AEO content optimization for AI search visibility
Make content citable by ChatGPT, Claude and Gemini — extraction-ready sentences, single-topic pages, FAQ schema, evidence panels, freshness rules
- What
- Make content citable by ChatGPT, Claude and Gemini — extraction-ready sentences, single-topic pages, FAQ schema, evidence panels, freshness rules
- Cost
- Free
- Needs
- a website or content to optimize — the skill is guidance the agent follows, not software to install
- Install
- Copy the installer prompt below into your Muse — your agent does the rest.
Curated by Skill Harbor — @bencium's AEO (Answer Engine Optimization) skill: optimize content for AI citations, not traditional search rankings. Core principles: the 18-token extraction rule (key claims must be self-contained, quotable sentences needing zero surrounding context), single-topic focus pages (focused URLs beat comprehensive guides), citations plus statistics (verifiable data, methodology, collection date, expert attribution), and freshness (most AI citations come from content updated in the last 10 months). The skill walks the agent through the authority-level strategy (challengers optimize aggressively; established sites keep a light touch — over-optimizing a rank-1 site can lose visibility), then what to generate: a 50-word dated product overview, 15 FAQs with JSON-LD schema (30-50 word answers, persistent anchor IDs), evidence panels (claim, methodology, data source, date, limitations), JSON-LD schema blocks (FAQPage, HowTo, Product, Organization), an anti-pattern list (keyword stuffing, vague hedged language, multi-topic guides, FAQ answers over 50 words, buried answers), a 0-10 scoring framework (extraction, focus, authority, freshness), an implementation checklist, and a testing protocol (ask ChatGPT/Claude/Gemini "What is X?", "Compare X to Y", "What's the best…", then track mentions, links, accuracy, quoted evidence). Honest caveats: claims like "30-40% more visibility" and the Princeton findings are the skill author's — treat them as marketing lore, not verified facts; full templates live in the skill's `prd.md`, not in SKILL.md. MIT licensed. Skill Harbor never reviews the code, review it yourself before use. Discovered via skills.sh.
Version:
Install
Prerequisites: a website or content to optimize — the skill is guidance the agent follows, not software to install Install "AEO content optimization for AI search visibility" for me. It gives my agent @bencium's AEO playbook: the 18-token extraction rule, single-topic focus pages, citations + statistics, freshness rules, authority-level strategy (challengers vs established sites), and what to generate — a dated 50-word product overview, 15 FAQs with JSON-LD schema, evidence panels, JSON-LD schema blocks, an anti-pattern list, a 0-10 scoring framework, an implementation checklist, and a testing protocol across ChatGPT/Claude/Gemini. Full templates live in the skill's prd.md. MIT-licensed. Repository: https://github.com/bencium/bencium-marketplace/blob/main/bencium-aeo/skills/bencium-aeo/SKILL.md 1. Fetch the SKILL.md file (and any helper files) from the repository path into a temporary folder and summarize what it does in one or two sentences. 2. Safety check: review the SKILL.md and scripts for anything suspicious (unexpected network calls, shell commands, credential harvesting). This repo should contain zero secrets in code, credentials only via the secure vault, allowed hosts declared in the SKILL.md. Verify that holds here; STOP on any red flag and tell me. 3. Install it as a skill: copy SKILL.md and its helper files into the agent's skills directory, in a folder named "bencium-aeo". 4. Verify with no network calls: frontmatter valid, files in place. 5. Report what was installed, where, and what I still need to do myself (e.g. point the agent at the content to optimize; nothing else — it's a methodology). GitHub is optional: if I have a GitHub account or the gh CLI, you may use it; otherwise public access is fine. Never require it unless it's in the prerequisites above. Rules: don't touch anything outside the temp folder and the install target. If anything looks off, stop and ask me.
Questions
How do I install a build?
Every product page includes a copy-paste install prompt. Paste it into your Muse and it sets the build up for you — no manual configuration.
Where does my money go?
Straight to the seller. Skill Harbor never processes payments: checkout happens on the seller’s own page, usually Stripe.
What does the ✓ next to a creator’s name mean?
It means we confirmed the identity of the person behind the listing. It says nothing about the code itself — always check a build before installing it.