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Scout Search & Evaluate

Discover and evaluate companies in one intelligent workflow - no more manual screening of hundreds of results.

Harmonic Team avatar
Written by Harmonic Team
Updated over a week ago

What is Search & Evaluate?

Scout Search & Evaluate combines company discovery with real-time evaluation. Instead of searching first and manually reviewing hundreds of results, Scout simultaneously searches and screens companies against your specific investment criteria.

Without Scout Search & Evaluate:

  1. Use Harmonic search to find relevant companies

  2. Get a refined list of hundreds of matches

  3. Manually evaluate each one against your specific investment criteria

  4. Click through profiles, compare fit, assess strength of match

  5. Hours or days to prioritize your top opportunities

With Scout Search & Evaluate:

  1. Describe your criteria in natural language

  2. Scout searches and evaluates simultaneously

  3. Get pre-screened, prioritized results with reasoning

  4. Minutes instead of hours/days

How it works

1. Define your criteria

Tell Scout what you're looking for. The more specific, the better:

  • "AI agents for sales prospecting, not generic email sequencing, Series A or earlier"

  • "Early-stage OpenAI competitors in US with recent headcount growth"

  • "Series B software companies with >$10M funding focused on AML and fraud detection"

2. Scout searches and evaluates simultaneously

While searching Harmonic's database and cross-referencing web sources, Scout evaluates each company against your specific requirements in real-time.

3. Review categorized results

Companies are organized into three categories:

  • Strong matches - Companies that meet your key criteria

  • Partial matches - Companies that meet some but not all requirements

  • Weak matches - Companies that don't align well with your criteria

You can start reviewing results while Scout continues working in the background.

4. Understand Scout's reasoning

Hover over individual companies to see Scout's explanation for why each startup was classified as a strong, partial, or weak fit. This reasoning shows all the evaluation work Scout is doing behind the scenes.

5. Save and track

Easily save companies that match your criteria for further tracking and monitoring. Save as you scroll, or batch save all companies within a specific classification (e.g., save all strong matches at once).

Key benefits

10x faster evaluation - What takes weeks of manual work happens in minutes

Intelligent screening - Scout evaluates against your specific criteria, not just keyword matching

Transparent reasoning - See exactly why each company was categorized as a match

Continuous monitoring - Save searches to get notified as new companies match your criteria

Persistent research - All Scout sessions are automatically saved to your research history

Getting started

Access Scout Search & Evaluate in the Harmonic Console here. Questions or feedback? Contact us at support@harmonic.ai

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