← All Articles

The Science of Proof: Social Proof That Lifts Conversions

Proof isn’t decoration. Use specific, recent, and relevant proof to reduce risk and increase conversions. Get actionable insights today.

By Artisan Strategies

The Science of Proof: Social Proof That Lifts Conversions

Get Our Free Tools

Access our free CRO audit checklist and growth tools.

Get Started

Buyers look for evidence, not adjectives. Give them the right kind.

What Works

  • Specific metrics (before/after), named brands
  • Freshness (≤ 18 months) and segment match
  • Visual proof (screens, dashboards) where allowed

Where to Place It

  • Near objections (pricing, security, migration)
  • Within flows (checkout, onboarding, integration)

How to Write It

  • Problem → solution → measurable outcome
  • Quote from the economic buyer or user

Build a Proof Pipeline

  • Flag expansion events for proof outreach
  • Offer review drafts and data validation steps

Conclusion

Make proof work like a product feature: discoverable, credible, and relevant.

Services

Related reading

Useful tools & services

Frequently Asked Questions

What are the most important SaaS metrics to track?

The most critical SaaS metrics are: 1) Monthly Recurring Revenue (MRR), 2) Customer Acquisition Cost (CAC), 3) Customer Lifetime Value (LTV), 4) Churn Rate, 5) Net Revenue Retention (NRR), 6) Customer Activation Rate, and 7) Trial-to-Paid Conversion Rate. These metrics together provide a complete picture of your SaaS business health and growth trajectory.

For more details, see our article on SaaS User Onboarding Optimization: Complete Guide to 42% Higher Activation.

What is a good SaaS churn rate?

A good monthly churn rate for SaaS companies is below 5% for B2C and below 2% for B2B/enterprise. Annual churn rates should be under 10% for B2B SaaS. However, the target varies by business model - early-stage startups may have higher churn while optimizing product-market fit, while established companies should aim for under 5% annual churn.

Check out our comprehensive guide: Conversion Rate Optimization Case Studies (2025).

How do you calculate customer lifetime value (LTV)?

Calculate LTV by dividing Average Revenue Per Account (ARPA) by your churn rate. For example: $100 monthly ARPA / 5% monthly churn = $2,000 LTV. Alternatively, use: (Monthly ARPA × Gross Margin %) / Monthly Churn Rate. A healthy SaaS business should have an LTV:CAC ratio of at least 3:1, meaning customer lifetime value is 3x your acquisition cost.

Check out our comprehensive guide: 7 Customer Activation Metrics Every SaaS Must Track.

What is customer activation in SaaS?

Customer activation is the moment when a new user experiences the core value of your product for the first time - the 'aha moment.' This might be creating their first project, inviting team members, or completing a key workflow. Activation is a leading indicator of retention: users who activate are far more likely to become paying customers and stay long-term.

Related: How to Build a SaaS Pricing Strategy That Converts.