Agent skill, easy

Find the keywords a domain ranks for, as a skill your agent installs.

Domain keywords API for an agent: it sends a domain or a page URL to a catalog endpoint and reads organic keywords, paid keywords and ranking position back. Several providers sell the call, so the agent tries the cheapest first. You pay per call, and a failed call costs nothing.

Give this to your agent
set up looot - https://looot.ai/skill.md

Install

How do I install this skill?

Two steps. Set up looot once, then save this skill file where your agent reads skills.

1. Set up looot once

Give this line to your agent
set up looot - https://looot.ai/skill.md

Works in Claude Code, Cursor, Codex and ChatGPT through MCP. Searching and inspecting are free.

2. Save the skill

Save the skill file for Claude Code
mkdir -p ~/.claude/agent-skills/looot-domain-keywords && curl -fsSL https://looot.ai/agent-skills/domain-keywords/SKILL.md -o ~/.claude/agent-skills/looot-domain-keywords/SKILL.md

Or open the raw SKILL.md and drop it into the skills folder of your own agent.

When it starts

What do I say to start this skill?

Any of these starts it. The agent asks for what is missing, nothing more.

  • Example prompt
    what keywords does example.com rank for

  • Example prompt
    show me the organic keywords of this competitor

  • Example prompt
    which queries bring traffic to this site

It asks for

  • A domain or a page URL
  • The country, when the user cares about one market

It hands back

  • Organic keywords
  • Paid keywords
  • Ranking position
  • Monthly searches
  • Cost per click

Show keyword, position, monthly searches and CPC for the top rows, and say how many keywords exist in total.

How it runs

What does the agent do when it runs?

Four moves, in this order, with the price known before any money moves.

  1. Step 1

    Discover

    looot discover finds the endpoints that match the task. It is free.

  2. Step 2

    Inspect

    looot inspect shows the price and the exact input before anything is spent. It is free.

  3. Step 3

    Run

    looot run executes the call with an idempotency key, so a retry never charges twice. The agent reads the run status, not the HTTP code.

  4. Step 4

    Fall back

    On a provider error or a timeout the agent tries the next endpoint in the skill, cheapest first. It never retries a bad input elsewhere.

The file

What is inside the SKILL.md?

The whole file, as your agent reads it. No price is written in it: the agent reads the live price with looot inspect.

SKILL.md for Find the keywords a domain ranks for
---
name: looot-domain-keywords
description: Find the keywords a domain ranks for. Use when the user says things like "what keywords does example.com rank for", "show me the organic keywords of this competitor" or "which queries bring traffic to this site". Runs through looot, billed per call.
---

# Find the keywords a domain ranks for

Domain keywords API for an agent: it sends a domain or a page URL to a catalog endpoint and reads organic keywords, paid keywords and ranking position back. Several providers sell the call, so the agent tries the cheapest first. You pay per call, and a failed call costs nothing.

This skill needs the looot skill set up first: https://looot.ai/skill.md

## Ask for these inputs

The job takes a domain or a page URL. Example: example.com.

- A domain or a page URL
- The country, when the user cares about one market

## Run it

1. Find the endpoint: `looot discover --mode auto --query "domain keywords"`. The endpoints listed below are the known matches.
2. Read the price and the input schema before spending: `looot inspect <endpoint-id>`. Tell the user the price, then run.
3. Run it: `looot run adyntel-domain-keywords --input '{"company_domain":"example.com","limit":50}' --idempotency-key <new-key> --wait`. Reuse the same key only to retry the same request.
4. Read the run's `status` and `error`, not the HTTP status. A run can return `failed` with a normal response.
5. If a run fails with a provider error or times out, try the next endpoint from the list below, cheapest first. If it fails on your input (a 4xx style error), fix the input. Do not retry it on other providers.

## Endpoints

Each endpoint reads the same job from a different provider. They differ in inputs, fields and price. Run `looot inspect` on the ones that take the input you hold, start with the cheapest, and move to the next on a provider error.

- `adyntel-domain-keywords`: lists the keywords a domain ranks for organically and the ones it pays for on Google, with a limit and a language
- `dataforseo-dataforseo-labs-google-ranked-keywords-live-ai`: lists what a domain or a page ranks for, with the result types, impressions and monthly searches, plus filters and ordering
- `dataforseo-dataforseo-labs-google-keywords-for-site-live`: returns keywords relevant to a site with categories, last-month volume, cost per click, competition and a 12-month trend

## What comes back

- Organic keywords
- Paid keywords
- Ranking position
- Monthly searches
- Cost per click

## Answer rule

Show keyword, position, monthly searches and CPC for the top rows, and say how many keywords exist in total.

## Before you start

- Choose the location and language. Rankings are local, and a domain can rank first in one country and not at all in the next.
- Set a limit. A large site ranks for hundreds of thousands of keywords, and results are billed per call, so ask for the top slice first.
- Look at one page at a time when you can. One endpoint accepts a page URL, and the keyword set of a single article is easier to act on than that of a whole site.

## Cost rules

- Searching and inspecting are free. Running is billed per call at the price `looot inspect` shows.
- Say the price before the first run, and the total after a batch.
- Never loop a failing call. Stop after two failures and report what failed.

## When not to use this skill

Use `looot-keyword-volume` instead when you have the keywords and want their volume and cost per click.

Page for people: https://looot.ai/agent-skills/domain-keywords

Wrong fit

When should I use a different skill?

Use Check keyword volume and CPC when you have the keywords and want their volume and cost per click.

FAQ

What do people ask about this skill?

Send the domain to a ranked-keywords endpoint. The answer lists the phrases the site appears for, with the position and the monthly searches. Sort by traffic to find the pages that matter.

The same job as a page with the full price ladder: Domain keywords API for AI agents. Updated 2026-10-04.

For agents
skill
looot-domain-keywords
file
https://looot.ai/agent-skills/domain-keywords/SKILL.md
difficulty
easy
input
a domain or a page URL
endpoint
adyntel-domain-keywords
endpoint
dataforseo-dataforseo-labs-google-ranked-keywords-live-ai
endpoint
dataforseo-dataforseo-labs-google-keywords-for-site-live
setup
https://looot.ai/skill.md
llms.txt
https://looot.ai/llms.txt
updated
2026-10-04

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