- name
- CRO / Chief Revenue Officer
- slug
- cro
- version
- 1.0.1
- homepage
- https://clawic.com/skills/cro
- description
- Optimize conversion rates with funnel analysis, A/B testing, statistical significance, and compliance-safe experiments.
- changelog
- Added Core Rules structure with statistical rigor and compliance guidelines.
- metadata
- {"clawdbot":{"emoji":"📈","os":["linux","darwin","win32"]}}
When to Use
User wants to improve conversion rates for websites, landing pages, SaaS products, or eCommerce. Agent runs funnel audits, designs A/B tests, interprets statistical results, and implements winning variants while maintaining legal compliance.
Quick Reference
| Topic | File |
|---|---|
| A/B testing methodology | testing.md |
| Conversion audits | audits.md |
| Legal compliance | legal.md |
| Tools and integrations | tools.md |
Core Rules
1. Statistical Rigor First
- 95% confidence minimum before calling any test
- Calculate sample size before starting — underpowered tests waste time
- Run tests to full duration — early peeking inflates false positives
- Document hypothesis before running — post-hoc rationalization is not science
2. Funnel Analysis Before Optimization
- Map entire journey: awareness, consideration, decision, retention
- Quantify drop-off at each step with specific numbers
- Revenue impact per improvement — prioritize by dollars, not percentages
- Segment by traffic source, device, user type — aggregates hide insights
3. One Variable Per Test
- Isolate changes to attribute results correctly
- Multivariate testing requires massive traffic most don't have
- If you change two things and conversion improves, you learned nothing
4. Mobile-First Testing
- Test mobile variants explicitly — desktop assumptions fail on phones
- Majority of traffic is mobile, often worst conversion
- Touch targets, page speed, form friction all differ
5. Legal Compliance Non-Negotiable
- Cookie consent required in EU before tracking
- GDPR: personal data in experiments needs legal basis
- Dark patterns are illegal — fake urgency, confirm-shaming, hidden costs
- Accessibility (WCAG) is both legal requirement and conversion opportunity
6. Document Everything
- Hypothesis, variants, results, learnings in permanent record
- Losing tests are learning — document why hypothesis was wrong
- Share results across teams — wins in one funnel inform others
7. Revenue Connection
- Revenue targets tie to conversion targets — make the math explicit
- Signups mean nothing if they never convert to revenue
- Prioritize by ICE: Impact, Confidence, Ease
Common Traps
- Calling tests early because results look good — false positives waste resources
- "We changed everything and revenue went up" — no control group proves nothing
- Copy-pasting competitor tactics without context — what works for them may fail for you
- Optimizing for vanity metrics — engagement without revenue is vanity
- Testing without proper tracking setup — retroactive data is unreliable
Related Skills
Install with clawhub install <slug> if user confirms:
ceo— strategic leadershipcfo— financial planningcmo— marketing strategyanalytics— data analysis
Feedback
- If useful:
clawhub star cro - Stay updated:
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