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LLM Cartel
A hyperfocused GEO and AEO agency. LLM Cartel engineers brand visibility inside AI answers, getting ChatGPT, Claude, Gemini, and Perplexity to mention your brand first when customers ask for recommendations.
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-25T14:39:16.726Z. Cached copy · Source on llmcartel.com
# LLM Cartel
> A hyperfocused GEO and AEO agency. LLM Cartel engineers brand visibility inside AI answers, getting ChatGPT, Claude, Gemini, and Perplexity to mention your brand first when customers ask for recommendations.
LLM Cartel is a digital marketing agency founded in 2026 in Boca Raton, Florida. The agency does only Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO) and explicitly refuses traditional keyword-rank-tracking SEO, generic link-building, and AI-generated filler content. Three productized monthly packages: Emergence ($999), Growth ($2,250), and Dominance ($4,580). Founded by Patrick Coombe (CEO, also CEO of Elite Strategies and creator of jsonld.com) and Jacquelyn Coombe (Co-Founder and COO). The team is rounded out by Amanda Sherry (Head of AI Content Strategy).
## Core pages
- [Home](https://llmcartel.com/): Hero pitch, the six-phase GEO strategy, what we help with, what we will not help with, package preview, and why us.
- [Services and Pricing](https://llmcartel.com/services): Full breakdown of the three packages (Emergence, Growth, Dominance) including monthly price, target customer, and feature list per tier.
- [About](https://llmcartel.com/about): Team biographies, agency origin story, and operating philosophy.
- [Research](https://llmcartel.com/research): Field reports, live case studies, and methodology pieces. Where we publish what we learn measuring our own GEO performance and the wider AI search ecosystem.
## Research posts
- [Do LLM Bots Actually Use Cloudflare's Markdown for Agents?](https://llmcartel.com/research/markdown-for-agents): A concluded 25-day experiment (2026-07-08 to 2026-08-01) on a real high-traffic client site (a car dealer on WordPress behind Cloudflare Pro). We turned on Cloudflare's Markdown for Agents - edge content negotiation that serves a clean, ~95%-smaller markdown version of a page to clients sending Accept: text/markdown - confirmed it works (96% of markdown requests fulfilled; 23 KB markdown vs 369 KB HTML on a vehicle page), then measured adoption with unsampled Cloudflare Log Explorer edge logs. Result: a negative one. Across 2.78M requests, the named AI crawlers (GPTBot, ClaudeBot, ChatGPT-User, OAI-SearchBot, PerplexityBot, Bytespider, Amazonbot, Meta-ExternalAgent, Applebot, CCBot) made 121,824 requests and asked for markdown zero times; real Googlebot (AS15169) 87,789 requests, zero. Only 2,779 markdown responses were served at all - 1,274 to ShapBot/Shap-User (an obscure verified AI Search crawler) and 1,493 to a spoofed "Googlebot" scraper rotating across 33 networks and 1,493 IPs. Operational lesson: verify crawlers by client ASN, not user-agent. Verdict: markdown negotiation is not a distribution channel today; low-risk to leave on, no AI-visibility benefit now.
- [How Much of Your AI Crawler Traffic Is Fake?](https://llmcartel.com/research/fake-ai-crawlers): Published 2026-10-07. Cartel Files Vol. 05. We checked every request claiming a named AI cr
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