Consulting Methodology & Blueprint

The 4-Stage Funnel Diagnostic Framework

How Sense Harbor Core audits, deconstructs, and eliminates conversion drop-offs in production mobile and web applications.

Forensic Telemetry Inspection vs. Superficial UI Reviews

Most conversion optimization consultants rely on speculative UX heuristics without verifying underlying event payloads. At Sense Harbor Core, we operate under a strict technical premise: you cannot fix a product funnel if your underlying telemetry is misconfigured or dropping data.

Quantitative Data Integrity

Auditing client SDK dispatchers, event race conditions, schema drift, and network payload timeouts before analyzing behavioral patterns.

Step-Level Behavioral Root Cause

Mapping micro-actions, validation errors, state switches, and friction thresholds within each discrete screen transition.

STAGE 01 INSTRUMENTATION AUDIT

1. Telemetry Verification & Schema Hygiene

We inspect your analytics implementation across iOS, Android, and Web clients to detect duplicate dispatchers, missing user properties, and unhandled offline queue drops.

Key Inspection Checklist:
  • Event property naming consistency and type uniformity
  • Client SDK asynchronous flushing behavior under poor network conditions
  • Identification of untracked error boundaries and validation toast dismissals
STAGE 02 FLOW DECONSTRUCTION

2. Granular Micro-Funnel Mapping

Instead of viewing a conversion funnel as a simple 3-step sequence, we deconstruct every micro-interaction: field focus, autocomplete engagement, keyboard dismissals, biometric prompts, and back navigation.

Key Inspection Checklist:
  • Screen-by-screen time-to-complete variance analysis
  • Loopback and retry frequency on authentication and KYC steps
  • Drop-off correlation with screen height, keyboard occlusion, and device viewport
STAGE 03 COHORT ISOLATION

3. Cross-Cohort & Segmentation Diagnostics

We isolate whether drop-offs are systemic across your entire user base or localized to specific operating systems, acquisition sources, geographic regions, or device hardware tiers.

Key Inspection Checklist:
  • OS version and native permission prompt acceptance variance
  • Organic vs. paid acquisition intent drop-off curves
  • First-run vs. returning user path divergence
STAGE 04 ENGINEERING HANDOVER

4. Actionable Remediation Specifications

We translate diagnostic findings into prioritized engineering tickets, revised event taxonomy dictionaries, and modified wireframe flows ready for sprint implementation.

Key Handover Artifacts:
  • Executive Diagnostic Summary (PDF / Markdown)
  • Jira/Linear-ready technical remediation specs with error payloads
  • Standardized Event Taxonomy Specification (JSON / YAML format)
Ready for Deep-Dive Analysis?

Apply Our Framework to Your Product Funnel

Schedule a diagnostic scoping call with our analytics director to evaluate your app's telemetry setup and drop-off symptoms.

Submit Funnel Audit Brief Review Engagement Rates