Community · by owensky-devReviewed

Shopify bot traffic audit

owensky-dev/shopify-bot-traffic-audit

Read-only audit of suspicious traffic on a Shopify store: starts from Shopify's human-or-bot session classification, reconciles it with GA4, Clarity, ad platforms and paid orders, finds where clicks stop becoming sessions or orders and estimates impact, without calling fraud on one weak signal.

Review notes

Reviewed by moveset · 2026-10-28 · version a3b61ab · added by editors

Good for: A traffic spike with no orders that looks like bots or AI agents.
Not for: Stores not hosted on Shopify.

Install

From the GitHub repository owensky-dev/shopify-bot-traffic-audit-skill at commit a3b61abb0bee367208badfe87f07a7c578bc4d36, take only the shopify-bot-traffic-audit folder and put it in this project's .agents/skills/shopify-bot-traffic-audit/ (for Claude Code, also copy it to .claude/skills/shopify-bot-traffic-audit/). Don't run its scripts yet; tell me where you installed it and what it needs.

Pinned to a3b61ab (2026-08-18), the version we reviewed and scanned

Installs come from the author's repository, not through moveset. Once the author claims it and hosts it on moveset, moveset install will work and deliver updates.

What it touches

Files: 10 files, 47 KB7 docs, 1 Python script, 2 data or config files
Runtime: Optional Python 3 script that validates the audit manifest
Network: Reads Shopify, GA4 and other report pages you authorise
Scan: Passed, nothing blocked · same scan rules as moveset's own skillsAddresses found in the files (including doc links; not all are contacted): developers.cloudflare.com, help.shopify.com, support.google.com, www.facebook.com

Author's description

Read-only, evidence-first audit for Shopify-hosted Online Store traffic using Shopify Analytics human-or-bot session classification, browser-authorized Shopify Admin and GA4 review, GA4 or BigQuery, Microsoft Clarity, Meta Ads, Google Ads, and paid non-test Shopify orders. Use when Codex needs to investigate suspected bot or AI-agent traffic, fake-traffic concerns, click spikes without sessions or orders, abnormal countries or devices, app-placement traffic, invalid-click concerns, or a sudden ROAS decline on a standard Shopify-hosted store.shopify-bot-traffic-audit · SKILL.md · owensky-dev/shopify-bot-traffic-audit-skill@a3b61ab

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