GEO Audit Orchestration Agent Skill

Full website GEO+SEO audit with parallel subagent delegation.

Context cost
4.8k tokensestimated from the bundle, loaded when it triggers
Bundle
2 files · 19.2 kBtext throughout, nothing executable
Licence
MITthe author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

Full website GEO+SEO audit with parallel subagent delegation. Orchestrates a comprehensive Generative Engine Optimization audit across AI citability, platform analysis, technical infrastructure, content quality, and schema markup. Produces a composite GEO Score (0-100) with prioritized action plan.

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

marketingseo
Filed under

Sales & CRM

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md16.8 kB · preview
--- name: geo-audit allowed-tools: - Read - Grep - Glob - Bash - WebFetch - Write ---
13# GEO Audit Orchestration Skill
14
15## Purpose
16
17This skill performs a comprehensive Generative Engine Optimization (GEO) audit of any website. GEO is the practice of optimizing web content so that AI systems (ChatGPT, Claude, Perplexity, Gemini, etc.) can discover, understand, cite, and recommend it. This audit measures how well a site performs across all GEO dimensions and produces an actionable improvement plan.
18
19> **What this composite is, and what it isn't.** This score is a **readiness** measure: it reads public signals (content, schema, crawler access, off-page authority) and infers how citable and recommendable the site is. It does **not** query the AI engines to confirm the business is actually named in their answers. Read it as "how well-built for AI is this site," not "is this site in the answer right now." For the live outcome, run the free scan at **[areyoufoundbyai.com](https://areyoufoundbyai.com)**: two buyer questions on ChatGPT and Gemini, no signup; Pro asks up to 25 buyer questions across seven engines on the schedule you choose, from a shared token balance, and its headline measure is the named share of saved answers (the two are complementary: readiness here, visibility there; see [docs/THL-GEO-METHOD.md](../../docs/THL-GEO-METHOD.md)). This composite is the open audit's own formula. It is not the product's AI Readiness score, which is built differently (five site signals, with the off-site Footprint scored separately). Every dimension below carries a provenance tag; a [heuristic] tag means model judgement from signals, not a measured fact.
20
21## Key Insight
22
23Traditional SEO optimizes for search engine rankings. GEO optimizes for AI citation and recommendation. Sites that score high on GEO metrics see 30-115% more visibility in AI-generated responses (Georgia Tech / Princeton / IIT Delhi 2024 study). The two disciplines overlap but have distinct requirements.
24
25---
26
27## THL enhancements (this fork)
28
29Tech Horizon Labs runs this audit as part of a three-layer method (see [docs/THL-GEO-METHOD.md](../../docs/THL-GEO-METHOD.md)):
30
31- **External benchmark.** Alongside the dimensional composite below, run the agent-readiness-scan skill (THL-original) for Cloudflare's independent isitagentready.com 0 to 100 score. Record both; on a re-audit, track the delta on each: the movement is the proof, not the first number.
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md2,487 words
Files2
LicenceMIT
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈100
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
4,700
on trigger
The instruction body and 1 supporting file, read only when the skill fires.
2.4%
of a 200k window
Ten skills this size would take about 24% of the window before you open a file.
050k100k150k200k context window

4.8k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

It does ask the agent to write files and to fetch pages, using the file and network access your client already has.

What it asks for
Writes filesyes
Network accessyes

Read from the allowed-tools line of this skill’s own SKILL.md. It also asks for Bash, which could do either, so what is not named there is not ruled out. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

2 files, 19.2 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md16.8 kB
  • references/thl-audit-checklist.md2.4 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 2 files you can review in full before installing. The MIT licence covers the templates and examples as well as the instructions.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# GEO Audit Orchestration · 4.8k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/geo-audit-orchestration/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/geo-audit-orchestration" ] && { [ ! -e .claude/skills/geo-audit-orchestration ] || { mv .claude/skills/geo-audit-orchestration "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/geo-audit-orchestration" .claude/skills/ && echo "Installed .claude/skills/geo-audit-orchestration"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add techhorizonlabs/geo-audit-orchestration

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/geo-audit-orchestration/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/geo-audit-orchestration/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/geo-audit-orchestration" ] && { [ ! -e ~/.claude/skills/geo-audit-orchestration ] || { mv ~/.claude/skills/geo-audit-orchestration "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/geo-audit-orchestration" ~/.claude/skills/ && echo "Installed ~/.claude/skills/geo-audit-orchestration" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/geo-audit-orchestration/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where. It appears as geo-audit in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, geo-audit-orchestration.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Versionnot versioned
Publishedno release date on file
PriceFree
Referencetechhorizonlabs/geo-audit-orchestration

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

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