solution
Worked Answer: Performance-Critical Lead Funnel
Prompt
Design a performance-critical lead funnel with campaign landing pages, experiments, attribution, analytics, and a lead capture form.
Clarify
Ask:
- What is the primary conversion event?
- Which campaigns, geographies, devices, and networks matter?
- What personalization or experiments are required?
- What attribution accuracy is expected?
- Which third-party scripts are mandatory?
- What consent and privacy requirements apply?
Architecture overview
Rendering strategy
| Surface | Strategy | Reason |
|---|---|---|
| hero/content | static or edge-cached HTML | fastest LCP |
| campaign variants | edge/server assigned | avoids flicker and CLS |
| lead form | small hydrated island | interaction needs validation |
| testimonials/media | deferred/lazy | non-critical content |
| analytics/attribution | consent-aware after critical path | privacy and performance |
Data and state
| State/data | Location |
|---|---|
| campaign/variant | server/edge assignment and event context |
| form fields | form state only until submit |
| consent state | consent manager/policy store |
| attribution signals | first-party measurement where possible |
| lead submission | server mutation with idempotency |
Quality gates
- p75 LCP by campaign/device
- p75 INP for form interaction
- CLS by variant
- critical JavaScript budget
- third-party transfer and main-thread budget
- form duplicate-submit test
- consent and sensitive-field review
Tradeoffs
| Decision | Tradeoff |
|---|---|
| static/edge shell | faster, but personalization needs careful variation |
| first-party collector | more platform work, stronger privacy/control |
| server-side experiments | less flicker, more cache complexity |
| limited vendors | less marketing flexibility, better performance/reliability |
Failure modes
| Failure | Recovery |
|---|---|
| lead API timeout | preserve form, retry with idempotency |
| experiment bad variant | flag rollback to default |
| attribution unavailable | report uncertainty, do not block form |
| third-party script slow | kill switch and budget alert |
| consent denied | essential flow continues without marketing events |
Strong close
I would launch a no-experiment baseline first, verify field Web Vitals and form reliability, then add experiments and attribution behind governed flags. The funnel succeeds only if conversion improves without harming mobile field performance, privacy posture, or form reliability.