The AI Filter: Why Every B2B GTM Strategy Now Has a Layer You Can't See

Short summary

B2B buyers now ask AI systems like ChatGPT and Perplexity before Google, creating competition for citation density across 12+ surfaces—Wikipedia, Reddit, reviews, LinkedIn, GitHub—rather than traditional keyword rankings. Brands without Wikipedia entries or Reddit presence are invisible in AI-generated recommendations. GTM teams must shift focus from SEO to citation engineering.

• •AI systems mediate B2B research via 12+ citation surfaces; traditional SEO no longer sufficient
• •Critical gaps: Wikipedia entries, Reddit community presence, structured review language, knowledge graph accuracy, developer platform activity
• •GTM channels have AI equivalents—AEO/GEO, citation engineering, and taxonomy-tagged reviews now drive discovery

Generated with AI, which can make mistakes.