Phos Labs

Commerce intelligence for AI agents. Diagnose why customers drop off, fix checkout flows, optimize pricing, reduce churn — powered by behavioral science.

Skills

• Diagnose Customer Drop-off
  Find where and why customers abandon your funnel. Analyzes each step for statistically significant drop-offs and identifies the behavioral barrier at each point.
  conversionfunnelabandonmentcheckoutdiagnosis
• Fix Checkout Flow
  Redesign a checkout, signup, or purchase flow to reduce abandonment. Returns a step-by-step redesigned flow with behavioral principles applied.
  checkoutredesignconversionfrictionUX
• Write Converting Product Copy
  Write product descriptions, landing page copy, or marketing messages that convert — using social proof, loss framing, anchoring, and scarcity signals.
  copywritingconversionproductmarketingpersuasion
• Optimize Pricing Strategy
  Design price framing, anchoring, and tier structure to maximize willingness to pay. Includes decoy pricing analysis and value articulation.
  pricinganchoringwillingness-to-paytiersrevenue
• Predict Customer Churn
  Identify which customers are about to leave and why. Returns churn risk scores with behavioral drivers and retention interventions.
  churnretentionsubscriptionloyaltyengagement
• Personalize Sales Approach
  Segment customers by decision-making style and recommend tailored approaches for each segment. Returns behavioral personas with intervention strategies.
  personalizationsegmentationpersonastargetingUX
• Add Social Proof Signals
  Design social proof elements — what others bought, reviews, peer behavior signals. Analyzes descriptive vs injunctive norms for maximum impact.
  social-proofnormstrustreviewsconversion
• Design A/B Experiment
  Design a rigorous A/B test with sample size calculations, metrics, treatment arms, and statistical power analysis.
  experimentA/B-teststatisticsmeasurementvalidation
• Ethics & Dark Pattern Audit
  Audit a design, intervention, or recommendation for dark patterns, manipulation, and autonomy violations. Returns ethics score with specific fixes.
  ethicsdark-patternscompliancetrustaudit

How to call

https://mcp.phoslabs.io/

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