Agent skill, easy

Check keyword volume and CPC, as a skill your agent installs.

Keyword volume and CPC API for an agent: it sends a list of keywords, a country and a language to a catalog endpoint and reads monthly search volume, cost per click and paid competition 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-keyword-volume && curl -fsSL https://looot.ai/agent-skills/keyword-volume/SKILL.md -o ~/.claude/agent-skills/looot-keyword-volume/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
    how many people search for crm for startups

  • Example prompt
    get volume and cost per click for these keywords

  • Example prompt
    which of these keywords is worth writing about

It asks for

  • The keywords, one or a batch
  • The country and language, because volume differs by market

It hands back

  • Monthly search volume
  • Cost per click
  • Paid competition
  • Search intent
  • Keyword difficulty

Show a table of keyword, monthly volume, CPC and difficulty, sorted by volume. State the country the numbers belong to.

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 Check keyword volume and CPC
---
name: looot-keyword-volume
description: Check keyword volume and CPC. Use when the user says things like "how many people search for crm for startups", "get volume and cost per click for these keywords" or "which of these keywords is worth writing about". Runs through looot, billed per call.
---

# Check keyword volume and CPC

Keyword volume and CPC API for an agent: it sends a list of keywords, a country and a language to a catalog endpoint and reads monthly search volume, cost per click and paid competition 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 list of keywords, a country and a language. Example: project management software, crm for startups.

- The keywords, one or a batch
- The country and language, because volume differs by market

## Run it

1. Find the endpoint: `looot discover --mode auto --query "keyword volume and cpc"`. 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 dataforseo-keywords-data-google-ads-search-volume-live-ai --input '{"keywords":["project management software","crm for startups"],"location_name":"United States","language_code":"en"}' --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.

- `dataforseo-keywords-data-google-ads-search-volume-live-ai`: returns Google Ads search volume for a list of keywords in a chosen location and language
- `dataforseo-dataforseo-labs-google-keyword-overview-live-ai`: returns cost per click, paid competition, search volume, search intent and monthly searches, for up to 700 keywords
- `dataforseo-dataforseo-labs-google-bulk-keyword-difficulty-live`: scores the difficulty of ranking in the top 10 for up to 1,000 keywords in one request
- `dataforseo-bing-search-volume`: returns search volume for the same keywords on Bing

## What comes back

- Monthly search volume
- Cost per click
- Paid competition
- Search intent
- Keyword difficulty

## Answer rule

Show a table of keyword, monthly volume, CPC and difficulty, sorted by volume. State the country the numbers belong to.

## Before you start

- Pick the location and language first. Volume for the United States and for the United Kingdom differ, and a keyword list without a location returns a number you cannot use.
- Batch the keywords. The overview endpoint takes up to 700 keywords in one call and the difficulty endpoint up to 1,000, so one call beats a loop of single lookups.
- Volume from the ads side is a range of intent, not a traffic forecast. Use it to rank keywords against each other, not to promise visits.

## 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-domain-keywords` instead when you want the keywords one site already ranks for, not volume for a list you wrote.

Page for people: https://looot.ai/agent-skills/keyword-volume

Wrong fit

When should I use a different skill?

Use Find the keywords a domain ranks for when you want the keywords one site already ranks for, not volume for a list you wrote.

FAQ

What do people ask about this skill?

Send the keyword with a location and a language to a search-volume endpoint. Your agent gets the monthly volume back. For a list, send all the keywords in one call.

The same job as a page with the full price ladder: Keyword volume and CPC API for AI agents. Updated 2026-10-04.

For agents
skill
looot-keyword-volume
file
https://looot.ai/agent-skills/keyword-volume/SKILL.md
difficulty
easy
input
a list of keywords, a country and a language
endpoint
dataforseo-keywords-data-google-ads-search-volume-live-ai
endpoint
dataforseo-dataforseo-labs-google-keyword-overview-live-ai
endpoint
dataforseo-dataforseo-labs-google-bulk-keyword-difficulty-live
endpoint
dataforseo-bing-search-volume
setup
https://looot.ai/skill.md
llms.txt
https://looot.ai/llms.txt
updated
2026-10-04

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