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DataForSEO: Live SEO Data (Extension) · agricidaniel | DecimalAI

marketingby agricidaniel

DataForSEO: Live SEO Data (Extension)

agricidaniel/seo-dataforseo

Source agricidaniel/claude-seo ↗License MIT

Live SEO data via DataForSEO MCP server: SERP analysis, keyword research (volume, difficulty, intent, trends), backlink profiles, on-page analysis, competitor and content analysis, business listings, AI visibility (LLM mention tracking), and domain analytics. Requires DataForSEO extension installed.

SkillScore67Maintained

Automatic

Marketing & Content pack

Last verified 10/9/2026

What it changes

Passed 14 of 21 test cases with the skill, and 3 of 21 without it.

Without skill14%

With skill67%

Checks it passed that the model alone missed

Informs the user that the extension is not installed.
Delegates live data fetching tasks to the dataforseo agent.
Uses content_analysis_search to locate relevant topic content.

and 14 more in the full report

11 fixed3 passed either way7 still failing0 broke2 errored

Pass-rate lift: +52 pp
Tokens: +190%
Agent turns: 0%
Response time: -28%

Model gemini-3.6-flashMeasured 10/9/2026v1014 of 23 cases passed with skill · 21 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/agricidaniel-seo-dataforseo/SKILL.md https://app.decimal.ai/s/agricidaniel-seo-dataforseo/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add agricidaniel-seo-dataforseo, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/agricidaniel-seo-dataforseo/ and pins it in .decimal/skills.lock

decimalai skills add agricidaniel-seo-dataforseo

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/agricidaniel-seo-dataforseo/SKILL.md https://app.decimal.ai/s/agricidaniel-seo-dataforseo/SKILL.md

Raw file: /s/agricidaniel-seo-dataforseo/SKILL.md ↗ · machine-readable summary at /s/agricidaniel-seo-dataforseo.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 11

Prompt

We want to gather Google Images SERP rankings for 'ergonomic office chairs' to see image position, direct image URLs, and alt text. Many SEO scripts try to call a dedicated google_images_live tool endpoint. How should this request be handled via the active setup?

What was checked, without and with the skill
Checked	Without skill	With skill
Refrains from calling a non-existent dedicated Google Images MCP tool.	Missed	Passed
Extracts image elements from serp_organic_live_advanced as the fallback data source.	Missed	Passed

case-05 · gemini-3.6-flash · 10/9/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md388 lines3 files

DataForSEO: Live SEO Data (Extension)

Live search data via the DataForSEO MCP server. Provides real-time SERP results (organic + images), keyword metrics, backlink profiles, on-page analysis, content analysis, business listings, AI visibility checking, and LLM mention tracking across 9 API modules with 79+ MCP tools.

Prerequisites

This skill requires the DataForSEO extension to be installed:

./extensions/dataforseo/install.sh

Check availability: Before using any DataForSEO tool, verify the MCP server is connected by checking if serp_organic_live_advanced or any DataForSEO tool is available. If tools are not available, inform the user the extension is not installed and provide install instructions.

API Credit Awareness

DataForSEO charges per API call. Be efficient:

Prefer bulk endpoints over multiple single calls
Use default parameters (US, English) unless user specifies otherwise
Cache results mentally within a session; don't re-fetch the same data
Warn user before running expensive operations (full backlink crawls, large keyword lists)

Cost Guardrails

Before every DataForSEO MCP call, run cost estimation:

"${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run dataforseo_costs.py check <endpoint> [--count N]

If "status": "approved" → proceed with the API call
If "status": "needs_approval" → show the cost estimate to the user and ask for confirmation before proceeding
If "status": "blocked" → inform the user that the daily budget limit would be exceeded; do NOT proceed

After each API call completes, log the cost:

Track record

Benchmark

14 / 21

test cases passed, vs 3 / 21 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 10/8/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

agricidaniel / claude-seo

skills/seo-dataforseo/SKILL.md

View on GitHub ↗

License MITImported 10/8/2026Version v10Bundled 2 files

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Ready to supercharge your AI agents?

See it in action

What's inside

DataForSEO: Live SEO Data (Extension)

Prerequisites

API Credit Awareness

Cost Guardrails

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills