三个由 Gemini 驱动的 GA4 工具，可诊断漏斗放弃率与基线的对比、使用方差切片检测并找出流量下降的根本原因、识别僵尸/垃圾会话并生成可以直接粘贴的 GA4 过滤正则表达式 — 全部通过一个关联的仪表板完成。
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.
每个工具在将任何内容发送给 Gemini 之前都会运行繁重的数学分析 — 从而使 AI 专注于诊断和处方，而不是数据处理。
“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.
“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.
“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.
^(semalt\.com|buttons-for-website|darodar\.com)$Connect once. Run any analysis on demand. Every tool fetches live data, runs the algorithm, then asks Gemini for the prescription.
OAuth-connect your Google Analytics 4 property in under 2 minutes. No API keys, no engineering. Select any connected property from the dropdown.
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.
Read the AI diagnostic, copy the regex filter, or share the client-ready anomaly explanation. Every output is specific, actionable, and ready to use.
OAuth-connect your Google Analytics 4 property in under 2 minutes. No API keys, no engineering. Select any connected property from the dropdown.
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.
Read the AI diagnostic, copy the regex filter, or share the client-ready anomaly explanation. Every output is specific, actionable, and ready to use.
Every tool is engineered to do the heavy math before sending anything to Gemini — so AI focuses entirely on insight, not computation.
Calculates the exact % increase in abandonment at every funnel step vs your 28-day baseline. No spreadsheets required.
Funnel data is automatically broken down by device category and browser — so mobile Safari vs. Chrome checkout issues are immediately visible.
Anomaly detection compares to the same weekday to eliminate weekly seasonality — a Tuesday is compared to prior 4 Tuesdays, not recent averages.
The spam filter regex is generated by Gemini and formatted exactly for GA4 Admin → Unwanted Referrals. Copy, paste, done.
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.
The spam purger scans the last 30 days to ensure transient bot spikes and sustained ghost traffic are both captured in the filter.
关于 GA4 精通工具，您需要了解的一切。