Out of curiosity, would you consider the grocery stores you visit to be relatively representative of the country overall?

That was the biggest flaw with my line of reasoning, I'm not sure how representative my grocery store experience is, though I'm basing it off of visits to grocery stores across multiple states and varying levels of affluence