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  1. Ask an AI Agent About Store Analytics with Tradly MCP
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Tradly analytics MCP lets a connected AI assistant retrieve supported traffic and performance reports for your analytics project. Ask for a date window, a page, a traffic source, or a conversion step, then use the answer to decide what to investigate next.

The general Tradly MCP endpoint is:

https://mcp.tradly.app/api/mcp

Analytics questions require an analytics project associated with your tenant and access to the relevant analytics tools. The answer can only include events and metrics that your site is configured to collect.

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Example analytics questions

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Understand traffic and engagement

Summarize sessions, users, page views, and conversions for the last seven days. State the date range and define each metric you return.

Compare store traffic this month with the previous month, and call out any dates where the data is incomplete.

How engaged were visitors over the last 30 days? Include the engagement measures available in my project.

Which pages received the most visits this week?

Show page performance for /collections/summer over the last 14 days, including its conversion metrics.

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Find traffic sources and customer journeys

How many sessions came from AI assistants in the last 30 days, and which pages did they visit?

Which UTM sources and campaigns are credited with conversions this month?

Show the most common paths visitors took before converting. Explain where the tracked funnel loses the most sessions.

Which tracked categories had the most activity during the last seven days?

Which forms had the most starts and submissions, and where did visitors abandon them?

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Investigate site issues

Which pages were flagged as potential problems this week, and what evidence is available for each one?

Summarize JavaScript errors, failed requests, and form errors for the last 24 hours.

How much bot traffic was excluded from human page-view reporting last month?

Which elements received the most clicks on /pricing? Describe the click data available and its limits.

Show analytics event and goal names so I can confirm which action counts as a conversion.

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Get more specific answers

Include the project and time period when you know them. For a page report, give the page path; for campaign analysis, give a campaign name or date range. If the assistant cannot identify the tenant’s analytics project, ask it to check the project associated with the authorized workspace before retrying the report.

Store analytics and Google Search Console answer different questions. Analytics describes activity recorded on your site, such as sessions, page views, and conversions. Search Console describes how your pages appear in Google Search, including queries, impressions, clicks, and indexing status. Use Search Console MCP for Google search performance.

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Connect and review access

  1. Add https://mcp.tradly.app/api/mcp as a remote MCP server in an OAuth-capable AI client.
  2. Authorize the intended Tradly tenant and grant analytics read access.
  3. Start with a bounded question, such as “Summarize the last seven days.”
  4. Check that the project and date window match the site you mean.
  5. Save the connection in the client so it can be reused across conversations.

Analytics read access is enough for reports. Creating or changing a goal, event label, or report delivery uses a separate write action and requires the matching permission.

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Interpret the answer carefully

A summary depends on the tracking setup and data available to the project. A missing event does not prove that an action never happened; it may not have been instrumented. Ask the assistant to separate recorded values from calculations and to state when the requested data is unavailable.

Use the same timezone and date boundaries when comparing periods. Keep “sessions,” “users,” “page views,” and “events” distinct, and ask the assistant to identify the exact metric instead of combining them into one traffic number.

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