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Skills/agricidaniel/claude-ads/ads-attribution
ads-attribution logo

ads-attribution

agricidaniel/claude-ads
671 installs7K stars
Run it on Hostinger →up to 70% off + an extra 10% with code ZACAARON10Free API →

Installation

npx skills add https://github.com/agricidaniel/claude-ads --skill ads-attribution

Summary

Cross-platform attribution health audit covering AdAttributionKit (iOS view-through 24h post-impression, WWDC 2025 configurable windows), GA4 attribution models (data-driven vs last-click), Consent Mode V2 enforcement, server-side attribution stitching, MMP integration health, and cross-device / cross-platform attribution. Use when user says attribution audit, attribution model, AdAttributionKit, AAK, view-through attribution, GA4 attribution, Consent Mode V2, conversion window, attribution window, MMP audit, AppsFlyer audit, Adjust audit, Branch audit, Singular audit, cross-device attribution, or cross-platform attribution.

SKILL.md

Cross-Platform Attribution Health Audit

Attribution decay is the silent revenue killer of 2026 — Consent Mode V2 EEA enforcement (Jul 21, 2025), iOS ATT, SKAdNetwork → AdAttributionKit migration, and the death of third-party cookies have moved every advertiser's attribution signal toward modeled, server-side, first-party data. Misaligned attribution windows or unverified Consent Mode setups will mis-attribute 15-40% of conversions and silently waste budget.

Process

  1. Collect current attribution stack: GA4 property ID, Google Ads conversion

actions, Meta CAPI config, Apple Ads / AdAttributionKit registration, MMP dashboard (AppsFlyer / Adjust / Branch / Singular), any sGTM container

  1. Read ads/references/conversion-tracking.md for the cross-platform

tracking baseline

  1. Evaluate attribution health per surface (web, iOS app, Android app,

server-side)

  1. Score each surface PASS / WARNING / FAIL
  2. Generate findings report with cross-channel attribution map and remediation

plan

What to Analyze

iOS Attribution (AdAttributionKit + ATT)

  • AdAttributionKit registered with Apple Ads (post-Apr 10, 2025 cutover);

registration creates dual attribution with SKAdNetwork (SKAN v1-3)

  • View-through attribution active — 24h post-impression view window

configured on Apple Ads campaigns where applicable

  • Configurable attribution windows (WWDC 2025): per-campaign window

customization audited; overlapping re-engagement windows used for subscription / re-acquisition campaigns

  • Country code in postbacks (WWDC 2025): enabled if you need geo

attribution detail

  • ATT (App Tracking Transparency) opt-in rate monitored; <30% opt-in

means heavy reliance on SKAN/AAK + privacy threshold

  • Privacy threshold awareness — low-volume campaigns may receive null

postbacks; campaign consolidation recommended below 1k installs/week

Web Attribution (GA4 + Google Ads + Meta CAPI)

  • GA4 attribution model: Data-Driven (default for properties with enough

data) vs Last-Click — confirm setting is intentional, not residue from a pre-2026 migration

  • Google Ads attribution model: Data-Driven default; per-conversion

override allowed but audit any Last-Click overrides for justification

  • Cross-channel attribution in GA4: confirm Google Ads, Meta, LinkedIn,

TikTok, Microsoft are integrated as platforms with consent + auto-tagging

  • Conversion windows per channel appropriate to sales cycle:
  • E-commerce: 7-day click, 1-day view
  • B2B / lead gen: 30-90 day click, no view
  • SaaS subscription: 30 day click, 1-day view, plus offline conversion

import for the activation event

  • Conversion lag analysis run quarterly to validate window choice

Consent Mode V2 (EU/EEA + recommended globally)

  • Consent Mode V2 active (enforcement began Jul 21, 2025 for EEA/UK)
  • Advanced Mode (not Basic) — Basic loses ~25% of EEA conversion signal
  • 700+ ad clicks/day over 7 days per country/domain threshold met for

Advanced Mode behavioral modeling to activate

  • Signal recovery measured: aim 15-25% conversion recovery vs pre-CMV2

baseline

  • Consent banner correctly reads CMV2 signals (not just GDPR boilerplate)

Server-Side Attribution Stitching

  • First-party server logs stored with user_id + event_id + timestamp

+ platform tag for every conversion event

  • MMP + first-party stitching: MMP (AppsFlyer / Adjust / Branch /

Singular) receives both client-side AND server-side events with shared event_id for deduplication

  • Server-side conversion import to Google Ads (offline conversion import)

and Meta (CAPI) within 72h of the conversion event

  • Hash quality: email / phone fields SHA-256 hashed and lowercased

before send; cross-platform hashing convention consistent

  • Deduplication rate ≥90% (matched event_id between client + server)

MMP Health (Mobile Apps)

  • MMP integrated — AppsFlyer / Adjust / Branch / Singular set up before

any paid campaigns launched

  • Apple Ads connected as a partner in MMP dashboard
  • Post-install events sent back to Apple Ads, Google UAC, Meta App

Campaigns, TikTok (enables Maximize Conversions and ROAS bidding)

  • Event quality: purchase, subscription_start, trial_start, or other

revenue events tracked (not just install → registration)

  • Postback configuration: SKAN/AAK conversion values map to meaningful

user actions

Cross-Device & Cross-Platform Attribution

  • Customer Match lists synced to Google Ads, Meta (Customer File CA),

LinkedIn Matched Audiences, TikTok Customer File for cross-device stitching

  • Enhanced Conversions active for Google Ads (hashed first-party data,

~10% uplift on properly-implemented setups)

  • CAPI customer_information parameters (em, ph, fn, ln, ct,

st, zp, external_id) sent server-side to Meta

  • Privacy-safe identifiers (Customer Match hashes, GAID/IDFA where

permitted) included in conversion exports

Key Thresholds

MetricPassWarningFail
GA4 attribution modelData-DrivenLast-Click (intentional)Last-Click (residual)
Consent Mode V2Advanced + verifiedAdvanced (unverified)Basic / Not implemented
EMQ (Meta Purchase)≥8.06.0-7.9<6.0
Event dedup rate≥90%70-89%<70%
Server-side / client-side hit ratio≥80%50-79%<50%
ATT opt-in (iOS)≥30%15-29%<15% (heavy SKAN reliance)
Offline conversion import latency<24h24-72h>72h
Customer Match list freshness<7 days7-30 days>30 days

Output

Attribution Health Score

Attribution Health Score: XX/100 (Grade: X)

iOS (AdAttributionKit + ATT):    XX/100  ████████░░  (20%)
Web (GA4 + Ads + CAPI):           XX/100  ██████████  (30%)
Consent Mode V2:                  XX/100  █████████░  (15%)
Server-Side Stitching:            XX/100  ████████░░  (20%)
MMP Health (mobile):              XX/100  ███████░░░  (10%)
Cross-Device / Customer Match:    XX/100  ██████░░░░  (5%)

Deliverables

  • ATTRIBUTION-AUDIT.md: Full surface-by-surface findings
  • Cross-channel attribution map (which platform owns which conversion

windows + which events)

  • Modeled vs reported conversion delta (estimated revenue under- or

over-attribution)

  • Quick Wins sorted by signal-recovery $ impact
  • Pre-launch checklist for any new platform (Amazon, Apple Ads, TikTok)

to ensure attribution is wired before spend begins

Score

0–100
65/ 100

Grade

C

Popularity17/30

671 installs — growing adoption. Source repo has 6,769 GitHub stars.

Completeness27/30

Documented: full SKILL.md body, description, one-line install. Missing: category/license metadata.

Trust15/25

Community skill with a public GitHub source repository you can review.

Freshness6/15

No update timestamp is tracked for this skill in our catalog.

Scored automatically from popularity, completeness, trust, and freshness — computed only from data in our catalog, never fabricated.

Proud of your score? Add this badge to your README.

Paste a snippet into your GitHub README. The badge updates automatically and links back to this page.

Ads Attribution skill score badge previewScore badge

Markdown

[![Ads Attribution skill](https://www.claudemarket.ai/skills/agricidaniel/claude-ads/ads-attribution/badges/score.svg)](https://www.claudemarket.ai/skills/agricidaniel/claude-ads/ads-attribution)

HTML

<a href="https://www.claudemarket.ai/skills/agricidaniel/claude-ads/ads-attribution"><img src="https://www.claudemarket.ai/skills/agricidaniel/claude-ads/ads-attribution/badges/score.svg" alt="Ads Attribution skill"/></a>

Ads Attribution FAQ

How do I install the Ads Attribution skill?

Run “npx skills add https://github.com/agricidaniel/claude-ads --skill ads-attribution” in your terminal. The skill is added to your agent's skills directory and picked up automatically on the next run — no restart or extra configuration needed.

What does the Ads Attribution skill do?

Cross-platform attribution health audit covering AdAttributionKit (iOS view-through 24h post-impression, WWDC 2025 configurable windows), GA4 attribution models (data-driven vs last-click), Consent Mode V2 enforcement, server-side attribution stitching, MMP integration health, and cross-device / cross-platform attribution. Use when user says attribution audit, attribution model, AdAttributionKit, AAK, view-through attribution, GA4 attribution, Consent Mode V2, conversion window, attribution window, MMP audit, AppsFlyer audit, Adjust audit, Branch audit, Singular audit, cross-device attribution, or cross-platform attribution. The full SKILL.md on this page shows the exact instructions the skill gives your agent.

Is the Ads Attribution skill free?

Yes. Ads Attribution is a free, open-source skill published from agricidaniel/claude-ads. As with any third-party skill, review the source repository before installing it into an agent with sensitive access.

Does Ads Attribution work with Claude Code and OpenClaw?

Yes. Skills use the portable SKILL.md format, so Ads Attribution works with Claude Code, OpenClaw, Codex, Hermes, and any other agent that reads SKILL.md skills.

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