Evidence · first-party tested

Natural-language prompts can be converted into structured company-search filters automatically, but the generated searches can still be very broad, with 10-result previews shown from 909,208 and 930,164 matches, so users may need to refine the criteria.

◐ Mixed🧾 artifact-verifiedTested Jun 15, 2026Clay
Output — unretouched
Clay company search configured for AI startup prospecting.
Clay company search configured for AI startup prospecting.
Output — unretouched
Clay company search configured for AI video editing startups.
Clay company search configured for AI video editing startups.
The observation

Natural-language prompts can be converted into structured company-search filters automatically, but the generated searches can still be very broad, with 10-result previews shown from 909,208 and 930,164 matches, so users may need to refine the criteria.

Criterion: AI-Assisted Prospect Discovery · Scenario: Find decision makers at HubSpot (group: ai-prospect-discovery)
Query this
get_evidence({
  tool: "clay",
  scenario: "ai-prospect-discovery"
})
MCP · mcp.aidemos.com/api/mcp
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Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com