The Four Layers of AI Citation: Why Schema Alone Won't Get You Cited
Everyone's adding Schema.org markup expecting AI citations. But schema is just Layer 3. Without Layers 1 and 2—Authority and Distribution—you're invisible to AI systems entirely.
From Press Release to AI Citation in 24 Hours — Here's the Proof
Most companies publish and pray. We built a system that proves citations happen.
Dynamic llms.txt: Technical Implementation & Spec Proposal
A deep technical dive into implementing dynamic llms.txt with FastAPI, plus our proposal for extending the llms.txt specification with scope-specific variants.
Beyond Static: How We Built Dynamic llms.txt for Real-Time News
The llms.txt spec was designed for static documentation. We needed it to work for a news feed that updates in real-time. Here's how we evolved the standard for dynamic content.
Why Pressonify.ai Publishes the Most Advanced Press Releases for the AI Age
Traditional press releases are invisible to AI. Pressonify.ai has reimagined the press release for the Citation Economy—where getting cited by ChatGPT and Perplexity matters as much as ranking on Google. Here's how we've built the most AI-discoverable press release platform in the world.
The Citation Economy is Here: How AI Discovery Protocol 2.1 Changes Everything
Traditional SEO is table stakes. AI systems now mediate 30%+ of discovery journeys. Learn how Pressonify's ADP 2.1+ infrastructure—with 11 dedicated endpoints and real-time crawler tracking—positions your brand for the Citation Economy.
Why 80% of AI-Adopting Companies Still Can't Get Cited by AI (And How to Fix It)
Everyone's adopting AI. Few are being cited by it. McKinsey's State of AI 2025 shows 88% of companies use AI, but only 39% see EBIT impact. The Visibility Gap between internal AI adoption and external AI citation is killing enterprise ROI. Here's the fix.
ADP 2.1 Decoded: The Technical Standard Behind AI-Discoverable Content
The AI Discovery Protocol (ADP) 2.1 is the emerging standard for making content machine-readable to AI crawlers. This technical deep-dive covers all 11 endpoints, HTTP security headers, and shows how Pressonify implements ADP at scale.
The 95%+ Rule: Why PR is the Front Door to AI Discovery in 2026
The shocking truth about AI citations: Over 95% come from earned media and PR content, less than 5% from paid ads and social media combined. Learn why press releases are the front door to AI discovery and how to optimize for the Citation Economy in 2026.
The $299 PR Platforms Aren't AI-Ready: A Technical Audit of llms.txt Compliance
Major PR distribution platforms charge $299-$2,000 per release but lack basic AI discovery infrastructure. We tested them all. The results are damning.
ADP 2.1+: Proving AI Crawlers Actually Use Your Infrastructure
We built proof infrastructure that tracks AI crawler hits on ADP endpoints and monitors which press releases get cited. Here's the technical implementation.
The Citation Economy: How the Five-Layer Optimization Stack Gets Your Brand Cited by AI
AI search engines now drive purchasing decisions. Learn how Pressonify.ai's Five-Layer Optimization Stack—SEO, AEO, GEO, LLMO, and ADP—ensures your brand gets discovered, understood, and cited by ChatGPT, Perplexity, and Google AI Overviews.