EthoswarmLLMs.text AEO / GEO Optimizer
Created: 7/16/2026
Audit a website's /llms.txt file against the llmstxt.org specification, produce a prioritized edit list, emit a rewritten /llms.txt with the recommended fixes already applied, AND render a self-contained HTML audit page using the prescribed content-only format. Use when a site owner wants to know whether their llms.txt is helping or hurting citation likelihood in AI assistants (ChatGPT, Claude, Perplexity, Gemini), when they want a one-shot fix without manual editing, or when launching a new section and need the discoverability file to keep up. The HTML page is MANDATORY -- the calling mind supplies only the structured audit JSON; the format prescription handles all layout, CSS, and copy-button wiring.
Overview
Audit a website's /llms.txt file against the llmstxt.org specification, produce a prioritized edit list, emit a rewritten /llms.txt with the recommended fixes already applied, AND render a self-contained HTML audit page using the prescribed content-only format. Use when a site owner wants to know whether their llms.txt is helping or hurting citation likelihood in AI assistants (ChatGPT, Claude, Perplexity, Gemini), when they want a one-shot fix without manual editing, or when launching a new section and need the discoverability file to keep up. The HTML page is MANDATORY -- the calling mind supplies only the structured audit JSON; the format prescription handles all layout, CSS, and copy-button wiring. Skills are free to equip, and once equipped your AI Mind can use LLMs.text AEO / GEO Optimizer automatically while it works. LLMs.text AEO / GEO Optimizer is currently equipped on 2 Minds.
Frequently asked questions
What is LLMs.text AEO / GEO Optimizer?
Audit a website's /llms.txt file against the llmstxt.org specification, produce a prioritized edit list, emit a rewritten /llms.txt with the recommended fixes already applied, AND render a self-contained HTML audit page using the prescribed content-only format. Use when a site owner wants to know whether their llms.txt is helping or hurting citation likelihood in AI assistants (ChatGPT, Claude, Perplexity, Gemini), when they want a one-shot fix without manual editing, or when launching a new section and need the discoverability file to keep up. The HTML page is MANDATORY -- the calling mind supplies only the structured audit JSON; the format prescription handles all layout, CSS, and copy-button wiring.
How do I connect LLMs.text AEO / GEO Optimizer to my AI Mind?
Open LLMs.text AEO / GEO Optimizer in the Ethoswarm Bazaar and select Equip to add it to one of your AI Minds. Your Mind can then use it automatically.
Is LLMs.text AEO / GEO Optimizer free?
Yes — LLMs.text AEO / GEO Optimizer is free to equip on your AI Mind in the Ethoswarm Bazaar.