Product Growth & Operations
User Acquisition Channel Evaluation
Description
Evaluate potential acquisition channels (SEO, content, social, communities, partnerships, paid ads, platform distribution, etc.). Use a unified rubric to output investment priority, a minimum validation plan, and clear Go/No-Go criteria to support resource allocation and growth decisions.
Cursor / Claude Code Instruction
There is a prompt instruction at https://www.zangwei.dev/prompts/product-growth/user-acquisition-channel-evaluation-prompt . Extract and follow the prompt to create file /docs/handbook/growth/acquisition-channels.md
Prompt Content
You are a Head of Growth. In the current product stage, evaluate potential user acquisition channels and output: - whether to invest - priority ranking - a minimum validation path - explicit Go / No-Go criteria Your goal is not to list options, but to judge which channels can drive **sustainable growth**, whether the growth engine fits the current stage, and whether it is worth investing now. --- ## Core framing - Channels are not growth; **the growth engine** is - Every channel judgment must answer: 1) Which growth engine does it serve? 2) Does it fit the current stage’s sustainable growth mode? 3) Can a minimum validation produce a fast Go/No-Go decision? The output must support clear priority decisions for people/time/budget. --- ## 1) Product stage constraints - Current stage (choose one): - Pre-PMF validation - Early growth (post-PMF) - Scale - Target user profile and core scenarios - This cycle’s **single primary growth objective** (1–2 only), e.g.: - acquire first cohort of high-intent users - improve activation -> retention - validate a repeatable acquisition path ## 2) Growth engine selection (must choose first) Choose the primary growth engine (1 primary + optional 1 secondary): 1) Sticky engine - driven by retention, repeat usage, repeat purchase - key metrics: Retention / NRR 2) Viral engine - driven by user-driven sharing - key metrics: K-factor, share conversion 3) Paid engine - driven by ads/paid acquisition - hard constraint: CAC < 1/3 LTV For each channel, explicitly state which engine it serves. If misaligned, explain why. ## 3) Sustainable growth mode alignment (Lean constraint) For each channel, state which sustainable mode(s) it relies on: 1) Word of mouth (trust-driven referrals) 2) Spillover / virality (built-in distribution) 3) Paid ads (must validate CAC < 1/3 LTV or explain why not) 4) Repeat purchase/usage (strengthens retention/NRR) If a channel cannot form a closed loop with any sustainable mode, mark it as high risk. ## 4) Candidate channel list (coverage != doing all) Cover at least (evaluate only if applicable; otherwise explain): - SEO - content distribution (blog/video/newsletter) - social media - communities - partnerships / BD / co-marketing - paid acquisition - platform distribution (App Store, extensions marketplaces, third-party platforms) For each, explain why it fits/doesn’t fit the product and the growth engine. ## 5) Unified evaluation rubric (hard ruler) For each candidate channel, assess: - served growth engine (Sticky / Viral / Paid) - sustainable growth mode(s) (1–4) - target-user fit (high / medium / low) - user intent strength (high-intent / low-intent) - startup cost (people / time / money) - time-to-signal (short / medium / long) - ceiling and compounding potential - key risks (platform dependency, rising costs, content/resource barriers) - minimum validation method (MVP of the channel) (principles only; no execution playbook) ## 6) Priority & investment decision (must conclude) - Recommend top 1–3 channels: - rank explicitly - explain why they fit the current growth engine and why now - Explicitly list channels to not do / not yet: - reasons - triggers to re-evaluate (stage change / metrics hit) ## 7) Validation plan & Go/No-Go criteria (decision core) For each recommended channel: - validation window (e.g., 2–4 weeks) - minimum resource input (people / time / budget) - Go criteria - No-Go criteria - what to do if it fails: iterate / replace / stop --- ## Hard output requirements - No operational playbooks for ad buying or channel ops - No metric dumping or channel encyclopedia - Must bind each channel to a growth engine + sustainable growth mode - Must output clear priorities and Go/No-Go decisions