Funnel

Identify conversion bottlenecks and generate prioritized test variants from funnel data.

129|71|Updated Mar 26, 2026
One-click install
npx skills add https://github.com/yomidenzel/BOS --skill funnel
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Funnel
Source: https://github.com/yomidenzel/BOS/tree/main/.claude/skills/funnel
Command: npx skills add https://github.com/yomidenzel/BOS --skill funnel

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Optimizes the conversion funnel when traffic and offer hypotheses are already validated, focusing on diagnosing and fixing final conversion bottlenecks rather than chasing volume or PMF.

Core Features & Use Cases

  • Data-driven funnel analysis: map each step from traffic to post-purchase and identify the largest drop-off.
  • Variant generation and testing: BOS proposes 2-3 testable copy/structure variants for the primary levers and tracks results.
  • Structured action plan: creates prioritized recommendations with measurable success criteria and a plan for minimal viable tests.

Quick Start

Analyze your current funnel data to identify the largest drop-off and implement one measurable improvement with BOS.

Frequently Asked Questions about Funnel

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I identify and fix conversion funnel drop-off using data?

Funnel conversion bottlenecks are resolved by mapping each step from traffic to post-purchase to locate the largest drop-off, then applying single-lever changes guided by structured metrics and benchmarks to generate prioritized recommendations and test variants.

What is the best way to analyze conversion bottlenecks when traffic is sufficient?

Analyzing conversion bottlenecks with sufficient traffic requires data-driven funnel analysis to isolate where conversion fails, focusing on the funnel phase rather than chasing volume or product-market fit. It produces 2-3 testable variants and a structured action plan with measurable success criteria.

Do I need validated product-market fit before optimizing funnel conversions?

Yes, you need validated product-market fit before optimizing funnel conversions. This process applies specifically when traffic is sufficient and the offer is validated, with PMF issues ruled out, ensuring the focus remains strictly on diagnosing and fixing final conversion drop-off.

How do I generate test variants to improve conversion drop-off?

To generate test variants for conversion drop-off, use the diagnosed funnel data to create 2-3 testable copy and structure variants for the primary levers. This yields a structured action plan with prioritized recommendations, measurable success criteria, and a plan for minimal viable tests.

Why does my conversion funnel fail at the final purchase step despite high traffic?

Conversion funnels fail at the final purchase step despite high traffic due to undiagnosed conversion bottlenecks in the funnel phase. Data-driven analysis identifies the largest drop-off point and returns prioritized recommendations and test variants to resolve the specific failing lever.