A practical Python tutorial for tracking local SEO rankings by city using SERP API results, domain matching, and CSV reporting.
Local SEO rankings are not the same everywhere.
Your website may rank in position 2 in Austin, position 8 in Dallas, and not appear at all in Chicago.
That is why checking one generic Google result is not enough for local SEO.
If you are working on local SEO, agency reporting, competitor monitoring, or location-based search analysis, you need to track rankings by city.
A simple workflow looks like this:
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