Automate a monthly keyword opportunity report from Search Console

Search Console data tells you which queries already surface your site. Its Search Analytics API returns clicks, impressions, click-through rate and average position for each row. A query with many impressions and few clicks suggests the title or snippet may not be winning the click, or that the page sits low on the results. That is a practical place to look for gains before chasing a brand-new keyword list, and the data is yours.

You add the job and connect read access to your Search Console data through a remote MCP server (Beta) you set up. Each month a scheduled agent requests the previous calendar month, grouped by query and page. Google documents up to 25,000 rows per request and notes that it may return top rows rather than all of them, so the agent says so in the report. It keeps queries above your impression floor with a low click-through rate, matches each to the page that ranks, and drafts one suggested change per row. It reads and reports, and edits nothing.

The CMO agent, as department head, reviews the report before it goes out: do the numbers match the data the query returned, is each suggestion tied to the ranking page, are brand queries kept apart from non-brand. Then you approve, edit or skip it, and nothing is sent until you do. Check an early report against the console by hand so you know what the agent saw.

Pick two or three rows, not twenty. Change a title or opening paragraph, then check the same query next month. If position is already near the top and click-through is still low, the snippet needs work; if position is ten or lower, the page may need a better answer. Keep notes on what you changed so the next report can show whether it helped.