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experiments.md
248 lines · skills/cro/references/experiments.md at 88c79f6
1# Page CRO Experiment Ideas
3Comprehensive list of A/B tests and experiments organized by page type.
Page CRO Experiment Ideas
Comprehensive list of A/B tests and experiments organized by page type.
Raw lines 1 to 45## Contents
6- Homepage Experiments (Hero Section, Trust & Social Proof, Features & Content, Navigation & UX)
7- Pricing Page Experiments (Price Presentation, Pricing UX, Objection Handling, Trust Signals)
8- Demo Request Page Experiments (Form Optimization, Page Content, CTA & Routing)
9- Resource/Blog Page Experiments (Content CTAs, Resource Section)
10- Landing Page Experiments (Message Match, Conversion Focus, Page Length)
11- Feature Page Experiments (Feature Presentation, Conversion Path)
12- Cross-Page Experiments (Site-Wide Tests, Navigation Tests)
Contents
- Homepage Experiments (Hero Section, Trust & Social Proof, Features & Content, Navigation & UX)
- Pricing Page Experiments (Price Presentation, Pricing UX, Objection Handling, Trust Signals)
- Demo Request Page Experiments (Form Optimization, Page Content, CTA & Routing)
- Resource/Blog Page Experiments (Content CTAs, Resource Section)
- Landing Page Experiments (Message Match, Conversion Focus, Page Length)
- Feature Page Experiments (Feature Presentation, Conversion Path)
- Cross-Page Experiments (Site-Wide Tests, Navigation Tests)
Homepage Experiments
Raw lines 14 to 1516### Hero Section
18| Test | Hypothesis |
19|------|------------|
20| Headline variations | Specific vs. abstract messaging |
21| Subheadline clarity | Add/refine to support headline |
22| CTA above fold | Include or exclude prominent CTA |
23| Hero visual format | Screenshot vs. GIF vs. illustration vs. video |
24| CTA button color | Test contrast and visibility |
25| CTA button text | "Start Free Trial" vs. "Get Started" vs. "See Demo" |
26| Interactive demo | Engage visitors immediately with product |
Hero Section
| Test | Hypothesis |
|---|---|
| Headline variations | Specific vs. abstract messaging |
| Subheadline clarity | Add/refine to support headline |
| CTA above fold | Include or exclude prominent CTA |
| Hero visual format | Screenshot vs. GIF vs. illustration vs. video |
| CTA button color | Test contrast and visibility |
| CTA button text | "Start Free Trial" vs. "Get Started" vs. "See Demo" |
| Interactive demo | Engage visitors immediately with product |
28### Trust & Social Proof
30| Test | Hypothesis |
31|------|------------|
32| Logo placement | Hero section vs. below fold |
33| Case study in hero | Show results immediately |
34| Trust badges | Add security, compliance, awards |
35| Social proof in headline | "Join 10,000+ teams" messaging |
36| Testimonial placement | Above fold vs. dedicated section |
37| Video testimonials | More engaging than text quotes |
Trust & Social Proof
| Test | Hypothesis |
|---|---|
| Logo placement | Hero section vs. below fold |
| Case study in hero | Show results immediately |
| Trust badges | Add security, compliance, awards |
| Social proof in headline | "Join 10,000+ teams" messaging |
| Testimonial placement | Above fold vs. dedicated section |
| Video testimonials | More engaging than text quotes |
39### Features & Content
41| Test | Hypothesis |
42|------|------------|
43| Feature presentation | Icons + descriptions vs. detailed sections |
44| Section ordering | Move high-value features up |
45| Secondary CTAs | Add/remove throughout page |
46| Benefit vs. feature focus | Lead with outcomes |
47| Comparison section | Show vs. competitors or status quo |
Features & Content
| Test | Hypothesis |
|---|---|
| Feature presentation | Icons + descriptions vs. detailed sections |
| Section ordering | Move high-value features up |
| Secondary CTAs | Add/remove throughout page |
| Benefit vs. feature focus | Lead with outcomes |
| Comparison section | Show vs. competitors or status quo |
49### Navigation & UX
51| Test | Hypothesis |
52|------|------------|
53| Sticky navigation | Persistent nav with CTA |
54| Nav menu order | High-priority items at edges |
55| Nav CTA button | Add prominent button in nav |
56| Support widget | Live chat vs. AI chatbot |
57| Footer optimization | Clearer secondary conversions |
58| Exit intent popup | Capture abandoning visitors |
60---
Navigation & UX
| Test | Hypothesis |
|---|---|
| Sticky navigation | Persistent nav with CTA |
| Nav menu order | High-priority items at edges |
| Nav CTA button | Add prominent button in nav |
| Support widget | Live chat vs. AI chatbot |
| Footer optimization | Clearer secondary conversions |
| Exit intent popup | Capture abandoning visitors |
Raw lines 49 to 61
Pricing Page Experiments
Raw lines 62 to 6364### Price Presentation
66| Test | Hypothesis |
67|------|------------|
68| Annual vs. monthly display | Highlight savings or simplify |
69| Price points | $99 vs. $100 vs. $97 psychology |
70| "Most Popular" badge | Highlight target plan |
71| Number of tiers | 3 vs. 4 vs. 2 visible options |
72| Price anchoring | Order plans to anchor expectations |
73| Custom enterprise tier | Show vs. "Contact Sales" |
Price Presentation
| Test | Hypothesis |
|---|---|
| Annual vs. monthly display | Highlight savings or simplify |
| Price points | $99 vs. $100 vs. $97 psychology |
| "Most Popular" badge | Highlight target plan |
| Number of tiers | 3 vs. 4 vs. 2 visible options |
| Price anchoring | Order plans to anchor expectations |
| Custom enterprise tier | Show vs. "Contact Sales" |
75### Pricing UX
77| Test | Hypothesis |
78|------|------------|
79| Pricing calculator | For usage-based pricing clarity |
80| Guided pricing flow | Multistep wizard vs. comparison table |
81| Feature comparison format | Table vs. expandable sections |
82| Monthly/annual toggle | With savings highlighted |
83| Plan recommendation quiz | Help visitors choose |
84| Checkout flow length | Steps required after plan selection |
Pricing UX
| Test | Hypothesis |
|---|---|
| Pricing calculator | For usage-based pricing clarity |
| Guided pricing flow | Multistep wizard vs. comparison table |
| Feature comparison format | Table vs. expandable sections |
| Monthly/annual toggle | With savings highlighted |
| Plan recommendation quiz | Help visitors choose |
| Checkout flow length | Steps required after plan selection |
86### Objection Handling
88| Test | Hypothesis |
89|------|------------|
90| FAQ section | Address pricing objections |
91| ROI calculator | Demonstrate value vs. cost |
92| Money-back guarantee | Prominent placement |
93| Per-user breakdowns | Clarity for team plans |
94| Feature inclusion clarity | What's in each tier |
95| Competitor comparison | Side-by-side value comparison |
Objection Handling
| Test | Hypothesis |
|---|---|
| FAQ section | Address pricing objections |
| ROI calculator | Demonstrate value vs. cost |
| Money-back guarantee | Prominent placement |
| Per-user breakdowns | Clarity for team plans |
| Feature inclusion clarity | What's in each tier |
| Competitor comparison | Side-by-side value comparison |
97### Trust Signals
99| Test | Hypothesis |
100|------|------------|
101| Value testimonials | Quotes about ROI specifically |
102| Customer logos | Near pricing section |
103| Review scores | G2/Capterra ratings |
104| Case study snippet | Specific pricing/value results |
106---
Trust Signals
| Test | Hypothesis |
|---|---|
| Value testimonials | Quotes about ROI specifically |
| Customer logos | Near pricing section |
| Review scores | G2/Capterra ratings |
| Case study snippet | Specific pricing/value results |
Raw lines 97 to 107
Demo Request Page Experiments
Raw lines 108 to 109110### Form Optimization
112| Test | Hypothesis |
113|------|------------|
114| Field count | Fewer fields, higher completion |
115| Multi-step vs. single | Progress bar encouragement |
116| Form placement | Above fold vs. after content |
117| Phone field | Include vs. exclude |
118| Field enrichment | Hide fields you can auto-fill |
119| Form labels | Inside field vs. above |
Form Optimization
| Test | Hypothesis |
|---|---|
| Field count | Fewer fields, higher completion |
| Multi-step vs. single | Progress bar encouragement |
| Form placement | Above fold vs. after content |
| Phone field | Include vs. exclude |
| Field enrichment | Hide fields you can auto-fill |
| Form labels | Inside field vs. above |
121### Page Content
123| Test | Hypothesis |
124|------|------------|
125| Benefits above form | Reinforce value before ask |
126| Demo preview | Video/GIF showing demo experience |
127| "What You'll Learn" | Set expectations clearly |
128| Testimonials near form | Reduce friction at decision point |
129| FAQ below form | Address common objections |
130| Video vs. text | Format for explaining value |
Page Content
| Test | Hypothesis |
|---|---|
| Benefits above form | Reinforce value before ask |
| Demo preview | Video/GIF showing demo experience |
| "What You'll Learn" | Set expectations clearly |
| Testimonials near form | Reduce friction at decision point |
| FAQ below form | Address common objections |
| Video vs. text | Format for explaining value |
132### CTA & Routing
134| Test | Hypothesis |
135|------|------------|
136| CTA text | "Book Your Demo" vs. "Schedule 15-Min Call" |
137| On-demand option | Instant demo alongside live option |
138| Personalized messaging | Based on visitor data/source |
139| Navigation removal | Reduce page distractions |
140| Calendar integration | Inline booking vs. external link |
141| Qualification routing | Self-serve for some, sales for others |
143---
CTA & Routing
| Test | Hypothesis |
|---|---|
| CTA text | "Book Your Demo" vs. "Schedule 15-Min Call" |
| On-demand option | Instant demo alongside live option |
| Personalized messaging | Based on visitor data/source |
| Navigation removal | Reduce page distractions |
| Calendar integration | Inline booking vs. external link |
| Qualification routing | Self-serve for some, sales for others |
Raw lines 132 to 144
Resource/Blog Page Experiments
Raw lines 145 to 146147### Content CTAs
149| Test | Hypothesis |
150|------|------------|
151| Floating CTAs | Sticky CTA on blog posts |
152| CTA placement | Inline vs. end-of-post only |
153| Reading time display | Estimated reading time |
154| Related resources | End-of-article recommendations |
155| Gated vs. free | Content access strategy |
156| Content upgrades | Specific to article topic |
Content CTAs
| Test | Hypothesis |
|---|---|
| Floating CTAs | Sticky CTA on blog posts |
| CTA placement | Inline vs. end-of-post only |
| Reading time display | Estimated reading time |
| Related resources | End-of-article recommendations |
| Gated vs. free | Content access strategy |
| Content upgrades | Specific to article topic |
158### Resource Section
160| Test | Hypothesis |
161|------|------------|
162| Navigation/filtering | Easier to find relevant content |
163| Search functionality | Find specific resources |
164| Featured resources | Highlight best content |
165| Layout format | Grid vs. list view |
166| Topic bundles | Grouped resources by theme |
167| Download tracking | Gate some, track engagement |
169---
Resource Section
| Test | Hypothesis |
|---|---|
| Navigation/filtering | Easier to find relevant content |
| Search functionality | Find specific resources |
| Featured resources | Highlight best content |
| Layout format | Grid vs. list view |
| Topic bundles | Grouped resources by theme |
| Download tracking | Gate some, track engagement |
Raw lines 158 to 170
Landing Page Experiments
Raw lines 171 to 172173### Message Match
175| Test | Hypothesis |
176|------|------------|
177| Headline matching | Match ad copy exactly |
178| Visual matching | Match ad creative |
179| Offer alignment | Same offer as ad promised |
180| Audience-specific pages | Different pages per segment |
Message Match
| Test | Hypothesis |
|---|---|
| Headline matching | Match ad copy exactly |
| Visual matching | Match ad creative |
| Offer alignment | Same offer as ad promised |
| Audience-specific pages | Different pages per segment |
182### Conversion Focus
184| Test | Hypothesis |
185|------|------------|
186| Navigation removal | Single-focus page |
187| CTA repetition | Multiple CTAs throughout |
188| Form vs. button | Direct capture vs. click-through |
189| Urgency/scarcity | If genuine, test messaging |
190| Social proof density | Amount and placement |
191| Video inclusion | Explain offer with video |
Conversion Focus
| Test | Hypothesis |
|---|---|
| Navigation removal | Single-focus page |
| CTA repetition | Multiple CTAs throughout |
| Form vs. button | Direct capture vs. click-through |
| Urgency/scarcity | If genuine, test messaging |
| Social proof density | Amount and placement |
| Video inclusion | Explain offer with video |
193### Page Length
195| Test | Hypothesis |
196|------|------------|
197| Short vs. long | Quick conversion vs. complete argument |
198| Above-fold only | Minimal scroll required |
199| Section ordering | Most important content first |
200| Footer removal | Eliminate navigation |
202---
Page Length
| Test | Hypothesis |
|---|---|
| Short vs. long | Quick conversion vs. complete argument |
| Above-fold only | Minimal scroll required |
| Section ordering | Most important content first |
| Footer removal | Eliminate navigation |
Raw lines 193 to 203
Feature Page Experiments
Raw lines 204 to 205206### Feature Presentation
208| Test | Hypothesis |
209|------|------------|
210| Demo/screenshot | Show feature in action |
211| Use case examples | How customers use it |
212| Before/after | Impact visualization |
213| Video walkthrough | Feature tour |
214| Interactive demo | Try feature without signup |
Feature Presentation
| Test | Hypothesis |
|---|---|
| Demo/screenshot | Show feature in action |
| Use case examples | How customers use it |
| Before/after | Impact visualization |
| Video walkthrough | Feature tour |
| Interactive demo | Try feature without signup |
216### Conversion Path
218| Test | Hypothesis |
219|------|------------|
220| Trial CTA | Feature-specific trial offer |
221| Related features | Cross-link to other features |
222| Comparison | vs. competitors' version |
223| Pricing mention | Connect to relevant plan |
224| Case study link | Feature-specific success story |
226---
Conversion Path
| Test | Hypothesis |
|---|---|
| Trial CTA | Feature-specific trial offer |
| Related features | Cross-link to other features |
| Comparison | vs. competitors' version |
| Pricing mention | Connect to relevant plan |
| Case study link | Feature-specific success story |
Raw lines 216 to 227
Cross-Page Experiments
Raw lines 228 to 229230### Site-Wide Tests
232| Test | Hypothesis |
233|------|------------|
234| Chat widget | Impact on conversions |
235| Cookie consent UX | Minimize friction |
236| Page load speed | Performance vs. features |
237| Mobile experience | Responsive optimization |
238| Accessibility | Impact on conversion |
239| Personalization | Dynamic content by segment |
Site-Wide Tests
| Test | Hypothesis |
|---|---|
| Chat widget | Impact on conversions |
| Cookie consent UX | Minimize friction |
| Page load speed | Performance vs. features |
| Mobile experience | Responsive optimization |
| Accessibility | Impact on conversion |
| Personalization | Dynamic content by segment |
241### Navigation Tests
243| Test | Hypothesis |
244|------|------------|
245| Menu structure | Information architecture |
246| Search placement | Help visitors find content |
247| CTA in nav | Always-visible conversion path |
248| Breadcrumbs | Navigation clarity |
Navigation Tests
| Test | Hypothesis |
|---|---|
| Menu structure | Information architecture |
| Search placement | Help visitors find content |
| CTA in nav | Always-visible conversion path |
| Breadcrumbs | Navigation clarity |