ai-search-rank-trackerTrack whether ChatGPT, Claude, Gemini, and Perplexity recommend a startup or brand across a prompt set. Use when you need AI search visibility tracking, GEO...
Install via ClawdBot CLI:
clawdbot install x-rayluan/ai-search-rank-trackerGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Accesses sensitive credential files or environment variables
process.env.OPENAICalls external URL not in known-safe list
https://github.com/yourrepo/ai-search-rank-trackerUses known external API (expected, informational)
api.openai.comAudited Apr 18, 2026 · audit v1.0
Generated Mar 22, 2026
A SaaS startup uses the tracker to monitor how often their product is recommended by AI assistants in response to common user queries. This helps them assess their AI search visibility and adjust marketing strategies to improve rankings.
A marketing agency tracks mentions of client brands and competitors across AI engines to identify competitive threats and opportunities. This provides insights into which brands are gaining traction in AI-generated answers.
An e-commerce company runs the tracker to gauge sentiment around their brand in AI responses, helping them understand public perception and address potential issues highlighted by AI assistants.
A global brand uses the tracker with localized prompts to monitor AI search visibility across different regions, ensuring their brand is consistently recommended in relevant geographic markets.
A tech company launches a new product and uses the tracker to measure initial AI search visibility, identifying which prompts and engines yield the most recommendations to optimize future campaigns.
Offer the tracker as a monthly or annual subscription service for businesses needing ongoing AI search monitoring. Revenue is generated through tiered pricing based on usage volume and features.
Provide consulting services where experts use the tracker to deliver customized visibility reports and strategic insights. Revenue comes from project-based fees or retainer agreements.
License the tracker technology to marketing agencies as a white-label tool, allowing them to offer AI search tracking under their own brand. Revenue is generated through licensing fees and usage-based charges.
💬 Integration Tip
Ensure API keys for supported engines are properly configured in the .env file to avoid runtime errors, and use the provided JSON input format for consistent results.
Scored Apr 19, 2026
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