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.
How Pressonify.ai Builds Press Releases for the AI Age
Traditional press releases are largely 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 every release is built to be discovered and cited.
10 Bold Predictions for AI Search, SEO, and the Citation Economy in 2026
How the shift from clicks to citations will reshape digital marketing, and why the brands that adapt now will dominate tomorrow.
The Citation Economy is Here: How AI Discovery Protocol v3.0 Changes Everything
Traditional SEO is table stakes. AI systems now mediate 30%+ of discovery journeys. Learn how Pressonify's ADP v3.0 infrastructure, with dedicated AI endpoints and real-time crawler tracking, positions your brand for the Citation Economy.
The Dual-Track PR Strategy for 2026: Optimizing for Google AND ChatGPT
Google maintains 90% of search market share in 2025, but AI search tools are growing rapidly with 800M+ weekly ChatGPT users. The winning PR strategy optimizes for both tracks simultaneously. Discover how Pressonify's Five-Layer Stack builds in both traditional SEO foundations and AI citation readiness, automatically.
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 the ADP 2.1 endpoints, HTTP headers, and shows how Pressonify implements ADP in production.
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.
GEO (Generative Engine Optimization): The 2026 Guide to Getting Cited by AI
SEO gets you ranked. GEO gets you cited. What Generative Engine Optimization is, how it differs from SEO, and the exact steps to get cited by ChatGPT, Perplexity, and Google AI Overviews.
Legacy PR Platforms Aren't AI-Ready: A Technical Audit of llms.txt and AI Discovery Depth
Major PR distribution platforms charge hundreds of dollars per release, yet their AI discovery layer is at most a small llms.txt. We tested them endpoint by endpoint. The results were consistent.
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.