conversion（conversion 搜索）

Conversion Rate Optimization

Every page has one job. If you can't name it, the page is broken. This skill helps you find where users drop off and fix it.

Core Principles

• Friction is the enemy. Every field, click, and decision point costs conversions.
• Don't guess — measure. But don't measure everything — measure what drives revenue.
• Social proof is the most underused conversion lever in SaaS.
• Speed is a feature. Every 100ms of load time costs ~1% conversion.
• The best optimization is often removal, not addition.

Finding Your Biggest Bottleneck

Before optimizing, find where users actually drop off.

Step 1: Map Your Funnel

Typical SaaS funnel:
  Landing page visit → Signup page viewed → Account created →
  Onboarding started → Key action completed → Returned next week →
  Upgrade page viewed → Subscription created

Step 2: Measure Drop-Off

Tell AI:

Analyze our conversion funnel:
- Pull the number of users at each step: [list your funnel steps]
- Calculate the drop-off % between each step
- Identify the step with the biggest drop-off — that's our priority
- Show results in a table: Step | Users | Drop-off %

If you don't have analytics yet: Set them up first (see analytics-instrumentation skill). In the meantime, track manually: count signups, count activations, count paying customers. Even rough numbers reveal the biggest leak.

Step 3: Diagnose Why

For the biggest drop-off, evaluate the page/flow using this framework:

1. CLARITY: Does the user know what to do and why?
2. MOTIVATION: Is the value of completing this step obvious?
3. FRICTION: What's making this harder than it needs to be?
4. ANXIETY: What fears or objections might stall the user?
5. DISTRACTION: What elements compete with the primary action?

Signup & Registration

• Minimize fields. Email + password is ideal. Email-only or SSO is even better.
• Defer everything else to onboarding (company name, role, team size).
• Show password requirements before the user types, not after they fail.
• Social login (Google, GitHub) should be visually prominent if your audience uses them.
• Post-signup, go DIRECTLY to value — not a "check your email" dead end.

Tell AI:

Simplify our signup flow:
- Reduce to email + password (or email-only with magic link)
- Add Google Sign-In as the most prominent option
- After signup, redirect directly to onboarding (not "check your email")
- Defer all profile questions (name, company, role) to later

Pricing Page Optimization

• Always include a recommended/highlighted tier.
• Show annual pricing by default with monthly as a toggle.
• Use price anchoring: show the most expensive plan first or feature the mid-tier.
• "Free forever" converts better than "free trial" for hesitators.
• Add FAQ section: "Can I cancel anytime?", "What happens to my data?", "Is there a setup fee?"

Tell AI:

Optimize our pricing page:
- Highlight the recommended tier with a visual badge ("Most Popular")
- Default to annual pricing (show monthly as toggle)
- Add a comparison table showing features by tier
- Add FAQ section below pricing addressing common objections
- Add social proof near the CTA: "[X] teams already use [Product]"

Trial-to-Paid Conversion

• Reverse trial: Give full access, then downgrade — users feel loss aversion.
• Show usage vs. plan limits: "You've used 847 of 1,000 API calls this month."
• Trigger upgrade prompts at the moment of value, not on a timer.
• Frame limits as growth: "Your team is growing! Upgrade to add unlimited members."

Tell AI:

Improve trial-to-paid conversion:
- Show usage meters on the dashboard: "X of Y [resource] used"
- When user hits 80% of a limit, show a gentle prompt: "You're growing! Upgrade for unlimited [resource]"
- 3 days before trial ends, show banner: "Your trial ends [date]. Keep everything by upgrading."
- After trial ends, downgrade features but keep their data intact

Form Optimization

• Multi-step forms convert 20-40% better than single long forms.
• Show progress: "Step 2 of 3"
• Start with easy/engaging questions (not name/email).
• Use smart defaults: pre-select the most common option.
• Inline validation on blur. Show checkmarks for completed fields.

Tell AI:

Convert our [signup/onboarding] form to multi-step:
- Step 1: The easiest, most engaging question
- Step 2: The information we need to deliver value
- Step 3: Account details (email, password)
- Add progress indicator ("Step 2 of 3")
- Validate inline on blur with green checkmarks
- Use appropriate input types (email, tel, number) for mobile keyboards

Behavioral Triggers

Tell AI:

Add social proof and behavioral triggers to our [signup/pricing/landing] page:
- Add a live counter or recent activity: "[X] teams signed up this month"
- Add testimonial quotes near the CTA
- Add trust badges near payment forms (SSL, money-back guarantee)
- Frame the CTA as low-commitment: "Start free — no credit card required"

A/B Testing (Simple Version)

You don't need complex testing infrastructure. Here's the bootstrapped founder approach:

When to A/B Test

• You have at least 100 users/week going through the flow
• You have a specific hypothesis, not just "let's try something different"
• The change is significant enough to matter (button color doesn't matter; headline copy does)

How to Run a Test

Tell AI:

Set up a simple A/B test:
- Create a feature flag that splits users 50/50
- Variant A: [current version]
- Variant B: [proposed change]
- Track [conversion event] for both variants
- Run until we have 100+ users per variant (or 2 weeks, whichever is longer)
- Show me the conversion rate for each variant

Reading Results

• >20% difference: Likely real. Ship the winner.
• 5-20% difference: Might be real. Run longer or test with more users.
• <5% difference: Probably noise. Either change doesn't matter or your test needs more volume.

Rule: Don't peek at results daily and stop early. Set a duration and stick to it.

What to Measure

Common Mistakes

Related Skills

• growth — PLG strategy, activation, and viral loops
• landing-page — Build and optimize the pages driving conversions
• pricing — Pricing page optimization and tier design
• analytics — Track funnel metrics and measure experiments
• copywriting — Write CTAs and headlines that convert