IAIfeoluwa Adejinmiinphenomenalwrites.hashnode.dev·Aug 5 · 8 min readHow to Structure SaaS Content So LLMs Can Cite ItRetrieval: Two articles can contain identical information. One gets cited by ChatGPT. The other never shows up in an AI-generated answer at all. Sometimes, the difference isn't the information itself;00
JPJaxon Parrottinmachinerelations.hashnode.dev·Jul 20 · 8 min readHow Press Releases Actually Enter AI Search Results: Source Roles, Entity Signals, and Citation MechanicsWire services appear in AI citation indexes across all six major engines. Press releases from those same wires almost never get cited. The mechanism behind this gap is structural, not editorial — and 00
IAIfeoluwa Adejinmiinphenomenalwrites.hashnode.dev·Jul 19 · 11 min readThe ChatGPT Citation Playbook for SaaSWho this is for: SaaS marketers and founders who already understand the basic idea of GEO and want a concrete process to run this week, not another explainer on why it matters. If ChatGPT cites your c00
IAIfeoluwa Adejinmiinphenomenalwrites.hashnode.dev·Jul 17 · 13 min readGenerative Engine Optimization for SaaS: How to Get Cited by ChatGPT and PerplexityYour buyers stopped Googling. Not entirely, but enough that it matters: now, they're asking ChatGPT to compare tools, asking Perplexity what the best option is for their use case, and making shortlist00
JPJaxon Parrottinauthoritytech.hashnode.dev·Jul 14 · 11 min readCitation Architecture: How to Structure Your Site So AI Engines Actually Cite ItMost brands build content for humans and hope machines follow. The data says they will not. 88% of AI Mode citations come from pages outside the organic top 10. What earns a citation is not rank. It i00
JPJaxon Parrottinauthoritytech.hashnode.dev·Jul 11 · 8 min readAI Citation Readiness: How to Structure Content That AI Engines Actually CiteAI engines don't cite the best-written page. They cite the most extractable one. Sequential heading structures alone boost citation odds by 2.8x, and 44.2% of all AI references come from the first 30%00
JPJaxon Parrottinauthoritytech.hashnode.dev·Jul 9 · 7 min readHow Cross-Domain Evidence Compounds AI Citation AuthorityHow Cross-Domain Evidence Compounds AI Citation Authority I track how AI engines cite sources. Not rankings. Not impressions. Citations: the moment an engine names a source in its generated answer and00
JPJaxon Parrottinmachinerelations.hashnode.dev·Jul 8 · 10 min readWhat Makes a Source Citable by AI: Source Role Patterns Across Six EnginesStructured format, update cadence, and cross-engine consistency determine whether AI engines cite a source. Domain authority alone does not predict citation. Research across 366,000+ AI citations show00
JPJaxon Parrottinmachinerelations.hashnode.dev·Jul 6 · 12 min readBuilding an AI Citation Scorer: Six Dimensions That Predict Whether Engines Will Cite a SourceA single metric — mention count, position, or engine reach alone — cannot predict whether AI engines will consistently cite a source. A composite scorer that tracks six independent dimensions (engine 00
JPJaxon Parrottinmachinerelations.hashnode.dev·Jun 27 · 10 min readHow Startups Build Entity Chains That AI Search Engines Actually ResolveHow Startups Build Entity Chains That AI Search Engines Actually Resolve AI search engines do not find startups through keywords. They find them through entity chains — networks of independent, corrob00