ai-traffic-tracking SKILL.md skillA

ai-traffic-tracking from kostja94/marketing-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add kostja94/marketing-skills/ai-traffic-tracking@v1.0.1

Pins v1.0.1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
kostja94/marketing-skills
Path
skills/analytics/sources/ai-traffic/SKILL.md
Versions recorded
2
Latest version
v1.0.1, committed Mar 27, 2026
First version recorded
Mar 11, 2026
Size
3,851 bytes
Repository stars
1,054
License
MIT

When the user wants to track AI search traffic in GA4 or GSC. Also use when the user mentions "AI traffic," "ChatGPT referral," "Perplexity traffic," "AI Overviews," "GA4 AI sources," "AI search analytics," "track AI referrals," "AI search traffic," "Claude traffic," or "how to track AI traffic." For AI SEO strategy, use generative-engine-optimization.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Analytics: AI Traffic

Guides tracking of AI-driven search traffic in Google Analytics 4 and Google Search Console.

**When invoking**: On **first use**, if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On **subsequent use** or when the user asks to skip, go directly to the main output.

## Scope

- **AI search traffic**: Track in GA4 and GSC; separate AI sources from organic referral
- **Google AI Overviews**: AI summary box in Google search (formerly SGE)
- **AI-driven search**: Traffic from ChatGPT, Perplexity, Gemini, Claude, Copilot, etc.

## Why Track Separately

- AI traffic is growing but GA4 often groups it as Referral, Organic, or Direct
- AI visitors may have stronger intent and higher conversion
- Separating AI Overviews from organic helps assess AI impact

## GA4: AI-Driven Search

### Option 1: Exploration Report (Recommended)

1. **Explore** →**Free form**
2. **Dimensions**: `Session source` (or `Session source / medium`)
3. **Metrics**: Sessions, Engagement rate, Event count, etc.
4. **Filters**: Add filter →`Session source` **Matches regex** →use regex below
5. Configure table, save report
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add kostja94/marketing-skills/ai-traffic-tracking@sha256:3c9abc98eb7ce042

The line at the top of this page pins the label v1.0.1, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_xwm6ck5wncsde4vo.svg)](https://markdownregistry.com/a/art_xwm6ck5wncsde4vo)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Mar 11, 2026 and Mar 27, 2026, about one every 16 days.

versioncommittedcommitsizeaudit
v1.0.1 latest2026-03-27 f1ec9f7 3,851 BA view · diff
v1.0.02026-03-11 c7d87bd 3,794 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (3851 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

kostja94/marketing-skills · 1,054 stars · license MIT · pushed 2026-10-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_xwm6ck5wncsde4vo
GET https://markdownregistry.com/api/v1/resolve?ref=kostja94/marketing-skills/ai-traffic-tracking
GET https://markdownregistry.com/api/v1/blob/3c9abc98eb7ce042f7c695444c328db82fe98574dc17fbffdf0cf66766db60b6

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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