Quick Answer: Enterprise brands manage indexation of thousands of location URLs by treating crawl budget as a controlled resource, not an open invitation. The winning approach is a strict URL architecture plus layered indexation rules: only high-value, unique location pages are indexable, while duplicates, parameterized variants, thin pages, and internal search paths are blocked, canonicalized, or deindexed based on intent and business value.
At scale, the goal is not to get every location URL crawled; it is to ensure search engines discover, prioritize, and retain only the pages that can earn organic demand or support local intent. Enterprises typically solve this with a combination of clean site architecture, XML sitemaps segmented by page type, internal linking that favors priority markets, robots directives for low-value surfaces, canonical tags for near-duplicates, and server-side controls that prevent infinite URL generation from filters, queries, and session parameters. The most effective programs also use log-file analysis and Search Console data to identify crawl waste, then continuously prune or consolidate pages that dilute index quality. In practice, high-performing location SEO is less about volume and more about precision: every indexable URL must justify its existence with unique content, local relevance, and measurable search demand.