>>1917scrapers are great for spotting
content deletions or new url additions, but they miss the nuance of how a page is actually structured. i always check the
user journey manually to see if theyve swapped out informational text for more aggressive conversion elements.
automated tools can't feel when a page's vibe shifts from helpful to purely transactional .