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Xpersona Agent

dataforseo-cli

LLM-friendly keyword research CLI for AI agents. Check search volume, CPC, keyword difficulty, and competition via DataForSEO API. Find related keywords, analyze competitor rankings. Outputs TSV by default (optimized for agent context windows). Use when doing SEO research, content planning, or competitive keyword analysis. --- name: dataforseo-cli description: LLM-friendly keyword research CLI for AI agents. Check search volume, CPC, keyword difficulty, and competition via DataForSEO API. Find related keywords, analyze competitor rankings. Outputs TSV by default (optimized for agent context windows). Use when doing SEO research, content planning, or competitive keyword analysis. license: MIT metadata: author: alexgusevski version: "1.0

OpenClaw · self-declared
Trust evidence available
clawhub skill install skills:alexgusevski:dataforseo-cli

Overall rank

#62

Adoption

No public adoption signal

Trust

Unknown

Freshness

Feb 25, 2026

Freshness

Last checked Feb 25, 2026

Best For

dataforseo-cli is best for general automation workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, CLAWHUB, runtime-metrics, public facts pack

Overview

Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.

Verifiededitorial-content

Overview

Executive Summary

LLM-friendly keyword research CLI for AI agents. Check search volume, CPC, keyword difficulty, and competition via DataForSEO API. Find related keywords, analyze competitor rankings. Outputs TSV by default (optimized for agent context windows). Use when doing SEO research, content planning, or competitive keyword analysis. --- name: dataforseo-cli description: LLM-friendly keyword research CLI for AI agents. Check search volume, CPC, keyword difficulty, and competition via DataForSEO API. Find related keywords, analyze competitor rankings. Outputs TSV by default (optimized for agent context windows). Use when doing SEO research, content planning, or competitive keyword analysis. license: MIT metadata: author: alexgusevski version: "1.0 Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

No verified compatibility signals

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 25, 2026

Vendor

Openclaw

Artifacts

0

Benchmarks

0

Last release

Unpublished

Install & run

Setup Snapshot

clawhub skill install skills:alexgusevski:dataforseo-cli
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence & Timeline

Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.

Verifiededitorial-content

Public facts

Evidence Ledger

Vendor (1)

Vendor

Openclaw

profilemedium
Observed Apr 15, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Apr 15, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Artifacts & Docs

Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.

Self-declaredCLAWHUB

Captured outputs

Artifacts Archive

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

npm install -g dataforseo-cli

bash

dataforseo-cli status

bash

# With login + password
dataforseo-cli --set-credentials login=YOUR_LOGIN password=YOUR_PASSWORD

# Or with base64 token (from DataForSEO email)
dataforseo-cli --set-credentials base64=YOUR_BASE64_TOKEN

bash

dataforseo-cli status

bash

dataforseo-cli volume <keywords...> [options]

bash

dataforseo-cli volume "seo tools" "keyword research" "backlink checker"

Editorial read

Docs & README

Docs source

CLAWHUB

Editorial quality

ready

LLM-friendly keyword research CLI for AI agents. Check search volume, CPC, keyword difficulty, and competition via DataForSEO API. Find related keywords, analyze competitor rankings. Outputs TSV by default (optimized for agent context windows). Use when doing SEO research, content planning, or competitive keyword analysis. --- name: dataforseo-cli description: LLM-friendly keyword research CLI for AI agents. Check search volume, CPC, keyword difficulty, and competition via DataForSEO API. Find related keywords, analyze competitor rankings. Outputs TSV by default (optimized for agent context windows). Use when doing SEO research, content planning, or competitive keyword analysis. license: MIT metadata: author: alexgusevski version: "1.0

Full README

name: dataforseo-cli description: LLM-friendly keyword research CLI for AI agents. Check search volume, CPC, keyword difficulty, and competition via DataForSEO API. Find related keywords, analyze competitor rankings. Outputs TSV by default (optimized for agent context windows). Use when doing SEO research, content planning, or competitive keyword analysis. license: MIT metadata: author: alexgusevski version: "1.0.6"

Keyword Research with dataforseo-cli

LLM-friendly keyword research CLI. Wraps the DataForSEO API and outputs TSV by default — compact, structured, and optimized for agent context windows.

npm: https://www.npmjs.com/package/dataforseo-cli GitHub: https://github.com/alexgusevski/dataforseo-cli

Setup

1. Install from npm

npm install -g dataforseo-cli

2. Check credentials

dataforseo-cli status

If credentials are already configured, you're good to go. If not, authenticate:

# With login + password
dataforseo-cli --set-credentials login=YOUR_LOGIN password=YOUR_PASSWORD

# Or with base64 token (from DataForSEO email)
dataforseo-cli --set-credentials base64=YOUR_BASE64_TOKEN

Credentials are stored in ~/.config/dataforseo-cli/config.json. The locations and languages commands work without credentials (local data).

Commands

status — Check credentials

Check if API credentials are configured without making any API calls.

dataforseo-cli status

Exits 0 if configured, exits 1 if not. Shows login username (not password).

volume — Keyword metrics

Get search volume, CPC, keyword difficulty (0–100), competition level, and 12-month search trend.

dataforseo-cli volume <keywords...> [options]

Arguments:

  • <keywords...> — One or more keywords (required). Batch multiple keywords in one call to save API requests.

Options:

  • -l, --location <code> — Location code (default: 2840 = US)
  • --language <code> — Language code (default: en)
  • --json — Output as JSON array
  • --table / --human — Output as human-readable table

Example:

dataforseo-cli volume "seo tools" "keyword research" "backlink checker"

Output (TSV):

keyword	volume	cpc	difficulty	competition	trend
seo tools	12500	2.35	45	HIGH	14800,13900,12500,12100,11800,12000,12500,13000,12800,12500,12200,11900
  • difficulty — 0–100 scale (0-30 easy, 31-60 medium, 61-100 hard)
  • cpc — Cost per click in USD
  • competition — LOW / MEDIUM / HIGH
  • trend — 12 monthly search volumes, newest first

related — Keyword suggestions

Find related keyword ideas from a seed keyword.

dataforseo-cli related <seed> [options]

Arguments:

  • <seed> — Seed keyword (required, single keyword)

Options:

  • -l, --location <code> — Location code (default: 2840 = US)
  • --language <code> — Language code (default: en)
  • -n, --limit <n> — Max results (default: 50)
  • --json — Output as JSON array
  • --table / --human — Output as human-readable table

Example:

dataforseo-cli related "ai agents" -n 20

Output (TSV):

keyword	volume	cpc	competition	difficulty
best ai agents	8100	3.10	0.82	52
ai agent framework	2400	1.85	0.65	38

competitor — Domain keyword analysis

See what keywords a domain currently ranks for.

dataforseo-cli competitor <domain> [options]

Arguments:

  • <domain> — Target domain (required, e.g. ahrefs.com)

Options:

  • -l, --location <code> — Location code (default: 2840 = US)
  • --language <code> — Language code (default: en)
  • -n, --limit <n> — Max results (default: 50)
  • --json — Output as JSON array
  • --table / --human — Output as human-readable table

Example:

dataforseo-cli competitor semrush.com -n 10

Output (TSV):

keyword	position	volume	cpc	difficulty	url
backlink checker	1	33100	4.50	72	https://ahrefs.com/backlink-checker

locations — Look up location codes

List all available location codes, or filter by name. Works offline — no API credentials needed.

dataforseo-cli locations [search] [--json]

Arguments:

  • [search] — Optional filter by name (e.g. sweden, new york)

Without search — lists all locations:

dataforseo-cli locations

With search — filters by name:

dataforseo-cli locations sweden

Output (TSV):

code	name	country	type
2752	Sweden	SE	Country

languages — Look up language codes

List all available language codes, or filter by name. Works offline — no API credentials needed.

dataforseo-cli languages [search] [--json]

Without search — lists all languages:

dataforseo-cli languages

With search — filters by name:

dataforseo-cli languages swedish

Output (TSV):

name	code
Swedish	sv

Output Formats

All data commands default to TSV (tab-separated values) — the most token-efficient structured format for LLMs.

| Flag | Description | |------|-------------| | (default) | TSV — fewest tokens, best for agent pipelines | | --json | JSON array — use when you need structured parsing | | --table / --human | Human-readable aligned table — for human review |

Caching

Results are cached in ~/.config/dataforseo-cli/cache/ to avoid duplicate API calls and save costs. Same query + location + language = cache hit.

dataforseo-cli --print-cache

Workflow: SEO Article Research

  1. Start with seed keyword: dataforseo-cli volume "your topic"
  2. Expand: dataforseo-cli related "your topic" -n 30
  3. Filter: Pick keywords with volume > 100, difficulty < 60
  4. Check competitors: dataforseo-cli competitor competitor-domain.com -n 20
  5. Write article targeting the best keyword cluster

Tips

  • Batch keywords in volume — DataForSEO charges per API request, not per keyword
  • Default location is USA (2840). Always set --location for local/international SEO
  • Use locations and languages without arguments to see all available options
  • Difficulty scale: 0-30 easy, 31-60 medium, 61-100 hard

API & Reliability

Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.

MissingCLAWHUB

Machine interfaces

Contract & API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/snapshot"
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/contract"
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/trust"

Operational fit

Reliability & Benchmarks

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Machine Appendix

Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.

MissingCLAWHUB

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "CLAWHUB",
      "generatedAt": "2026-04-16T23:45:54.568Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Openclaw",
    "href": "https://github.com/openclaw/skills/tree/main/skills/alexgusevski/dataforseo-cli",
    "sourceUrl": "https://github.com/openclaw/skills/tree/main/skills/alexgusevski/dataforseo-cli",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:45:39.800Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:45:39.800Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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