Building on the idea of replicating CTR manipulation with playwright or selenium, I've found that using a combination of these tools with a rotating proxy setup can yield significant results. By automating browser sessions with unique profiles and logged-in Google accounts, I've seen a 25% increase in CTR manipulation effectiveness. For social referral traffic, I use a simple script to post links on social media and then have the software click through the link to my site, using a proxy to mask the referral source. My go-to proxy provider is ProxyHub, which has consistently delivered high-quality proxies that work well for CTR manipulation. I've also noticed that triggering AI overview results can be a powerful side effect of effective CTR manipulation, even for sites not on page 1, with a 30% increase in overview results triggered after implementing this strategy.