Conversion Value Mapper
Use when the user asks to "set up conversion values so tROAS optimizes profit not...
Install
npx skills add aaron-he-zhu/aaron-marketing-skills --skill conversion-value-mapper -g -a claude-code -y- Repository
- aaron-he-zhu/aaron-marketing-skills3k
- Category
- Testing
- Updated
- 3d ago
- License
- Apache-2.0
- Context cost
- Mediumabout 2,435 tokens
- Runs scripts
- No, instructions only
What it does
Use when the user asks to "set up conversion values so tROAS optimizes profit not orders", "map margin onto my purchase value", "build value rules for lead / phone / signup conversions", or "stop bidding to revenue when I care about profit"; defines and QAs the conversion VALUE model, per-conversion values, margin/net-value adjustment, static-vs-dynamic value rules, proxy values for non-revenue actions, and a value-vs-count sanity check, as a value-model spec plus a pre-launch value QA sheet. Not for whether the tag fires or UTMs are clean, use conversion-signal-qa; not for cross-platform double-count de-dup, use attribution-reconciler; not for scoring R1/R2, that is a scored veto in ad-account-auditor. 付费广告转化价值建模/利润出价/价值规则QA
Conversion Value Mapper
Defines and QAs the conversion VALUE model behind value-based paid bidding, per-conversion values, margin/net-value adjustment, static-vs-dynamic value rules, proxy values for non-revenue actions, and a value-vs-count sanity check, delivered as a value-model spec plus a pre-launch value QA sheet. Scope line: this skill BUILDS and QAs the values the platform bids toward so tROAS/max-conversion-value chases profit, not raw order count; it does NOT verify that the event fires or that UTMs are clean, conversion-signal-qa owns the plumbing, and it does NOT score the ROAS R1/R2 vetoes, ad-account-auditor judges those. It is a Return-dimension prerequisite, not the verdict. It is also not the standing cross-platform de-dup / incrementality reconciliation, that is attribution-reconciler; here you only define the value the platform receives, not resolve which platform gets credit for it.
Quick Start
Set up my conversion values so tROAS bids to profit, not revenue. Bid goal: tROAS. Here is my GA4 purchase-value export and my margin / COGS by product-category export: [paste/path].
Build value rules for my non-revenue conversions, assign a proxy value to lead, phone-call, and newsletter-signup so max-conversion-value has something to bid toward.
My tROAS optimizes to revenue but our margins vary 20-70% by SKU, map net margin onto the conversion value and QA it before I relaunch. [GA4 + COGS export attached]
