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Prominara
Prominara is an AI visibility platform for generative engine optimization (GEO): it finds where ChatGPT, Perplexity and Google AI recommend competitors instead of you, writes the fixes, and measures what worked. URL: https://prominara.com. Updated: 2026-10-25. For full content see https://prominara.com/llms-full.txt
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-25T11:19:42.610Z. Cached copy · Source on prominara.com
# Prominara
> Prominara is an AI visibility platform for generative engine optimization (GEO): it finds where ChatGPT, Perplexity and Google AI recommend competitors instead of you, writes the fixes, and measures what worked. URL: https://prominara.com. Updated: 2026-10-25. For full content see https://prominara.com/llms-full.txt
## About Prominara
Prominara helps marketing teams and agencies win visibility in AI answers. It tracks the prompts your buyers actually ask across ChatGPT, Perplexity, Gemini, and Google’s AI surfaces, shows which sources get cited (and where competitors appear instead of you), audits your pages for AI-readiness, and measures whether the changes you ship actually move citation rates. Impact is measured with a published protocol rather than a single-sample score. See https://prominara.com/methodology.
## Founder & Author
Nicolás Rodriguez Seara is the founder of Prominara, a GEO platform that tracks brand visibility across AI answers. He spent over two decades scaling engineering and marketing-technology organizations — Director of Engineering at Mercado Libre (NASDAQ: MELI) and VP of Engineering at Kavak — before building Prominara. Profile: https://prominara.com/authors/nicolas-rodriguez-seara. LinkedIn: https://www.linkedin.com/in/nicolasseara.
## Supported AI Platforms
- ChatGPT (OpenAI)
- Perplexity AI
- Google AI (Gemini with live Google Search)
- Google AI Overviews (real AI Overview block from the Google SERP)
- Google AI Mode (English markets)
## Core Features
### MCP Server (connect your own AI agent)
Prominara runs a remote Model Context Protocol server at https://mcp.prominara.com. Adding it to Claude, ChatGPT, Cursor, Codex or any other MCP client lets that assistant read your Prominara data and take a small set of safe actions on your behalf: list sites, read visibility and citation data, list missions and sources, read measurement verdicts, create tracked prompts, run a check, log a content change, set a mission status, and enable or disable prompts. Authentication is OAuth 2.1 with per-connection consent and separate read and write permissions; no tool deletes data, changes billing or reaches another organization. Included in every plan and in the 14-day trial, with no separate usage meter. Details: https://prominara.com/mcp (Markdown: https://prominara.com/mcp.md). Setup guides: https://prominara.com/docs/agents.
Machine discovery: server card https://prominara.com/.well-known/mcp/server-card.json (tool list, no login), protected-resource metadata https://mcp.prominara.com/.well-known/oauth-protected-resource, authorization-server metadata https://prominara.com/.well-known/oauth-authorization-server.
### AI Visibility Scanner
Analyze any URL and receive a comprehensive AI visibility score (0-100) with actionable recommendations across content structure, entity coverage, authority signals, and technical readiness.
### Citation Tracking
Create monitors to track when and how AI engines cite your
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