conversion-value-mapper

Featured

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

AI & Automation 2,635 stars 347 forks Updated today Apache-2.0

Install

View on GitHub

Quality Score: 99/100

Stars 20%
100
Recency 20%
100
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
50
License 10%
100
Description 5%
100

Skill Content

# 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](../conversion-signal-qa/SKILL.md) owns the plumbing — and it does NOT score the ROAS `R1`/`R2` vetoes — [ad-account-auditor](../ad-account-auditor/SKILL.md) 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](../../scale/attribution-reconciler/SKILL.md); 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...

Details

Author
aaron-he-zhu
Repository
aaron-he-zhu/aaron-marketing-skills
Created
8 months ago
Last Updated
today
Language
Python
License
Apache-2.0

Bundled in these plugins

Similar Skills

Semantically similar based on skill content — not just same category

AI & Automation Featured

conversion-signal-qa

Use when the user asks to "QA my conversion tracking before launch", "check my UTMs / pixel / event firing", "set up a tracking pre-flight", or "set the dedup rule so Meta and Google stop double-counting"; builds and fixes the measurement plumbing — conversion-event firing, UTM hygiene, cross-platform dedup rules, attribution-window alignment, and offline/iOS-ATT modeled-gap flags — as a pre-flight checklist plus a UTM/event-spec builder. Not for scoring R1/R2 — that is a scored veto in ad-account-auditor; not for account structure — use campaign-architect. 付费广告转化追踪QA/UTM规范/跨平台去重

2,635 Updated today
aaron-he-zhu
Data & Documents Listed

conversion-verifier

Verify whether the purchases your ad platform reports actually exist in your store, and produce a client-ready reconciliation report. Use this whenever someone questions their ad numbers, wonders if their ROAS is real, says their Meta/Google/TikTok conversions do not match Shopify or Stripe, sees a ROAS that feels too good, suspects over-attribution or double counting, is about to scale or kill a campaign based on platform-reported results, or asks how to audit, validate, sanity-check or reconcile ad conversion data against actual orders or revenue. Also use it when someone mentions attribution discrepancies, inflated conversions, phantom sales, view-through conversions, or asks "are these numbers real". Produces a professional report that separates the legitimate part of the gap from the part that has no explanation.

1 Updated 1 weeks ago
metrikia-io
AI & Automation Listed

conversion-tracking

Set up, audit and verify website conversion tracking, and diagnose why it is missing, broken, or miscounting. Use when the conversion is a form submission, meeting booked, chat, phone call, file download, membership, course or SaaS signup, or purchase, on tools such as Gravity Forms, Contact Form 7, WPForms, Elementor, Typeform, Jotform, Tally, Calendly, HubSpot, Webflow, Wix, Squarespace, WordPress, Kajabi or a custom build; when conversions must reach Google Ads, Meta, GA4, LinkedIn, TikTok, Microsoft, Reddit, X, Snapchat, Pinterest or ChatGPT Ads; when a Google Tag Manager tag, trigger, dataLayer event, pixel, enhanced conversions, CAPI or server-side tracking needs building or debugging; or when conversions are missing, doubled, unattributed, junk, mismatched between GA4 and Google Ads, or the tag reads Unverified, Inactive or Misconfigured. Full tool list in references/tool-coverage.md. Do not use for attribution model selection, marketing mix modeling, or mobile app install tracking.

0 Updated 1 weeks ago
ConversionKit