Evidence · first-party tested

The AI assistant converts a niche prompt into 4 search filters and a broad result set of 7,134 companies, which shows good query translation but still requires manual narrowing to reach the requested 10 prospects.

◐ Mixed🧾 artifact-verifiedTested Jun 15, 2026Apollo
Output — unretouched
Apollo company search with AI startup filters.
Apollo company search with AI startup filters.
The observation

The AI assistant converts a niche prompt into 4 search filters and a broad result set of 7,134 companies, which shows good query translation but still requires manual narrowing to reach the requested 10 prospects.

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