AI Search

How to Find Business Leads Using Natural Language Search

Natural language search is changing B2B lead gen. Here's how to write queries that return exactly the businesses you need.

·8 min read

Why Natural Language Search Wins

Traditional search forces you into rigid filters: industry dropdown, location dropdown, employee range, etc. Natural language lets you describe complex criteria in one sentence.

"Manufacturing companies in Texas with 50-200 employees that recently expanded" — that single query would require 5+ filters in a traditional tool.

The 5 Components of a Great Query

1. Industry/category: "Italian restaurants", "B2B SaaS", "auto repair shops"

2. Location: "in Manhattan", "across Texas", "in major UK cities"

3. Quality signal: "with 4+ stars", "highly rated", "with 50+ reviews"

4. Size/maturity: "small businesses", "with under 50 employees", "established 5+ years"

5. Specific attribute: "open before 7am", "with delivery", "founded after 2020"

Example Queries That Work

"Coffee shops in Brooklyn open before 7am with 4+ stars"

"B2B SaaS companies in Austin founded after 2020 with under 100 employees"

"Yoga studios in Los Angeles with under 4 stars and 30+ reviews"

"Marketing agencies in London specializing in fintech with 10-50 employees"

Common Mistakes

Too vague: "Restaurants" — returns millions, no useful results.

Too specific: "Italian restaurants in zip code 10001 founded in 2018 with exactly 12 staff" — too narrow.

Conflicting criteria: "Small enterprise companies" — pick one.

Iterating Your Query

Start broad, then narrow. First search: "Cafes in Brooklyn" returns 200+. Then filter: "Cafes in Brooklyn with 4+ stars open before 8am" returns 30 highly relevant prospects.

Real-World Workflow

Hour 1: Define ICP. Hour 2: Run 5-10 natural language searches. Hour 3: Export results to CSV. Hour 4: Verify emails and start outreach. Total: half a day to launch a campaign that used to take a week.

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