GA4 마스터리 — 매출 누수 진단기, 근본 원인 이상 징후 엔진 및 스팸 트래픽 제거기

기준선 대비 퍼널 이탈을 진단하고, 분산 슬라이싱을 통해 트래픽 급감의 근본 원인을 감지하며, 봇/스팸 세션을 식별하는 동시에 붙여넣기만 하면 바로 사용할 수 있는 GA4 필터 정규식을 생성하는 세 가지 Gemini 기반 GA4 도구 — 이 모든 것이 하나의 연결된 대시보드에서 제공됩니다.

GA4 Mastery · 3 AI Diagnostic Tools

Your GA4 드디어 두뇌를 갖추다.

Stop reporting what happened. Start diagnosing why. Three Gemini-powered tools that turn Google Analytics 4 from a dashboard into a premium revenue analyst — prescribing fixes, not just showing charts.

Funnel AI Revenue Leaks Diagnosed
Auto Anomalies Root-Caused
1-Click Spam Filter Regex
3
Diagnostic AI Tools
28d
Funnel Baseline Window
15%
Anomaly Detection Threshold
50cr
Per Analysis Run
3개의 Gemini 기반 도구

From Data to 의사결정

각 도구는 데이터를 가공하는 대신 AI가 진단과 처방에 집중할 수 있도록 Gemini로 데이터를 보내기 전에 고성능 수학적 분석을 수행합니다.

AI 탑재 · 50 크레딧

Revenue Leak Diagnostician

Find exactly where your funnel loses money — and why.

Fetches your view_item → add_to_cart → begin_checkout → purchase event counts for the last 7 days and compares each step against a 28-day baseline. The algorithm calculates abandonment rate variance at every transition, identifies the single worst step, and segments by device and browser to pinpoint whether it's a mobile Safari issue, a desktop checkout bug, or a broader UX problem.

Funnel Step Variance7d vs 28d BaselineDevice & Browser Breakdown
대시보드에서 도구 열기
Revenue Leak Diagnostician
Gemini AI
View Item24,810
Add to Cart16,871
Begin Checkout7,939
Purchase2,729
Checkout abandon +22% vs baseline
AI 탑재 · 50 크레딧

Root-Cause Anomaly Engine

Stop manually diagnosing traffic drops — let AI do it in seconds.

Monitors session data across 15 days and detects drops greater than 15% vs the same-weekday baseline (Tuesday vs prior 4 Tuesdays). When an anomaly is found, it runs three parallel GA4 queries — slicing sessions by source/medium, country, and device — to identify which single dimension row accounts for the majority of the drop. Gemini then writes a plain-language client-ready explanation.

Same-Weekday BaselineSource / Country / Device SlicingGemini Explanation
대시보드에서 도구 열기
Root-Cause Anomaly Engine
Gemini AI
Anomaly: -69% sessions today
organic / google84% of drop
United States91% of drop
AI 탑재 · 50 크레딧

Spam Traffic Purger

Clean your GA4 data — then see your real conversion rate.

Scans 30 days of traffic and flags sources with more than 50 sessions, average session duration under 1 second, and engagement rate below 5% — the three definitive bot-traffic signals. Calculates your true session count without spam, recalculates your real conversion rate, and passes the identified sources to Gemini to generate a production-ready regex filter you can paste directly into GA4 Admin.

Bot Signal FingerprintingTrue Conversion RateAuto Regex Filter
대시보드에서 도구 열기
Spam Traffic Purger
Gemini AI
18.4%
Spam Pollution
3.8%
True Conv. Rate
semalt.com
1,204
buttons-for-website
876
darodar.com
562
^(semalt\.com|buttons-for-website|darodar\.com)$
How It Works

From GA4 to Diagnosis in 3 Steps

Connect once. Run any analysis on demand. Every tool fetches live data, runs the algorithm, then asks Gemini for the prescription.

Connect GA4

OAuth-connect your Google Analytics 4 property in under 2 minutes. No API keys, no engineering. Select any connected property from the dropdown.

Run Analysis

Click to run any of the 3 tools. The backend fetches real GA4 data, runs the mathematical algorithm, and sends the processed results to Gemini AI.

Get the Prescription

Read the AI diagnostic, copy the regex filter, or share the client-ready anomaly explanation. Every output is specific, actionable, and ready to use.

Capabilities

Built for Precision

Every tool is engineered to do the heavy math before sending anything to Gemini — so AI focuses entirely on insight, not computation.

Abandonment Rate Variance

Calculates the exact % increase in abandonment at every funnel step vs your 28-day baseline. No spreadsheets required.

Device & Browser Segmentation

Funnel data is automatically broken down by device category and browser — so mobile Safari vs. Chrome checkout issues are immediately visible.

Same-Weekday Baseline Comparison

Anomaly detection compares to the same weekday to eliminate weekly seasonality — a Tuesday is compared to prior 4 Tuesdays, not recent averages.

Production-Ready Regex Output

The spam filter regex is generated by Gemini and formatted exactly for GA4 Admin → Unwanted Referrals. Copy, paste, done.

OAuth 2.0 Security

Your GA4 data is accessed via Google OAuth 2.0. Tokens are stored encrypted. Raw analytics data is never persisted — all reports are generated on-demand.

30-Day Spam Scan

The spam purger scans the last 30 days to ensure transient bot spikes and sustained ghost traffic are both captured in the filter.

자주 묻는 질문

GA4 마스터리 도구에 대해 알아야 할 모든 것.

It pulls your GA4 e-commerce funnel events (view_item, add_to_cart, begin_checkout, purchase) for the last 7 days and compares them against a 28-day baseline. The algorithm calculates abandonment rates at each step, computes the variance, identifies the worst-performing transition, and passes this — along with device and browser breakdowns — to AI for a specific, actionable diagnostic report.

Stop flying blind GA4와 함께.

Connect your Google Analytics 4 property and let Gemini AI diagnose your revenue leaks, root-cause your traffic drops, and filter out the spam — in minutes.