brw-ai-discoverability-auditAudit how a brand appears in AI-powered search (ChatGPT, Perplexity, Claude, Gemini). Use when user mentions "AI search," "how do I show up in ChatGPT," "AI...
Install via ClawdBot CLI:
clawdbot install BrianRWagner/brw-ai-discoverability-auditGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://brianrwagner.comAudited Apr 16, 2026 · audit v1.0
Generated Mar 21, 2026
A B2B software startup wants to ensure it appears accurately in AI search results for its niche category, competing against established players. They need to audit direct brand queries and category recommendations to identify gaps in AI recognition and authority.
A plumbing or HVAC company expanding to new cities needs to audit how AI platforms recommend local service providers. They must test queries like 'best plumber in [location]' to ensure they appear and correct any misattributions or outdated information.
An online retailer selling eco-friendly products wants to improve visibility in AI-powered shopping recommendations. They need to audit category queries for alternatives and ensure positive sentiment and accurate product descriptions across platforms.
A management consulting firm aims to be cited as an expert in AI search results for industry insights. They must audit expertise queries to see if founders and content are referenced, and identify opportunities for authority-building through publications and backlinks.
A medical clinic or telehealth service wants patients to find them via AI assistants for health advice. They need to audit direct recognition and accuracy, ensuring no factual errors in services or locations, and build review presence on trusted platforms.
Offer one-time or subscription-based AI discoverability audits for businesses, providing detailed reports and action plans. Revenue comes from fixed fees per audit or retainer models for ongoing monitoring and recommendations.
Provide hands-on consulting to help clients implement recommendations from the audit, such as optimizing structured data, creating AI-friendly content, and building authority. Revenue is generated through project-based fees or hourly rates.
Develop a SaaS platform that automates parts of the audit process, allowing users to run queries and generate scores independently. Revenue comes from monthly subscriptions or pay-per-audit models for small to medium businesses.
💬 Integration Tip
Integrate this skill into marketing workflows by using it during brand strategy sessions or as part of quarterly SEO reviews to track AI visibility improvements.
Scored Apr 19, 2026
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