Automate Buyer Query Analysis with GPT-4o & Google Sheets

Automate Buyer Query Analysis with GPT-4o & Google Sheets

Revolutionize your buyer query analysis effortlessly with our cutting-edge n8n automation workflow. Seamlessly integrating the power of OpenAI's GPT-4o and Google Sheets, this workflow provides a structured and insightful analysis of where and how your brand and competitive context are appearing online—saving you time and delivering unparalleled insights weekly.

What This Workflow Does

• Every week, the workflow initiates via a schedule trigger, ensuring consistent tracking and analysis of buyer queries.
• Extracts a list of buyer queries from the 'queries' tab in your Google Sheets, encompassing brand and competitive contexts.
• Sends each query through OpenAI’s `gpt-4o-mini-search-preview` with web search functionality enabled, gathering `url_citation` annotations across three separate runs per query.
• Aggregates citations, computing total citation counts and deriving a sample hit rate for comprehensive analysis.
• Classifies cited domains by querying OpenAI’s `gpt-4o-mini`, categorizing them into an intuitive source taxonomy such as brand site, competitor site, review platform, etc.
• Logs the aggregated data, including domain classification and an example URL, to the 'citations' tab, thereby keeping your data organized and accessible.

Use Cases

• Enhance market intelligence by understanding which platforms frequently discuss your brand and competitors.
• Refine marketing strategies based on trending domains and citation patterns over time.
• Focus efforts on authoritative sources and optimize content for platforms that frequently cite your brand.

Technical Details

• Nodes utilized: HTTP request, Google Sheets, Schedule Trigger, Code, Sticky Note, Split in Batches.
• Integration with OpenAI API requires setting up an HTTP Header Auth credential (Authorization: Bearer YOUR_KEY).
• Google Sheets integration needs credentials with access granted to your specified spreadsheet.
• Spreadsheet must have 'queries' and 'citations' tabs structured to capture query data and citation analysis results.

Optimize your buyer query analysis with precision and efficiency by deploying this robust workflow, perfectly tailored for n8n users, automation engineers, and SaaS operators.