... paid conversion. 25%+ with PQL. Webinars (live): 22-33% CTA conversion. High-engagement webinars hit up to 69%. AI search (GEO/AEO): 4-5x higher conversion than traditional organic. One B2B study found AI-referred traffic converted at 7.12% vs 1.37% for organic. Another found 14.2% for AI traffic. Quora: 2-5% conversion. 35% of B2B decision-makers answer questions on Quora. Reddit: 0.3-1.5% post-to-customer conversion in fit subreddits. CPC of $0.50-$2.00 vs

... while still filtering abuse. Curious how you balance that long term without discouraging genuine newcomers from engaging. Comment from Mike Kerzhner(@mikekerzhner): @ankit_mishra15  sorry to hear about the frustration. What is your recommendation for distinguishing paid voters vs authentic voters? IMO the bar for becoming a trusted Product Hunt user is fairly low, just apply for verification. Comment from M. Aziz Ulak(@mazula95): A Google Maps Local Guides style system could work well here. Instead of weighing only ... ... system currently favors: Existing PH network Insiders with history Hype over real usage instead of rewarding actual product-market fit. If you really want to fix this, there has to be a better way to distinguish bought votes vs

... structured, unbiased feedback, you d go to a proper testing platform or solution designed for that purpose. Influencer testing can give some surface-level signal, but it s definitely not a replacement for real product/user testing Comment from Lalit Sen(@lalit_sen

... site without having to stop and think, wait, how does this work? Can someone else do it with a screen reader? If not, it s not really beautifully designed. At least not in my book. Comment from Rusha Sen(@rushasen): @busmark_w_nika  Yes, majorly. I collect artworks from all over the world. Art is all forms bring unbridled joy to my life. Comment from Nika(@busmark_w_nika): @besnik_ligaci  Like how you attached a meaning ... ... them :) Comment from Nika(@busmark_w_nika): @howell4change   @besnik_ligaci  Noting it for myself. Comment from Nika(@busmark_w_nika): @rushasen  life in a filing cabinet :D written by Rusha Sen