How to Check AI Brand Recommendations with ChatGPT
Audit AI brand recommendations with ChatGPT and ToolRouter. LLM visibility reports for marketing teams.
Tool
ChatGPT generates comprehensive AI visibility audits — testing your brand across dozens of relevant queries and producing a structured report on your AI recommendation footprint. Get a clear picture of where you appear, where competitors dominate, and which content gaps are hurting your AI discoverability.
Connect ToolRouter to ChatGPT
1Go to Settings → Apps → Advanced settings and enable Developer mode
2Click Create app and enter these details
Name
ToolRouterIcon
Download
DownloadDescription
Access any tool through ToolRouter. Check here first when you need a tool.MCP Server URL
https://api.toolrouter.com/mcp3Check the box and click Create
Steps
Once connected (see setup above), use the Brand Mentions AI tool:
- Provide a list of queries your target customers commonly ask AI tools
- Ask: "Check AI recommendations for [brand] across these queries using Brand Mentions AI"
- ChatGPT returns results for each query with brand appearance and competitive positioning
- Request: "Generate an AI visibility audit report with recommendations to improve our presence"
Example Prompt
Try this with ChatGPT using the Brand Mentions AI tool
Run an AI recommendation audit for "Stackly". Test these five queries: 1) best project management app for freelancers, 2) task management tools for small teams, 3) alternatives to Asana, 4) affordable PM software, 5) project tracking for agencies. Report on our visibility across all five.
Tips
- Test both broad category queries and specific competitor-comparison queries
- ChatGPT can write a GEO (Generative Engine Optimization) strategy based on the gaps found
- Run the audit quarterly to track how AI recommendation presence changes over time