Atlas / Skills / kostja94 / Ai Traffic

Ai TrafficSAFE

skills/kostja94/ai-traffic

Agent Skills for Marketing — SEO, Social, Influencer & More. 160+ open-source skills for SEO, content, 40+ page types, paid ads, channels, and strategies. Add project context; get tailored, production-ready output. Cursor, Claude Code, OpenClaw — no lock-in.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
1.0.1
Hosts
1 documented
License
MIT
Stars
1,032
01

Overview

Agent Skills for Marketing — SEO, Social, Influencer & More. 160+ open-source skills for SEO, content, 40+ page types, paid ads, channels, and strategies. Add project context; get tailored, production-ready output. Cursor, Claude Code, OpenClaw — no lock-in.

Read from source at commit 8cde61c3c637OBSERVED · 2026-10-13
02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
copilotmentioned
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: ai-traffic-tracking
description: 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.
metadata:
  version: 1.0.1
---

# 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

**Regex (common AI sources):**

```
chatgpt\.com|openai\.com|openai|perplexity\.ai|perplexity|doubao\.com|chat\.qwen\.ai|copilot\.microsoft\.com|copilot\.com|(business\.)?gemini\.google|chat\.deepseek\.com|deepseek\.com|poe\.com|anthropic\.com|claude\.ai|bard\.google\.com|edgeservices\.bing\.com
```

### Option 2: Custom Channel Group

1. **Admin** →**Data Display** →**Channel Groups**
2. Copy default group, name e.g. "Default and AI Chatbots"
3. Add channel "AI Chatbots": `Source` **Matches regex** (same regex)
4. **Important**: Place "AI Chatbots" above "Referral" so it matches first
5. Save and use in Traffic Acquisition

### Option 3: Custom Report

1. **Reports** →**Library** →Create Detail Report
2. Use Traffic Acquisition template
3. Add filter: `Session source` **Matches regex** (same regex)
4. Save and add to menu

## Common AI Source Domains

| Platform | GA4 Source examples |
|----------|---------------------|
| ChatGPT | chatgpt.com, openai |
| Perplexity | perplexity.ai, perplexity |
| Copilot | copilot.com, copilot.microsoft.com |
| Gemini | business.gemini.google, gemini.google |
| Claude | claude.ai, anthropic.com |
| Bing Chat | edgeservices.bing.com |

## Google AI Overviews

- **GA4 + URL fragment**: Some AI Overview clicks add URL fragments; can use GTM (partial coverage)
- **GSC**: For AI Overviews analysis in GSC (filter, limitations), see **google-search-console**

## Checklist

- [ ] AI sources identified in GA4 (Session Source)
- [ ] AI traffic Exploration report created
- [ ] Channel group updated with AI above Referral (if used)
- [ ] Custom report added to Library (optional)
- [ ] GTM + URL fragment for AI Overviews (optional)
- [ ] GSC AI-oriented query filter (optional; see **google-search-console**)

## Output Format

- **GA4 setup**: Exploration, channel group, or custom report
- **Regex**: Adapted to user's observed sources

## Related Skills

- **generative-engine-optimization**: GEO strategy; AI traffic tracking measures GEO impact
- **traffic-analysis**: Traffic sources, attribution, UTM
- **analytics-tracking**: GA4 events and conversions
- **google-search-console**: GSC AI traffic analysis
- **robots-txt**: AI crawler allow/block strategy
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-13 · audit v0.4.1 · source sha 8cde61c3c637full audit observations/trust-audit/skill/kostja94__ai-traffic.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-138cde61c3c637SAFEB89first audit
06

Questions

What does the Ai Traffic skill do?

Agent Skills for Marketing — SEO, Social, Influencer & More. 160+ open-source skills for SEO, content, 40+ page types, paid ads, channels, and strategies. Add project context; get tailored, production-ready output. Cursor, Claude Code, OpenClaw — no lock-in.

Is Ai Traffic safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Ai Traffic access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does Ai Traffic work with?

Its documentation mentions copilot. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (8cde61c3c637), read on 2026-10-13. The repository is watched, and a new audit runs when it changes — this is the first audit.

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