The Pain of Payment: Why Going Cashless Quietly Doubles What You'll Spend
In 2001, two MIT researchers ran an auction for Boston Celtics and Red Sox tickets.
Articles exploring pricing through the lens of behavioral science and experimentation. Practical frameworks for growth leaders who measure in revenue, not vanity metrics.
39 articles
In 2001, two MIT researchers ran an auction for Boston Celtics and Red Sox tickets.
In the late 1940s, Chivas Regal was dying. Sam Bronfman doubled the price instead of cutting it — and saved the brand.
In 1996, an American who didn't speak French and didn't drink vodka set out to build the world's most expensive vodka brand.
The standard 3-tier pricing-page playbook — anchor + decoy + "Most Popular" badge — works under specific conditions. Here are the ones that break.
Expert call pricing isn't about your rate — it's about selection frequency in a matching market. Here's the math most people miss.
Pricing experiments are high-stakes and high-reward. Learn the frameworks and safeguards that let you test pricing without damaging trust or revenue.
Anchoring bias shapes how customers perceive price. Learn the behavioral science behind first-number effects and how to apply ethical anchoring to pricing.
How price presentation shapes perceived value and buying decisions. Behavioral economics principles for designing pricing displays that convert.
Use AI for pricing optimization to find your optimal price point. Data-driven pricing strategies that maximize revenue and retention.
Learn how to use AI pricing intelligence tools to decode competitor strategies, track price changes, and make data-driven pricing decisions for your business.
When a buyer lands on your pricing page, the first number they see does more work than most teams admit.
If your pricing page gets more clicks but buyers keep choosing the cheapest plan, you don't have a traffic problem. You have a revenue problem.
If your pricing page gets traffic but revenue stays flat, I wouldn't start with button colors. I'd start with buyer confidence.
Most pricing pages miss the point. They chase more clicks, not better plan mix.
Your pricing page is where product value meets hard math. When I test decoy pricing saas pages, I don't ask whether the third plan looks clever.
Your pricing page is where your nice story meets a credit card. Most teams spend their first cycles on surface edits. I don't.
Low traffic doesn't give me permission to guess on pricing. It forces me to test fewer, sharper things.
More trials can hide a worse business.
A pricing page can raise revenue and still make buyers feel tricked. I see this when a team adds urgency copy, gets a short-term lift, then spends the next…
Most advice on saas pricing page testing assumes I have traffic to spare. If I don't, that advice breaks fast.
Pricing pages rarely fail because the team lacks ideas. They fail because the test mixes too many changes, then celebrates the wrong number.
A pricing page can raise revenue or quietly poison trust. I've seen both happen from changes that looked minor.
The biggest pricing-page mistake I see isn't bad math. It's showing prices with no frame around them.
Most pricing page tests fail for a simple reason: teams treat pricing strategy like math, while buyers treat it like psychological pricing.
Ever watched buyers stare at two plans, then leave? I have, and it's usually not because both plans are bad. It's because the page makes the choice feel hard.
Your pricing page is not where buyers start thinking about price. It's where they compare.
Most pricing page tests die for a simple reason, they chase clicks instead of cash.
We ran 13 pricing page A/B tests with a 15% win rate. Here are the counterintuitive lessons about why pricing psychology fails in practice.
Learn how to test pricing without the ethical and brand risks of showing different prices to different users.
A generous free tier can be the best growth engine in SaaS or the worst anchor on revenue.
Discover how pricing presentation techniques like charm pricing, anchoring, left-digit effects, and payment decoupling shape perceived value and influence…
An analysis of 200 SaaS pricing pages reveals that the highest-converting designs share patterns in tier structure, feature framing, and social proof…
Mental accounting theory by Richard Thaler explains why users categorize money into psychological buckets, and how subscription bundling strategies can…
Precise numbers like $97 feel more deliberate and credible than round figures like $100.
The just-noticeable difference applied to SaaS pricing changes. Understand why percentage-based perception, not absolute amounts, governs how users react to…
Hyperbolic discounting explains why users irrationally prefer smaller monthly payments over cheaper annual plans, and how framing the time preference gap…
Schwartz's paradox of choice reveals why adding more pricing tiers to your SaaS product actually reduces conversion rates, and how understanding maximizers…
A deep analysis of why showing all price points on product cards decreased conversions by 5-10%, and what the paradox of choice teaches us about pricing page design.
A step-by-step, experiment-driven framework to lower CAC by improving acquisition efficiency, fixing funnel leaks, and increasing customer lifetime value.