aeo-systemAnswer Engine Optimization — get AI assistants to recommend your brand. Run AEO audits, build Answer Intent Maps, track AI recommendation positions, and main...
Install via ClawdBot CLI:
clawdbot install Batsirai/aeo-systemGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Accesses sensitive credential files or environment variables
process.env.OPENAIPotentially destructive shell commands in tool definitions
exec(Calls external URL not in known-safe list
https://github.com/Batsirai/carson-skillsUses known external API (expected, informational)
api.openai.comGenerated Mar 21, 2026
A new magnesium supplement brand wants to ensure it appears in AI recommendations for sleep-related queries. They use the skill to audit their website for AEO infrastructure gaps, build an Answer Intent Map for 'magnesium supplements for sleep', and track their position weekly against competitors like Nature Made and Calm.
An online retailer selling headphones aims to improve visibility in AI shopping results. They run a full AEO audit to optimize schema markup and build an Answer Hub with detailed buying guides, then use the weekly protocol to monitor recommendation changes for queries like 'best wireless headphones for gaming'.
A project management software provider seeks to be recommended by AI assistants for business queries. They create a Brand-Facts page and citation network, then use Answer Intent Maps to track mentions in comparisons like 'Asana vs Trello' and adjust content based on position shifts.
A plumbing service looking to expand regionally uses the skill to audit their online presence for AEO layers like schema markup and citations. They build intent maps for 'emergency plumber near me' queries and maintain infrastructure to ensure AI platforms cite their service areas and reviews.
A clothing brand launching a new line uses the skill to optimize for AI recommendations during peak shopping seasons. They audit their product pages for structured data, build Answer Intent Maps for queries like 'best sustainable jeans', and track positions to adjust marketing efforts based on AI visibility.
Marketing agencies offer AEO audits and maintenance as a monthly retainer, charging $500-$2000 per month per client. They use the skill to automate audits, intent mapping, and weekly reports, scaling services across multiple brands in niches like supplements or tech.
Independent consultants provide one-off AEO audits and setup packages, pricing at $300-$1000 per project. They leverage the skill's workflows to deliver detailed gap analyses and implementation guides, targeting small businesses or startups looking to improve AI visibility quickly.
A tech company integrates the skill into their existing SEO or marketing platform, offering AEO features as an add-on. They generate revenue through tiered subscriptions, with basic plans starting at $50/month for audit tools and advanced plans including API automation for intent mapping.
💬 Integration Tip
Ensure API keys are securely stored in environment variables and test workflows in manual-assist mode first to understand output formats before full automation.
Scored Apr 19, 2026
AI Analysis
The skill's external API usage (Perplexity, OpenAI, Brave) is consistent with its stated purpose of AI answer engine optimization. While it accesses environment variables for API keys, this is a standard and documented pattern for legitimate API integrations, not credential harvesting. No hidden instructions, data exfiltration, or obfuscation are evident in the provided definition.
Audited Apr 18, 2026 · audit v1.0
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