Evidence · first-party tested

The export is usable and vertical, but the flat delivery, missing app UI context, and realism issues limit paid-ad readiness.

Output — unretouched
tool output
The observation

The export is usable and vertical, but the flat delivery, missing app UI context, and realism issues limit paid-ad readiness.

Criterion: Ad-readiness · Scenario: Duolingo – Mobile App
Query this
get_evidence({
  tool: "topview-ai"
})
MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com