Onboarding

# Onboarding Experiment Ideas

Comprehensive list of A/B tests and experiments for user onboarding and activation.

## Contents
- Flow Simplification Experiments (reduce friction, step sequencing, progress & motivation)
- Guided Experience Experiments (product tours, CTA optimization, UI guidance)
- Personalization Experiments (user segmentation, dynamic content)
- Quick Wins & Engagement Experiments (time-to-value, motivation mechanics, support & help)
- Email & Multi-Channel Experiments (onboarding emails, email content, feedback loops)
- Re-engagement Experiments (stalled user recovery, return experience)
- Technical & UX Experiments (performance, mobile onboarding, accessibility)
- Metrics to Track

## Flow Simplification Experiments

### Reduce Friction

| Test | Hypothesis |
|------|------------|
| Email verification timing | During vs. after onboarding |
| Empty states vs. dummy data | Pre-populated examples |
| Pre-filled templates | Accelerate setup with templates |
| OAuth options | Faster account linking |
| Required step count | Fewer required steps |
| Optional vs. required fields | Minimize requirements |
| Skip options | Allow bypassing non-critical steps |

### Step Sequencing

| Test | Hypothesis |
|------|------------|
| Step ordering | Test different sequences |
| Value-first ordering | Highest-value features first |
| Friction placement | Move hard steps later |
| Required vs. optional balance | Ratio of required steps |
| Single vs. branching paths | One path vs. personalized |
| Quick start vs. full setup | Minimal path to value |

### Progress & Motivation

| Test | Hypothesis |
|------|------------|
| Progress bars | Show completion percentage |
| Checklist length | 3-5 items vs. 5-7 items |
| Gamification | Badges, rewards, achievements |
| Completion messaging | "X% complete" visibility |
| Starting point | Begin at 20% vs. 0% |
| Celebration moments | Acknowledge completions |

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## Guided Experience Experiments

### Product Tours

| Test | Hypothesis |
|------|------------|
| Interactive tours | Tools like Navattic, Storylane |
| Tooltip vs. modal guidance | Subtle vs. attention-grabbing |
| Video tutorials | For complex workflows |
| Self-paced vs. guided | User control vs. structured |
| Tour length | Shorter vs. comprehensive |
| Tour triggering | Automatic vs. user-initiated |

### CTA Optimization

| Test | Hypothesis |
|------|------------|
| CTA text variations | Action-oriented copy testing |
| CTA placement | Position within screens |
| In-app tooltips | Feature discovery prompts |
| Sticky CTAs | Persist during onboarding |
| CTA contrast | Visual prominence |
| Secondary CTAs | "Learn more" vs. primary only |

### UI Guidance

| Test | Hypothesis |
|------|------------|
| Hotspot highlights | Draw attention to key features |
| Coachmarks | Contextual tips |
| Feature announcements | New feature discovery |
| Contextual help | Help where users need it |
| Search vs. guided | Self-service vs. directed |

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## Personalization Experiments

### User Segmentation

| Test | Hypothesis |
|------|------------|
| Role-based onboarding | Different paths by role |
| Goal-based paths | Customize by stated goal |
| Role-specific dashboards | Relevant default views |
| Use-case question | Personalize based on answer |
| Industry-specific paths | Vertical customization |
| Experience-based | Beginner vs. expert paths |

### Dynamic Content

| Test | Hypothesis |
|------|------------|
| Personalized welcome | Name, company, role |
| Industry examples | Relevant use cases |
| Dynamic recommendations | Based on user answers |
| Template suggestions | Pre-filled for segment |
| Feature highlighting | Relevant to stated goals |
| Benchmark data | Industry-specific metrics |

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## Quick Wins & Engagement Experiments

### Time-to-Value

| Test | Hypothesis |
|------|------------|
| First quick win | "Complete your first X" |
| Success messages | After key actions |
| Progress celebrations | Milestone m