acquisition-channel-advisor
by deanpetersacquisition-channel-advisor helps you decide whether to scale, test, or kill an acquisition channel using CAC, LTV, payback, retention, NRR, and scalability signals. Built for Strategic Planning and channel comparison when you need a finance-backed read instead of a generic growth brainstorm.
This skill scores 78/100, which means it is a solid listing candidate for Agent Skills Finder. Directory users can reasonably expect a real, install-worthy workflow for evaluating acquisition channels with financial and growth metrics, though they should note that the repository appears to rely on a single SKILL.md plus an example flow rather than supporting code or reference files.
- Clear triggerability: the frontmatter explicitly says when to use it, including scale/test/kill decisions for acquisition channels.
- Strong operational scope: it names concrete evaluation inputs such as CAC, LTV, payback, retention, NRR, magic number, and volume potential.
- Helpful progressive disclosure: the included conversation-flow example shows how an agent should gather context and work through a channel review.
- No scripts, references, or rules files are provided, so execution depends mainly on the markdown instructions.
- The repository includes an experimental/test signal, so users should expect a skill that is useful but not heavily hardened by supporting assets.
Overview of acquisition-channel-advisor skill
acquisition-channel-advisor is a decision-support skill for evaluating whether an acquisition channel should be scaled, tested further, or killed. It is built for product managers, growth leads, and founders who need a finance-backed read on channel quality, not a generic brainstorm. If you are using acquisition-channel-advisor for Strategic Planning, the real job is to compare channels on unit economics, customer quality, and scalability so you can allocate budget with less guesswork.
The acquisition-channel-advisor skill is most useful when a channel is producing results but the next move is unclear. It helps you answer questions like: Is CAC acceptable? Are these customers sticky enough? Can this channel absorb more spend without collapsing efficiency?
What acquisition-channel-advisor evaluates
The skill centers on three signals: CAC, LTV, and payback; retention and NRR as customer quality checks; and scalability indicators such as volume potential and the magic number. That makes it stronger than a simple channel scorecard because it connects acquisition efficiency to downstream revenue quality.
Best-fit use cases
Use acquisition-channel-advisor when you are comparing paid, outbound, content, partner, event, or referral channels and need a single recommendation. It is especially relevant when leadership asks whether to scale a channel that “feels promising” but lacks clear economics.
When it is not the right fit
Do not use it as a full growth strategy framework or for brand-only decisions where conversion and payback are not the main constraints. If the problem is positioning, message-market fit, or channel creation from scratch, you will need broader planning inputs than this skill expects.
How to Use acquisition-channel-advisor skill
Install and inspect the skill files
Install the acquisition-channel-advisor skill with npx skills add deanpeters/Product-Manager-Skills --skill acquisition-channel-advisor. After install, read SKILL.md first, then review examples/conversation-flow.md to see the expected interaction pattern. Because this repository is light on supporting folders, the example file is the fastest way to understand how the skill wants data delivered.
Give the skill decision-grade inputs
For acquisition-channel-advisor usage, do not ask only “Is this channel good?” Provide the channel, time window, spend, customers acquired, CAC if known, retention or NRR if available, LTV or proxy assumptions, and the scale target. A strong prompt sounds like this: “Evaluate paid LinkedIn ads for enterprise leads over the last 90 days. Spend is $28K/month, CAC is $1,150, payback is 14 months, NRR is 96%, and we want to know whether to scale, test, or cut.”
Use a structured prompt flow
The best acquisition-channel-advisor guide pattern is: name the channel, give the metric set, state the decision needed, and flag missing data. If numbers are incomplete, say which are estimates and which are hard facts. That helps the skill separate a confident scale decision from a “test more” recommendation instead of overcommitting on weak data.
Read the outputs for decision quality
Expect the skill to produce a channel-level judgment, the reason behind it, and the main risk to verify before acting. The most useful output is not a generic “good/bad” answer; it is a tradeoff read such as “efficient CAC but weak retention, so test with tighter qualification before scaling.” Use that to brief finance, growth, and leadership together.
acquisition-channel-advisor skill FAQ
Is acquisition-channel-advisor only for product managers?
No. The acquisition-channel-advisor skill is useful for founders, growth marketers, operators, and PMs who need a practical scale/test/kill decision. It is most valuable when someone owns budget allocation and wants a shared framework for the discussion.
How is this different from a normal prompt?
A normal prompt can ask for advice, but acquisition-channel-advisor adds a repeatable evaluation lens: unit economics, customer quality, and scalability. That structure reduces the chance of getting an answer that overweights vanity metrics or ignores payback and retention.
Is acquisition-channel-advisor beginner friendly?
Yes, as long as you can provide rough estimates. You do not need perfect attribution to get value, but the better your spend, acquisition, and retention inputs, the more reliable the recommendation will be. Beginners usually struggle most when they omit time frame or mix blended and channel-specific metrics.
When should I avoid using it?
Avoid it when you need a full go-to-market strategy, brand strategy, or messaging workstream. Also avoid it if the channel is too new to measure or if you cannot distinguish channel-specific performance from blended performance across all acquisition sources.
How to Improve acquisition-channel-advisor skill
Improve the data you feed it
The biggest quality gains come from clearer channel data, not longer prompts. Include monthly spend, customers acquired, CAC, payback period, retention curve, NRR, and a realistic scale ceiling. If you are using acquisition-channel-advisor for Strategic Planning, specify whether the channel is meant to optimize efficiency, volume, or enterprise quality, because those goals change the recommendation.
State the decision threshold upfront
Tell the skill what “scale” means in your company. For example: “Scale if CAC payback is under 12 months and the channel can add 20% more volume without hurting quality.” This prevents vague output and makes the recommendation easier to act on.
Watch for common failure modes
The most common mistake is mixing blended economics with channel-specific economics and treating them as equivalent. Another is asking the skill to bless a channel that has good CAC but weak retention. If the first answer feels too optimistic, rerun it with stricter inputs, a narrower time window, or a more explicit comparison against your best channel.
Iterate with a second-pass comparison
The best acquisition-channel-advisor usage is comparative. After the first output, ask it to rank two or three channels side by side using the same assumptions and decision criteria. That forces a cleaner Strategic Planning read and usually reveals whether the issue is channel quality, scale constraints, or bad measurement.