Zoe
SEO Metrics That Matter Most for Generative Engine Optimization
SEO is not dead. It is the foundation GEO builds on. Here is which traditional SEO metrics carry the most weight when AI engines decide what to cite.
Category: GEO
Zoe
Mia Lefferdink
AI Press Releases - Writing a Release That Five Engines Cite
LLM citations of press releases grew roughly 5x in the second half of 2025. The release format that captures the lift looks different from the one most teams still ship - tighter, more numeric, and machine-readable in ways the legacy newswire template never required.
Zoe
What's Not GEO - Indirect Prompt Injection and Why Working With LLMs Beats Tricking Them
On April 23, 2026, Google's security team published evidence of a 32% rise in adversarial prompt injection across the open web. The line between legitimate GEO and the tricks Google is now actively detecting is wider than the marketing-tools market lets on. Real GEO is the opposite shape: transparent, signaled through documented update channels, and durable for that reason.
Mia Lefferdink
Content Benchmarking Beyond Google - Citation Rate Across AI Engines (Part 4 of 5)
Google rank was the single dashboard for a decade. In 2026, brand visibility spans five AI engines with different citation mechanics, and the operations that measure all five are the ones making correct content decisions. Part 4 of our content marketing strategy series covers the cross-engine benchmarking discipline.
Mia Lefferdink
Why Content Marketing Strategy Matters More in the AI Era (Part 1 of 5)
Traffic and visibility have decoupled. Content marketing strategy isn't less important in the AI era - it's the single input AI engines use to decide which brands get recommended. Part 1 of a five-part series for marketing leaders rebuilding the content operation for a multi-engine world.
Mia Lefferdink
Content Consistency at Scale - Brand Governance Across Many Producers (Part 2 of 5)
AI engines form brand summaries by cross-referencing multiple sources. When a brand's own pages contradict each other, the engine hedges or skips. Part 2 of our content marketing strategy series covers the governance discipline that keeps many producers singing from the same sheet.
Mia Lefferdink
How to Optimize for AI Searches - Content, Content, Content (Part 5 of 7)
AI engines reward consistent publishing with accurate, valuable content. The brands getting cited are the ones producing the same kind of substantive material they'd share with a customer in a first meeting - on repeat.
Mia Lefferdink
Machine-Readable Content That Wins Both GEO and SEO (Part 3 of 5)
The structural habits that get content cited by ChatGPT, Claude, Gemini, Grok, and Perplexity are mostly the same habits that still rank well on Google. Part 3 of our content marketing strategy series covers machine readability as the rare marketing investment that pays twice.
Mia Lefferdink
How to Rank in ChatGPT - A Content Marketing Strategy Built for AI Citations (Part 3 of 5)
Ranking in ChatGPT isn't about writing more. It's about publishing the right formats at a sustainable cadence - blogs, YouTube, podcasts, press releases - and using AI to scale accurate content, not thin copy.
Mia Lefferdink
Who Is Organic GEO Best For - Local and Multi-Location Businesses (Part 4 of 6)
When someone asks AI for a recommendation near them, the businesses that appear aren't the ones with the most reviews - they're the ones whose local content is structured, consistent, and machine-readable across every platform.