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PromptLoop is a spreadsheet-native AI research platform that allows users to run automated web research, data enrichment, and AI-driven analysis at scale. It integrates with Google Sheets and Excel, enabling users to build research workflows using natural language prompts applied across rows of data. The platform is designed to replace manual research tasks such as company profiling, lead enrichment, contact research, and competitive analysis by using AI agents that browse the web and extract structured information. Users can define custom research questions and apply them to large lists of companies, people, or topics, receiving structured outputs directly in their spreadsheet. PromptLoop targets sales, marketing, and operations teams that need to process large volumes of research without manual effort. The tool supports use cases including go-to-market research, account-based marketing enrichment, and market mapping. It is positioned as a no-code solution requiring no engineering resources to deploy.

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Target audience and deployment

  • Startup
  • SMB
  • Mid-market
  • Enterprise
  • Cloud
  • Browser extension

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Pricing

Pricing details:
Free trial
Free version

Free

USD0
Flat rate
Monthly subscription

Individual

USD18
Flat rate
Monthly subscription

Team

USD400
Flat rate
Monthly subscription
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Key features

AI-powered web research automationSpreadsheet-native interface (Google Sheets & Excel)Natural language prompt-based research queriesBulk row-by-row AI processingCompany and contact data enrichmentWeb scraping and URL data extractionCustom research workflow builderStructured output directly in spreadsheet cells

Use cases

  • Enrich lead lists with AI-researched company data
  • Automate competitive market research
  • Build account-based marketing target lists
  • Conduct web research at scale using natural language
  • Extract structured data from websites

Best for

  • Sales teams who need to enrich and qualify large prospect lists without manual research
  • Marketing teams who need to build and segment account lists for targeted campaigns
  • Operations teams who need to automate repetitive web research and data collection workflows
  • Analysts who need to extract structured competitive intelligence from public web sources

Integrations

Databases

Google Sheets, Microsoft Excel