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AI Search Agent v2

How to use the Ask AI Agent to find companies using plain English queries without applying manual filters.

Written by Marco Squarci
Updated over 3 weeks ago

The Ask AI agent allows you to discover companies using plain English queries, without applying manual filters.

You can access Ask AI directly from the sidebar, or go to: https://app.tryspecter.com/agent


The agent automatically parses your query and extracts relevant criteria such as:

  • Total funding

  • Last funding type and date

  • Growth stage

  • Location

  • Customer focus

Results are semantically matched and ranked by relevance, helping you quickly identify companies that best fit your request.

How It Works

  1. Describe Your Target
    Simply type in a description of the market segment or company you want to explore, for example "Quantum computing companies in North America that last raised a Series A".

2. Semantic Search
The AI Search Agent processes data from multiple sources, including websites and company descriptions, to understand each company’s true focus.

3. Ranked Results
Once you submit a query, results are ranked by Semantic Score, an AI-generated percentage indicating how closely a company matches your search.

Tips & Best Practices

  1. Saved Searches

    • Like our other Specter products, you can save your AI-powered searches. Just click Save Search, give it a name, and it will appear in your Saved Company Searches.

  2. Results Limit

    • The AI Search Agent returns a maximum of 2,000 results.

    • It’s designed to highlight the most relevant companies, not to serve as a comprehensive list of every company.

  3. Choose Your Search Mode

    • Standard, Precise, or Broad—pick your mode based on how narrow or expansive you’d like your results.

    • Use Precise for a smaller, highly relevant set of companies, or Broad for more exploratory searches.

  4. Searching Similar Companies & Competitors

    • You can also use the AI Search Agent to find similar companies or competitors.

  5. Company Tagging

    • Enhance your results by tagging the company you’re referencing. This helps the AI Search Agent pinpoint accurate competitors or similar companies.

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