Automated SEO Reporting with MCP: From Search Console to Sheets and Slides

What an automated SEO report should contain

A useful report answers four questions: how organic visibility changed, which pages contributed to the change, which queries deserve attention and what the team should do next.

Search Console provides clicks, impressions, click-through rate and average position. Lead volume and revenue require another source, such as GA4 or your CRM. Keep each metric attached to its source so the report remains auditable.

Use this structure for the connected spreadsheet:

For a reusable report layout, see the SEO report template for Google Sheets and Docs. The workflow below covers how data moves between the connected services.

1. Connect the source and destination files

Connect Search Console, Google Sheets and Google Slides through SourcetoMCP. Confirm that the connected accounts can access the selected property, spreadsheet and presentation.

Before retrieving data, specify the exact Search Console property, two complete reporting periods and the search type. Compare periods with the same number of days where possible. Record country and device filters if the report uses them.

Search Console reporting dates use Pacific Time. Account for that when matching them to dates from another platform. Google Search Analytics API documentation.

Identify my connected Search Console property, reporting spreadsheet and Slides presentation. Prepare a report scope using the latest complete 28-day period and the preceding 28 days. Use Web search and identical filters for both periods. Show the property, dates and destination files before preparing the report.

2. Retrieve daily, page and query data separately

Pull daily performance for the overall trend, then retrieve page and query breakdowns for investigation. Combining every dimension into one request can make the result harder to reconcile and interpret.

SourcetoMCP currently returns up to 1,000 rows per Search Console request. A page or query breakdown that reaches that limit should be labelled as a limited extract. It should not be presented as a complete inventory of the property's search performance.

Query totals can also differ from overall totals because Search Console omits anonymised queries. Calculate the headline metrics from the daily extract without a query dimension, and keep query analysis separate. Google's explanation of Search Console data discrepancies.

Retrieve both reporting periods separately. Get daily clicks and impressions without a query dimension, then separate page and query breakdowns. Record the filters and number of rows returned for each request. Flag any extract that reaches the 1,000-row limit. Keep query totals separate from the headline totals.

3. Refresh Sheets without duplicating the previous report

Use a defined destination range for each dataset. Read the existing range, clear the previous data inside that agreed area, then write the new extract. A shorter refresh must also remove leftover rows from the previous period.

Appending the same report again can duplicate its rows. Reserve appending for a deliberate history table with a reporting period and run identifier.

Write imported URLs and query labels as literal values. Write calculation formulas separately. This keeps imported text from being interpreted as a spreadsheet formula.

Calculate headline click-through rate from the totals:

CTR = total clicks / total impressions

Suppose a hypothetical reporting period has 2,400 clicks and 80,000 impressions. Its CTR is 3%. If the comparison period had 2,000 clicks, the click increase is 20%.

Click change = (2,400 - 2,000) / 2,000 = 20%

Avoid averaging the CTR values of individual pages. Retain Google's returned average-position values with their original scope rather than calculating an unweighted average across rows.

Refresh only the agreed data ranges. Remove leftover rows from the previous refresh, preserve the headers and write imported labels as literal values. Calculate CTR from total clicks divided by total impressions. Return the written ranges, row counts and source totals so I can check the refresh.

4. Turn the results into findings and charts

Create a line chart for daily clicks and a separate chart for daily impressions. SourcetoMCP's chart creation operation currently supports one series per chart, so separate charts keep this workflow within the supported format.

Ask the assistant to identify changes that merit investigation. A page with growing impressions and flat clicks may deserve a search-result review. A page losing clicks may need checks for seasonality, indexing, content changes or stronger competing results.

The performance extract alone cannot prove which explanation caused the change. Each finding should include the observed numbers, a proposed explanation and a next check.

Create separate daily clicks and impressions charts. Find the five pages with the largest absolute click declines and five with the largest gains. Include current and previous clicks, impressions and CTR. For each finding, distinguish the observed change from the proposed explanation and recommend one next check.

5. Build and refresh the Slides report

Use four slides: an overview, the search trend, page and query findings, and proposed actions. Keep dates and source labels visible.

Insert the Sheets charts as linked charts. Linked charts can be refreshed after the spreadsheet changes. Charts inserted as static images cannot use that refresh operation. Google Slides chart documentation.

Record the source spreadsheet, Sheets chart IDs and Slides chart object IDs. On later runs, update the source ranges and refresh the existing linked chart objects. The slide text needs a separate update to reflect the new reporting period and findings.

Update the selected four-slide report with the current period's findings. On the first run, insert the two Sheets charts as linked charts and record their identifiers. On later runs, refresh those existing chart objects. Update the reporting dates, summary text and action table. Give each proposed action an owner placeholder and a review date.

Can MCP run SEO reporting automatically every month?

MCP provides the tools an assistant can call during a reporting workflow. A calendar trigger requires a scheduling system that can run the workflow, authenticate to the services and handle failures. SourcetoMCP does not currently provide a built-in scheduler for this report.

For a repeatable manual run, save the scope and prompts, reuse the same destination files and verify the returned totals after each refresh. Start by connecting Search Console to Claude, then add the Sheets and Slides connections for the reporting outputs.