83 articles · Page 5 of 7
Marketplace vs Direct DTC: AI Citation Patterns Compared
Case study comparing how marketplace listings (Amazon, Etsy) versus direct DTC sites earn AI citations across ChatGPT, Perplexity, and Google AI Overviews.
Subscription Box DTC AEO Case Study: Lifting AI Mention Share on 'Best Subscription Box' Queries
Composite case study: how a subscription box DTC brand can lift AI mention share on 'best subscription box' queries through review schema, curator authority, and comparison content.
GEO for Cybersecurity Vendors
GEO for cybersecurity vendors: how to earn AI citations through CVE coverage, NIST/MITRE alignment, and trust signals that ChatGPT and Perplexity weigh.
GEO for Fintech Brands
GEO for fintech: how banks, neobanks, payments, lending, and wealth brands earn AI citations through licensed authorship, regulatory disclosure, and FinancialProduct schema.
GEO for Higher Education Institutions
GEO for higher education: how universities and colleges earn AI citations on program, admissions, and ranking queries through faculty authority and accreditation signals.
GEO for Real Estate
GEO for real estate: how agents, brokerages, multifamily, and PropTech brands earn AI citations on listing, market, and neighborhood queries.
GEO for Travel and Hospitality Brands
GEO for travel and hospitality brands: how hotels, OTAs, DMOs, and tour operators earn AI citations on trip-planning, destination, and booking queries.
GEO vs AEO
GEO optimizes content for broad citation across generative AI engines, while AEO targets direct answer extraction in answer boxes and voice. Use them together.
AI Search Snippet Character Limits Reference
Reference table of AI search snippet character and word limits across Perplexity, ChatGPT search, Google AI Overviews, AI Mode, and Bing Copilot.
AI Search KPIs: Define, Calculate, and Report (Dashboard Spec)
A specification for AI search KPIs — citation rate, mention lift, share-of-answer, query coverage — with formulas, sampling rules, and a dashboard layout for GEO/AEO reporting.
AI Search Reporting: Dashboard Setup
How to design an AI search reporting dashboard that tracks citation share, AI referral traffic, and content readiness across ChatGPT, Perplexity, and AI Overviews.
AI Search Revenue Attribution Framework
A six-layer framework for attributing revenue from AI search citations using referrer capture, multi-touch modeling, brand lift, MMM, and incrementality.