Zero Click Marketing ZCM Field Notes: Search Is Now an Evidence Game (Ugh, Thanks, AI)
Apr 2, 2026
Conversation links Reddit’s growing role in early buyer discovery with research showing platform content often outranks vendors. Discussion highlights that clicks and engagement still serve as relevance signals for AI-driven answers. A real-world example shows AI can resurface old negative mentions, so brands need to publish defensible facts and shape the evidence layer across forums, reviews, and citations.
AI Snips
Chapters
Transcript
Episode notes
Reddit Shapes Buyer Discovery Earlier
- Reddit now surfaces earlier in buyer journeys and outranks vendors across many B2B SaaS keyword sets.
- Ross Simmonds' analysis found Reddit outranked vendors on 50–66% of shared keywords and 73–100% on queries 6+ words long, shifting discovery upstream.
Clicks Continue To Train AI Answers
- Clicks still train search and AI systems through signals like 'good clicks' and 'last longest clicks'.
- Cyrus Shepard argues Google learns from engagement and satisfaction, so fewer clicks doesn't mean clicks stop shaping results.
Old Negative Review Kept Repeating In AI Outputs
- Will Reynolds found a single 2018 negative review repeatedly surfaced in branded AI prompts about Seer.
- The model kept reproducing the repeated third-party language until Seer published counter-evidence and citations to overwrite it.