Evidence · first-party tested

It preserves the underlying content of some visuals by turning charts into structured tables with readable legend-to-value mapping, but it generally does not keep non-text visuals as visual assets: logos, signatures, stamps, portraits, and other images are surfaced as descriptive text or omitted inline.

◐ Mixed🧾 artifact-verifiedTested Jun 20, 2026LlamaParse
The observation

It preserves the underlying content of some visuals by turning charts into structured tables with readable legend-to-value mapping, but it generally does not keep non-text visuals as visual assets: logos, signatures, stamps, portraits, and other images are surfaced as descriptive text or omitted inline.

Criterion: Visual Content Retention ·
Query this
get_evidence({
  tool: "llamaparse"
})
MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com