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Machine Relations (MR) Insights
Daily intelligence at the intersection of Machine Relations (MR), GEO, and AI visibility.
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Best AI PR Agencies for Cybersecurity Companies in 2026
Security decision-makers now start vendor research in AI engines, not search engines. Here is how to evaluate AI PR agencies for cybersecurity companies and what separates the ones that earn AI citations from the ones that don't.
AI-Enabled Public Relations Agency Pricing in 2026: Retainer Costs, Models, and What You're Actually Buying
A complete breakdown of AI-enabled PR agency pricing models in 2026: monthly retainer costs, performance-based structures, what each pricing model signals about incentives, and how to evaluate what you're actually buying.
AI Search Visibility for Professional Services Firms in 2026
Professional services firms are losing discovery to AI search engines. Here is what drives AI visibility for consulting, law, accounting, and advisory firms in 2026 and why earned media is the foundation.
How to Get Featured in the Financial Times in 2026
A practical guide to earning editorial coverage in the Financial Times in 2026 — how FT journalists make decisions, which paths actually work, and why FT coverage now compounds as AI citation authority.
How to Get Featured in Entrepreneur Magazine in 2026
Getting featured in Entrepreneur Magazine in 2026 requires more than a strong pitch. Learn how Entrepreneur's DA 93 authority translates to AI search citations and what editors actually look for.
Best AI PR Agencies for Healthcare Companies in 2026
The best AI PR agencies for healthcare companies in 2026 earn citations in the medical trade publications and tier-1 business outlets that AI engines actually cite — not just placements that look good in a report.
Does llms.txt Improve AI Search Visibility?
The data on llms.txt is in: 300,000 domains, zero statistical correlation with AI citations. Here is what the research shows, why the file cannot move the citation needle, and what actually drives AI search visibility in 2026.
Do AI Search Engines Have Brand Bias
Academic research proves AI search engines have systematic brand bias. Here's what the data shows about how LLMs pick favorites, which brands benefit, and what it means for your visibility strategy.
How to Get Featured in Fortune Magazine in 2026
A practical guide to earning Fortune magazine coverage in 2026: what editors look for, how to pitch, and why a Fortune placement now carries twice the strategic value it did before AI search.