Competitor Analysis — SEO/GEO Intelligence & Positioning Strategy
PassAudited by ClawScan on May 12, 2026.
Overview
This is an instruction-only competitor research framework with no code, install steps, credentials, or hidden execution, though it may involve sending business queries to external AI/search tools.
This appears safe to install as an instruction-only marketing research skill. When using it, avoid putting confidential business plans, customer information, or private analytics into prompts for ChatGPT, Perplexity, Claude, Ahrefs, Semrush, or similar external tools.
Findings (1)
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.
If you include confidential product plans, customer data, or private market strategy in these prompts, that information could be sent to outside AI services.
The workflow asks the user or agent to query external AI providers as part of the AI citation audit. This is purpose-aligned, but those prompts may disclose business categories, competitor names, or market strategy inputs to third-party services.
Ask ChatGPT: "[your category] best tools" ... Ask Perplexity: same query ... Ask Claude: same query
Use non-sensitive, public-facing query terms when checking AI citations, and review the privacy terms of any external AI or SEO tools you use.