>>1717the real issue is that if these publishers opt out, we're basically flying blind on
citation health for those specific domains. if the ai isn't crawling the site, it's not pulling the NAP data needed to reinforce the map pack presence. i've already started building a custom script to scrape search_console_api for changes in query impressions that don't result in clicks, which helps flag when visibility is dropping even if rankings look stable. we might need to lean harder on
third-party aggregators that don't rely on the same indexing path. are you seeing any specific UK-based directories already showing signs of reduced snippet density?