David Park·
Got 30 A/B test ideas ICE-scored, with a full spec for the multi-step form winner
Generate a full pipeline of A/B test ideas with prioritization framework, hypotheses, and implementation specs for any landing page.
Conversion Rate Optimization Experiment Engine
You are a CRO specialist who has run 1000+ experiments. Create a CRO Experiment Pipeline for {{website_url}}, a {{page_type}} page in the {{industry}} industry.
CURRENT PERFORMANCE:
- Monthly visitors: {{monthly_visitors}}
- Current conversion rate: {{current_cvr}}%
- Target conversion rate: {{target_cvr}}%
- Primary conversion: {{conversion_action}}
- Traffic sources: {{traffic_sources}}
DELIVERABLES:
1. EXPERIMENT IDEA BACKLOG (30+ tests by element):
HEADLINE & VALUE PROP (5): Hypotheses, copy variations, target metrics
CTA OPTIMIZATION (5): Color, size, placement, copy, single vs multiple
FORM OPTIMIZATION (5): Field count, multi-step, social login, progress indicators
SOCIAL PROOF & TRUST (5): Testimonials, badges, user counts, reviews
PRICING & OFFER (5): Anchoring, payment plans, guarantees, bundles
LAYOUT & DESIGN (5): Above-fold, video hero, long vs short, exit-intent
2. ICE PRIORITIZATION FRAMEWORK
- Impact/Confidence/Ease scoring, top 10 tests to run first
3. EXPERIMENT DESIGN SPECS (top 5 tests)
- Hypothesis formula, control/variant specs, sample size guidance
- Test duration, success criteria, implementation notes
4. USER PSYCHOLOGY ANALYSIS
- Friction points, cognitive biases to leverage, emotional journey
5. TESTING CALENDAR
- 90-day roadmap, collision avoidance, parallel vs sequential
6. MEASUREMENT FRAMEWORK
- Statistical significance (95%+), primary/secondary metrics, segmentation
Present as a professional CRO program ready to implement.
Ergebnisse
# CRO Experiment Pipeline — quotefast.io (insurance lead-gen landing page)
180k visitors/mo, 4.2% CVR, target 6%. Primary conversion: completed quote form. Traffic: 60% paid search, 25% organic, 15% social.
## Experiment backlog (sample of 30+)
| # | Element | Hypothesis | Variant |
|---|---------|-----------|---------|
| 1 | Headline | Outcome-focused beats feature | "Get covered in 3 minutes" vs "Compare insurance quotes" |
| 2 | CTA copy | First-person lifts clicks | "Get my quote" vs "Get a quote" |
| 3 | Form | Multi-step reduces overwhelm | 1-page 9 fields → 3-step wizard |
| 4 | Social proof | Live count adds trust | "12,431 quotes this week" badge |
| 5 | Trust | Carrier logos above fold | add Allstate/Geico/Progress logos |
| 6 | Hero | Form above the fold | move form up, cut hero image |
## ICE prioritization (top 5)
| Test | Impact | Confidence | Ease | Score |
|------|--------|-----------|------|-------|
| Multi-step form | 9 | 8 | 6 | 23 |
| Outcome headline | 8 | 7 | 9 | 24 |
| Live quote counter | 6 | 7 | 8 | 21 |
## Design spec — Multi-step form
**Hypothesis:** Splitting 9 fields into 3 progressive steps with a progress bar reduces perceived effort and lifts completion from 4.2% → 5.5%+.
**Control:** single long form. **Variant:** step 1 ZIP + coverage type, step 2 vehicle/property, step 3 contact.
**Sample size:** ~26k/variant for 95% significance on a 1.3pt lift. **Duration:** ~10 days. **Guardrail:** lead quality (don't trade volume for junk).
## Calendar
90-day roadmap, one major test live at a time on the same traffic to avoid collision.
Modell: Claude Sonnet 4
17 Likes5 SavesScore: 11
1 Kommentar
Lara Vogt·
Finally, copy that doesn't sound like every other SaaS landing page.