AI AGENT SKILLS

Customer Onboarding Optimizer

一个面向 Security 场景的 Agent 技能。原始说明:Framework to design, audit, and optimize B2B customer onboarding flows, boosting activation, reducing time-to-value, and preventing early churn.

SKILL.md

SKILL.md

Customer Onboarding Optimizer

Structured framework for designing, auditing, and optimizing B2B customer onboarding flows. Reduces time-to-value, increases activation rates, and prevents early churn.

When to Use

  • Designing onboarding for a new product or feature
  • Auditing why activation rates are low
  • Reducing time-to-first-value below industry benchmarks
  • Building onboarding automation with agents

Framework

1. Onboarding Health Score (0-100)

Score each dimension:

| Dimension | Weight | What to Measure |
|-----------|--------|----------------|
| Time-to-first-value | 25% | Days from signup to first meaningful outcome |
| Activation rate | 20% | % of signups completing core action within 7 days |
| Setup completion | 15% | % completing all onboarding steps |
| Support ticket rate | 15% | Tickets per new user in first 30 days (lower = better) |
| Day-30 retention | 15% | % still active at day 30 |
| NPS at day 14 | 10% | Net Promoter Score from onboarding survey |

Scoring:

  • 80-100: Elite (top 10% of B2B SaaS)
  • 60-79: Competitive
  • 40-59: Leaking revenue — fix within 30 days
  • Below 40: Emergency — onboarding is killing growth

2026 Benchmarks (B2B SaaS):

  • Median time-to-first-value: 4.2 days
  • Top quartile activation rate: 68%
  • Median Day-30 retention: 72%
  • Support tickets per new user (first 30 days): 2.1

2. Onboarding Stage Map

Design onboarding in 5 stages:

Stage 1: Welcome (Minutes 0-5)

  • Personalized welcome based on signup data
  • Set expectations: what they will accomplish today
  • Single clear CTA — not a tour, not a video, an ACTION

Stage 2: Quick Win (Minutes 5-30)

  • Guide user to ONE meaningful outcome
  • Pre-populate with sample data if possible
  • Celebrate completion (dopamine hit matters)

Stage 3: Core Setup (Days 1-3)

  • Integrations, team invites, data import
  • Progress bar showing completion %
  • Automated nudges for incomplete steps (email + in-app)

Stage 4: Habit Formation (Days 3-14)

  • Daily/weekly triggers tied to their workflow
  • Show value metrics ("You saved 3.2 hours this week")
  • Introduce advanced features gradually

Stage 5: Expansion (Days 14-30)

  • Cross-sell / upsell based on usage patterns
  • Team expansion prompts
  • Success milestone celebration + case study request

3. Onboarding Automation Map

| Task | Automate? | Agent Capability |
|------|-----------|-----------------|
| Welcome email sequence | Yes — fully | Personalized based on company size, industry, role |
| Account setup checklist | Yes — fully | Track completion, send reminders |
| Integration assistance | Partial | Agent handles common integrations, escalate edge cases |
| Data migration | Partial | Agent runs migration scripts, human validates |
| Training / walkthrough | Yes — fully | Interactive agent-guided tours |
| Check-in calls | Partial | Agent schedules, human conducts for enterprise |
| Health score monitoring | Yes — fully | Daily scoring, alert on drops |

4. Churn Risk Signals (First 30 Days)

Flag immediately if:

  • [ ] No login within 48 hours of signup
  • [ ] Setup incomplete after 5 days
  • [ ] Zero core actions in first 7 days
  • [ ] Support ticket within first 24 hours (bad UX signal)
  • [ ] Team invite sent but not accepted after 3 days
  • [ ] Usage declining week-over-week in first month
  • [ ] NPS response below 6

5. Onboarding Cost Framework

| Company Stage | Monthly New Users | Onboarding Cost/User | Automation Target |
|--------------|-------------------|---------------------|-------------------|
| Early (0-100 users) | 10-30 | $150-$300 (high-touch) | 40% automated |
| Growth (100-1K) | 50-200 | $50-$150 (guided) | 70% automated |
| Scale (1K-10K) | 200-2K | $15-$50 (self-serve + agent) | 90% automated |
| Enterprise (10K+) | 1K+ | $5-$20 (fully automated) | 95% automated |

6. Email Sequence Template

Day 0: Welcome + quick win CTA
Day 1: "Did you try [core feature]?" + 1-click deep link
Day 3: Setup completion reminder (if incomplete)
Day 5: Value proof ("Companies like yours saved $X")
Day 7: Feature spotlight (based on usage)
Day 14: NPS survey + expansion offer
Day 21: Case study request (if active) OR re-engagement (if inactive)
Day 30: Renewal/upgrade prompt + ROI summary

7. Industry Adjustments

| Industry | Key Onboarding Challenge | Recommended Focus |
|----------|------------------------|-------------------|
| SaaS | Feature overload | Single quick win, progressive disclosure |
| Fintech | Compliance requirements | KYC/AML flow optimization, parallel processing |
| Healthcare | Integration complexity | Pre-built EHR connectors, dedicated migration support |
| Legal | Data sensitivity | Security walkthrough first, then value demo |
| E-commerce | Time pressure | Same-day value delivery, pre-configured templates |
| Construction | Low tech literacy | Mobile-first, video tutorials, phone support option |
| Real Estate | Seasonal urgency | Fast setup for listing season, batch import |
| Recruitment | Data migration volume | Bulk candidate import, ATS integration priority |
| Manufacturing | Multi-stakeholder | Role-based onboarding paths, champion enablement |
| Professional Services | Customization needs | Template library, white-label setup |

Output Format

Deliver results as:

  1. Onboarding Health Score (current state)
  2. Stage-by-stage gap analysis
  3. Top 3 quick fixes (implement this week)
  4. 30-day optimization roadmap
  5. Automation opportunities with ROI estimates

Resources