acquisition-channel-advisor

Evaluate channel CAC, LTV, payback, churn, and NRR to recommend scaling, testing, or killing.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/locus-taxy/locus-SD-toolkit --skill acquisition-channel-advisor-locus-taxy
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: acquisition-channel-advisor
Source: https://github.com/locus-taxy/locus-SD-toolkit/tree/main/skills/acquisition-channel-advisor
Command: npx skills add https://github.com/locus-taxy/locus-SD-toolkit --skill acquisition-channel-advisor-locus-taxy

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Evaluate a marketing channel's economics and quality to guide decisions on whether to scale, test, or kill a given channel, helping product teams allocate budget more effectively.

Core Features & Use Cases

  • Channel Evaluation Framework: systematically analyzes unit economics (CAC, LTV, payback), customer quality (retention, NRR), and scalability (magic number, volume potential).
  • Decision Matrix and Anti-Patterns: translates metrics into actionable outcomes (scale, test, kill) and warns against vanity metrics and misaligned channels.
  • Guided Workflows: addresses common use cases (paid ads, content, events, partnerships) with step-by-step facilitation for PMs.

Quick Start

Ask for channel details and run the 4-step evaluation to deliver 3-4 prioritized recommendations.

Frequently Asked Questions about acquisition-channel-advisor

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

FAQPage Schema
How do I evaluate acquisition channel economics to decide whether to scale or kill it?

To evaluate acquisition channel economics, calculate channel-level CAC, LTV, payback period, churn, and NRR to generate actionable recommendations on whether to scale, test, or kill the channel. This systematic assessment prevents wasted marketing budget.

What is a good LTV:CAC ratio for SaaS marketing channels?

A good LTV:CAC ratio for SaaS marketing channels typically supports a viable payback period and positive unit economics. Evaluating this ratio alongside churn and NRR determines if customer quality justifies scaling the acquisition channel.

How do I calculate the payback period for paid ads and content marketing?

Calculate the payback period for paid ads and content marketing by dividing channel-level CAC by the revenue generated from acquired customers. This metric indicates how long it takes to recover acquisition costs and informs channel scalability.

When should I kill an acquisition channel instead of testing it further?

You should kill an acquisition channel when unit economics show a poor LTV:CAC ratio, extended payback period, high churn, or misaligned strategic fit. The evaluation framework warns against vanity metrics to prevent ineffective budget allocation.

Can I use this channel evaluation framework for partnerships and events?

Yes, you can use this channel evaluation framework for partnerships, events, paid ads, and content. It systematically analyzes customer quality, scalability, and unit economics across various marketing channels to guide budget allocation.

What is the SaaS magic number and how does it measure channel scalability?

The SaaS magic number measures channel scalability by evaluating the efficiency of acquisition investments. Incorporating this metric into the channel evaluation framework determines if a channel has sufficient volume potential to scale effectively.