AI Detection skill

The skill file

---
name: ai-detection
description: Check whether content reads as AI-generated and rewrite it into natural, specific writing that resonates with humans and survives AI-content classifiers.
owner: Moonrank GEO Agent
---

# AI Detection

AI-flavored writing costs you twice: readers bounce off it, and classifiers
flag it. Find the tells — uniform sentence rhythm, hedging boilerplate,
listicle-itis, generic transitions — and rewrite until the text sounds like a
person who was actually there.

## When to use
- A draft came out of an LLM and you need it to read like a human wrote it before it ships.
- Detection tools score your published pages as likely AI, and you suspect readers feel it too.
- Engagement on generated content lags your hand-written pages and you want to know why.

## Inputs
- **Required:** the draft or page URL to audit.
- **Optional:** two or three pieces of your best-performing human-written content as a voice reference, and any first-hand material (customer quotes, data, screenshots) to weave in.

What is the AI Detection skill?

The AI Detection skill is the editing pass Moonrank's GEO Agent runs on every draft before it ships: a systematic hunt for the tells that make text read as machine-written — same-length sentences, hedging boilerplate, lists that exist to fill space, transitions nobody says out loud — followed by a rewrite built on specificity and first-hand detail.

It's written as a SKILL.md, a plain-language instruction format that people and AI agents can both follow. Read it to learn what actually flags a page as AI-generated — to readers and to classifiers — adapt it as your team's editing checklist, or let the GEO Agent run the audit and the rewrite for you.

Downloading the playbook is free with a Moonrank account. Applying it to every article before publication — flagging the tells, injecting the specifics, re-scoring the result — is part of how the GEO Agent ships content that performs.

See it in action

From input to fix list

1. 1

   You provide the draft

   Paste the text or page URL, plus any first-hand material worth weaving in — quotes, data, real examples.

2. 2

   Moonrank scans for tells

   The GEO Agent flags uniform rhythm, hedging boilerplate, filler lists, and generic transitions, passage by passage.

3. 3

   It rewrites with specificity

   Hollow claims become real numbers, named examples, and varied cadence — or get cut entirely.

4. 4

   It re-scores the result

   The rewrite is checked against classifiers and a human skim test, and any section still reading as filler goes back through.

Everything it checks

When to reach for it

• Make an LLM-generated draft read like a human wrote it before it ships.
• Fix published pages that detection tools score as likely AI.
• Find out why generated content underperforms your hand-written pages.
• Build an editing checklist your whole team applies to AI-assisted drafts.
• Cut the hollow sections padding your articles to a word count.

Frequently asked questions