The ChatGPT Optimizer
This automation audits your brand's "share of voice" on popular AI chat platforms. It systematically tests a list of prompts, analyzes the AI's responses for mentions of your brand and competitors, and assesses the sentiment of those mentions.
Eduardo Rodriguez
Featured Apps
This agent performs a comprehensive audit of your brand's presence in AI-generated content. Here’s how it works:
- Reads Prompts: It starts by reading a list of questions or prompts that you provide in a Google Sheet. These could be questions your customers might ask an AI, such as "What is the best tool for X?" or "Compare Brand A and Brand B."
- Queries AI: The agent navigates to
chatgpt.comand submits each prompt, one by one, waiting for the AI to generate a full response. - Analyzes Responses: For each response, the agent uses an AI-powered analysis to identify all mentioned brands, determine the sentiment (Positive, Neutral, or Negative) for each mention, and summarizes the AI's answer.
- Calculates Metrics: After processing all prompts, it calculates key metrics, including your brand's overall share of voice, a ranked list of competitors, and a breakdown of brand sentiment.
- Generates Report: Finally, it compiles all the findings into a detailed report in Google Docs. This report includes an executive summary, a prompt-by-prompt breakdown, and a tactical action plan with AI-generated recommendations for content, SEO, and competitive positioning.
Usage Ideas
- Competitor Benchmarking: Regularly track how your brand is positioned against competitors in AI responses to common industry questions.
- Content Strategy Validation: Test prompts related to your target keywords to see if your content marketing efforts are successfully influencing AI models.
- Reputation Management: Monitor for negative sentiment or inaccurate information about your brand and develop a strategy to address it.
- Identify Market Gaps: Discover which user problems are not being adequately addressed by you or your competitors in AI-generated answers.
- Product Feedback: Use prompts that compare product features to gather insights on how your offerings are perceived by AI models.
Customization Ideas
This template provides a powerful foundation for AI-driven market research that you can easily tailor to your specific needs. You will be able to work with an assistant to:
- Specify Your Brand: Easily change the primary brand you want to track, as well as the list of known competitors to monitor.
- Use Your Data: Provide your own list of prompts from any Google Sheet. You can also change the data source to another service entirely.
- Choose Your Platform: While it defaults to ChatGPT, you can adapt the automation to audit other AI chat platforms like Google Gemini or Anthropic's Claude.
- Customize the Analysis: Modify the instructions for how brand mentions are analyzed and how sentiment is determined to match your internal criteria.
- Define Your Report: Change the final output from a Google Doc to a message in Slack, an email, or another service. You can also completely redesign the structure, content, and formatting of the final report.
Agent Inputs
Required Parameters
Name | Type | Default |
|---|---|---|
googleSheetUrl | string | None |
Google Sheet URL containing prompts to analyze (column A, with header row) | ||
Optional Parameters
Name | Type | Default |
|---|---|---|
brandToTrack | string | Airtop |
The primary brand to track for share of voice | ||
maxPromptsToProcess | number | -1 |
Maximum number of prompts to process (-1 for all) | ||
reportTitlePrefix | string | AEO Audit |
Prefix for the generated report title | ||
