SEO DataForSEO

PassAudited by ClawScan on May 1, 2026.

Overview

This is a coherent SEO research helper that uses DataForSEO credentials, calls DataForSEO APIs, and saves results locally, with no artifact-backed malicious behavior found.

Before installing, confirm you are comfortable providing DataForSEO API credentials, installing the listed Python dependencies, using API quota for research calls, and storing generated SEO research files locally under results/.

Findings (4)

Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.

What this means

Using the skill may make DataForSEO API requests under the user's account.

Why it was flagged

The skill is designed to call an external paid SEO API. This is expected for the purpose, but users should know that workflows may consume API quota or incur service charges.

Skill content
Run API functions. Each function call hits the DataForSEO API and returns structured data.
Recommendation

Review DataForSEO pricing and quota limits before running broad keyword, trend, or competitor analyses.

What this means

Anyone with access to the .env file could use the user's DataForSEO account credentials.

Why it was flagged

The skill requires service credentials for DataForSEO. This is disclosed and purpose-aligned, but it is account access that should be protected.

Skill content
Configure credentials by creating a `.env` file in the project root:
DATAFORSEO_LOGIN=your_email@example.com
DATAFORSEO_PASSWORD=your_api_password
Recommendation

Store the .env file securely, avoid committing it to source control, and use credentials intended only for this DataForSEO integration.

What this means

Installing dependencies adds third-party Python packages to the environment.

Why it was flagged

The skill asks the user to install Python dependencies. This is a normal setup step for this code-based API toolkit, but dependency installation is still a supply-chain point users should notice.

Skill content
pip install -r scripts/requirements.txt
Recommendation

Review the requirements file and install dependencies in an isolated virtual environment if possible.

What this means

SEO research results may remain on disk after the task finishes.

Why it was flagged

The skill persists API responses and research terms locally. This is disclosed and useful for summaries, but it may store business-sensitive keyword, competitor, or campaign research.

Skill content
All results automatically save as timestamped JSON files to `results/{category}/`.
Recommendation

Review or delete files under results/ when the research contains sensitive business or client information.