AI-Resistant Keywords skill

The skill file

---
name: ai-resistant-keywords
description: Sort keywords into the ones AI answers absorb without a click and the ones that still send traffic, and say why each lands where it does.
owner: Moonrank GEO Agent
---

# AI-Resistant Keywords

Some of your keywords already have no future as clicks. An answer engine
handles them completely, and the user never arrives. Others resist, because
they require a contextualised choice a generic answer cannot make.

This sorts a list into the two camps, and justifies every verdict.

## When to use
- Deciding what to write next, when half the plan may already be absorbed.
- Explaining a traffic decline that rankings do not explain.
- Rebalancing a content plan toward what still converts.

## Inputs
- **Required:** a keyword list, or a theme to generate one from.

What is the AI-Resistant Keywords skill?

The AI-Resistant Keywords skill is how Moonrank's GEO Agent tells apart the keywords that still send traffic from the ones an answer engine now handles completely. It applies one test to each — would a generic, unsourced, three-sentence answer satisfy this query? — and backs every verdict with the modifier or the test result that produced it.

The counterintuitive part is volume. A high-volume definitional term is the most exposed keyword you own, not the safest, because it is exactly the kind of question an answer engine finishes on the results page.

It's written as a SKILL.md, a plain-language instruction format that people and AI agents can both follow. Read it to triage your own list, hand it to a content lead as a brief, or let the GEO Agent sort your tracked keywords.

See it in action

From input to fix list

1. 1

   You share the keywords

   A list, or a theme for the agent to generate one from.

2. 2

   Moonrank applies the test

   Would a generic three-sentence answer satisfy this query? That decides the camp.

3. 3

   It records the signal

   The modifier or test result behind each verdict — never a verdict on instinct.

4. 4

   It returns two tables

   Absorbed and resistant, with a recommended treatment for the absorbed half.

Everything it checks

When to reach for it

• Explain a traffic drop that rankings don't explain.
• Rebalance a content plan toward what still converts.
• Decide which definitional pages are still worth writing.
• Stop investing in keywords whose click is already gone.
• Show a stakeholder why flat rankings and falling traffic coexist.

Frequently asked questions