On "Self-Promotional Content Works—Until It Backfires (AI SEO Experiment)"

Self-promotional listicles winning in AI search results is actually a worst-case scenario for everyone except the site that exploits it first. The moment you realize AI systems are scraping and ranking "best of" content, the logical play is to flood that format until the signal becomes noise and users stop trusting the answers. What looks like a sustainable tactic right now—getting cited in AI overviews—will turn into a race to the bottom where the format itself becomes worthless, and you'll have wasted resources on content that neither converts readers nor builds authority once the gimmick burns out.