Will Google rank pages with exact question titles faster?

No — an exact question in the title does not make Google crawl, index, or rank a page faster by itself.

What usually affects how quickly a page gets discovered and indexed is more about site-level and technical factors, such as:

• whether the page is linked internally from other pages
• whether it’s included in an XML sitemap
• whether it’s blocked by robots.txt or noindex
• how frequently Google already crawls your site
• overall site quality and authority

An exact question title can still be useful for relevance and usability. It may help the page better match search intent, and it can sometimes help with visibility for query-based search features like Featured Snippets or People Also Ask, and it may improve click-through rate if it matches what searchers are looking for. But it does not guarantee any of those outcomes, and it does not speed up crawling or indexing on its own.

If your goal is faster discovery, the practical steps are:

• submit the URL in Google Search Console
• add strong internal links to the page
• include it in your sitemap
• make sure it’s indexable and not blocked
• publish helpful, clearly structured content that directly answers the query

So the short answer is: exact question titles may help SEO performance in some cases, but they are not a shortcut for faster crawling or ranking.