Prompt playbook
Google Analytics prompts for Claude, ChatGPT & any AI agent
Traffic · Channels · Key events · Revenue · Realtime · Funnels
Copy-paste prompts for delegating Google Analytics (GA4) reporting to an AI agent. Connect Claude, ChatGPT, or any MCP client to Xylo and your agent can run any GA4 report, realtime check, or funnel in plain English, grounded in the property's own dimension and metric catalog.
The Google Analytics surface is read-only: the agent answers reporting questions but never changes the property. GA4 numbers are site-measured, so keep them beside your ad-platform metrics rather than expecting them to match.
The more specific the question, the sharper the answer. Copy one and make it yours.
TikTok ShopTraffic & channel reports
Sessions, engagement, key events, and revenue by any dimension the property supports.
From Google Analytics, break down the last 28 days by default channel group: sessions, engagement rate, key events, and total revenue. Compare to the prior 28 days and explain the three biggest changes.
Show me the top 20 landing pages by sessions for the last 30 days with engagement rate and key events per page, and flag pages whose engagement rate is under half the site average.
Realtime checks
What is happening on the site in the last 30 minutes, during launches and sends.
What is happening on the site right now? Show active users by page for the last 30 minutes and tell me if purchases are coming through since the email went out.
Compare the last 5 minutes to the 25 minutes before that: active users, top pages, and key events. Is the traffic spike from the new post converting?
Funnels & conversion paths
Step-by-step completion and abandonment between any events, with breakdowns.
Build a GA4 funnel for the last 30 days: view_item, then add_to_cart, then begin_checkout, then purchase. Break it down by device category and tell me where we lose the most people.
Run the sign-up funnel (page_view on /pricing, then sign_up) for the last 14 days split by session default channel group, and rank the channels by completion rate.
Property audits & ads context
Know what the property can report on, and put site truth beside ad-platform claims.
List this GA4 property's key events, custom dimensions, and custom metrics, and confirm which revenue metrics are available before we build a weekly report.
For the last 30 days, show GA4 sessions, key events, and revenue for Paid Search and Paid Social next to my Google Ads and Meta spend and reported conversions. Name the source of each number and do not blend them.
Paste one of these to your agent.
Connect a Google Analytics account free and hand off the busywork.