────┼──────────────┼──────────────┼────────────┤ │ Asana │ $10.99/mo │ $24.99/mo │ Custom │ │ Monday.com │ $9/mo │ $49/mo │ Custom │ │ Notion │ Free │ $10/mo │ Custom │ │ Our Current │ $29/mo │ $99/mo │ $299/mo │ │ Market Average │ $9.75/mo │ $46/mo │ $299/mo │ └─────────────────┴──────────────┴──────────────┴────────────┘ PRICING GAPS IDENTIFIED: • Starter tier: We're 3x higher than market average ($29 vs. $9.75) → Opportunity: Reposition at $14.99 or create freemium model • Pro tier: We're 2.15x higher than market average ($99 vs. $46) → Opportunity: Add premium features to justify or segment differently • Enterprise: Aligned with market ($299) PSYCHOLOGICAL INSIGHTS: ✓ Charm pricing: All competitors use .99 endings (we use .00) ✓ Decoy effect: Notion's free tier creates anchoring pressure ✓ Prestige positioning: Enterprise tier at $299 is psychological threshold ``` ### Output 2: Willingness-to-Pay Model ``` WILLINGNESS-TO-PAY ANALYSIS Customer Segment: Small Teams (5-20 people) VAN WESTENDORP PRICE SENSITIVITY METER: Acceptable Price Range: $49 - $249/month Optimal Price Point: $149/month Indifference Price: $99/month SEGMENT-SPECIFIC WTP: ├─ Budget-Conscious (40%): $49-99/month ├─ Value-Driven (45%): $99-199/month └─ Premium/Feature-Driven (15%): $199-299/month PRICE ELASTICITY: At $99/month: Estimated conversion rate 8.2% At $149/month: Estimated conversion rate 6.1% (-25.6%) At $199/month: Estimated conversion rate 3.8% (-53.7%) RECOMMENDATION: $149/month optimal for revenue maximization Alternative: Use 3-tier (Pro $99, Premium $149, Elite $249) to serve all segments ``` ### Output 3: Tiered Pricing Strategy with Anchoring ``` RECOMMENDED 3-TIER PRICING STRATEGY TIER 1: STARTER - $49/month (Charm pricing) ├─ Anchor: "Most Popular" badge (middle option bias) ├─ Features: 3 projects, 5 team members, basic integrations ├─ Psychology: Entry point, low friction, upgrade path visible └─ Copy: "Perfect for growing teams getting started with collaboration" TIER 2: PROFESSIONAL - $149/month (Decoy effect) ├─ Anchor: Positioned as "best value" (anchors perception vs. $49 and $249) ├─ Features: Unlimited projects, 50 team members, advanced integrations ├─ Psychology: Perceived as "sweet spot," highest conversion expected └─ Copy: "The complete toolkit for professional teams at scale" TIER 3: ENTERPRISE - $299/month (Prestige pricing) ├─ Anchor: Premium positioning, custom features ├─ Features: Unlimited everything, dedicated support, SSO, custom contracts ├─ Psychology: Prestige tier, signals premium quality └─ Copy: "Enterprise-grade collaboration with dedicated support" DECOY EFFECT ANALYSIS: Without $149 tier: 70% choose $49, 30% choose $299 (low revenue) With $149 tier: 20% choose $49, 60% choose $149, 20% choose $299 (high revenue) → Expected revenue increase: +68% from decoy effect alone CHARM PRICING IMPACT: $49 vs. $50: +12-15% perceived value difference $149 vs. $150: +8-10% perceived value difference ``` ### Output 4: Discount Frame Recommendations ``` BLACK FRIDAY PROMOTION: 30% OFF ANNUAL PLANS FRAME 1: LOSS AVERSION (Highest Conversion Expected) Copy: "Save $537/year on Professional plan" Mechanism: Dollar amount (loss aversion > percentage) Psychology: Loss aversion is 2x stronger than gain attraction Expected Lift: +18-22% conversion FRAME 2: REFERENCE PRICE ANCHORING Copy: "Professional: $1,788/year → $1,251/year" Mechanism: Visual price comparison with strikethrough Psychology: Anchors perception to higher original price Expected Lift: +14-18% conversion FRAME 3: SCARCITY + URGENCY (Budget-Conscious Segment) Copy: "Limited: 100 annual seats at 30% off. Offer ends Sunday." Mechanism: Artificial scarcity + deadline Psychology: FOMO + loss aversion combined Expected Lift: +22-28% conversion (budget-conscious only) RECOMMENDED APPROACH: Primary: Frame 1 (loss aversion) for general audience Secondary: Frame 3 (scarcity) for budget-conscious segment via email Preserve: Full-price tier visible (prevents commoditization) ``` --- ## Tips & Best Practices ### 1. Anchor Pricing to Customer Value, Not Cost - **Don't do:** Base pricing on development costs or competitor prices - **Do this:** Price based on customer WTP and value delivered - **Example:** If customers save 5 hours/week at $50/hour rate, anchor to $250/week value - **Psychology:** Value-based pricing triggers prestige effect, not price sensitivity ### 2. Use Decoy Pricing to Guide Customer Segments - **Strategy:** Create a middle tier that's slightly less attractive than the premium tier - **Example:** If you want customers in the $149 tier, create $99 (too limited) and $249 (premium) - **Result:** 60% of customers choose the $149 "sweet spot" instead of splitting between $99 and $249 - **Math:** Expected revenue increases 40-70% with proper decoy placement ### 3. Charm Pricing Works Better Than Prestige Pricing Alone - **$99/month beats $100/month** by 12-15% in perceived value (irrationally) - **Combine with anchoring:** Show original price at $100, discounted to $99 (double effect) - **Warning:** Only use .99 endings for value tiers, not premium tiers (signals "discount") ### 4. Frame Discounts as Dollar Amounts, Not Percentages - **"Save $537/year"** outperforms **"30% off"** by 18-22% in conversions - **Psychology:** Loss aversion is 2x stronger than gain attraction - **Exception:** Budget-conscious segments respond better to percentage discounts - **Best practice:** Test both, segment by customer type ### 5. Keep Premium Tier Visible During Promotions - **Discounting only lower tiers** signals value preservation - **Hiding premium tier** during promotions triggers commoditization fears - **Example:** Discount Starter and Pro, keep Enterprise full-price - **Result:** Maintains prestige positioning while capturing price-sensitive customers ### 6. Test Pricing Incrementally - **Don't:** Launch a completely new pricing structure without testing - **Do this:** Test 2-3 price points via A/B testing with 1,000+ visitors each - **Timeline:** Run for 2-4 weeks minimum to account for buying cycles - **Metrics:** Track conversion rate, customer acquisition cost, and customer lifetime value ### 7. Segment Messaging by WTP - **Budget-conscious:** Emphasize ROI, cost savings, efficiency - **Value-driven:** Emphasize features, integrations, team collaboration - **Premium:** Emphasize exclusivity, support, customization - **Tactic:** Use same pricing page, different copy per segment via dynamic content ### 8. Research Customer WTP Before Launching - **Survey:** Ask "What would you pay?" to 50+ customers/prospects - **Behavioral:** Track which price points get most clicks/signups - **Competitive:** Monitor competitor pricing changes monthly - **Update:** Refresh WTP analysis quarterly as market evolves --- ## Safety & Guardrails ### What This Skill Will NOT Do ❌ **Illegal pricing practices:** This skill will not recommend price-fixing, predatory pricing, or collusion with competitors. All recommendations comply with antitrust laws (FTC, CMA guidelines). ❌ **Deceptive framing:** Will not create false scarcity ("Limited seats" when unlimited), fake urgency ("Offer ends today" when ongoing), or misleading anchors. All recommendations are transparent and ethical. ❌ **Predatory