bencium-aeo

bencium-aeo is a plugin for Claude Code from bencium/bencium-marketplace. Its manifest loads nothing; the 1 skill it bundles cost 57 tokens per session together, scanned A, original, MIT.

Answer Engine Optimization, the practice of preparing content so AI search systems such as ChatGPT, Claude, Gemini, and AI Overviews can find and cite it.

In plain words
What is it for?
Use it to optimize website content for citations from AI search systems.
Why use it?
It helps make website content more suitable for visibility in AI-generated search answers.

Plugin for Claude Code

Written for Claude Code: a Claude Code plugin manifest.

Good fit Use it to optimize website content for citations from AI search systems.

Compare 6 plugins from other repositories ↓
Install in Claude Code
/plugin marketplace add bencium/bencium-marketplace/plugin install bencium-aeo
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/bencium/bencium-marketplace

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for bencium-aeo

README.md
[![agentmods](https://agentmods.dev/badge/plugins/bencium/bencium-marketplace/bencium-aeo.svg)](https://agentmods.dev/plugins/bencium/bencium-marketplace/bencium-aeo)
Your own site
<a href="https://agentmods.dev/plugins/bencium/bencium-marketplace/bencium-aeo"><img src="https://agentmods.dev/badge/plugins/bencium/bencium-marketplace/bencium-aeo.svg" alt="Measured on agentmods" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured The manifest loads nothing itself; its 1 skill cost 57 tokens a session between them.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

bencium-aeo scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

bencium-aeo/.claude-plugin/plugin.json · 8 lines

What it actually says

{
  "name": "bencium-aeo",
  "version": "1.0.0",
  "description": "Answer Engine Optimization for AI search visibility. Optimize content for ChatGPT, Claude, Gemini, AI Overviews citations.",
  "author": { "name": "bencium.io", "url": "https://bencium.io" },
  "keywords": ["aeo", "seo", "ai-search", "content-optimization"]
}
Contents

What it installs

The manifest is a name and a version. 1 skill travel with it, and installing the plugin installs all of them — 57 tokens a session between them. Each is measured on its own page, and each can be installed alone.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 8 lines scan A 4b3e72dc328a

Subscribe to this mod's changes

bencium-aeo is a plugin published in the GitHub repository bencium/bencium-marketplace (420 stars, last pushed 8d ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.