An interactive competitive coverage matrix and 2×2 positioning quadrant mapping 48 vendors that secure AI agents, plus VisIQ, across a unified 57-capability taxonomy — with per-cell Full / Partial / None evidence and a compare-against-VisIQ view showing where VisIQ's runtime control leads.

Platform · Landscape

Who actually secures AI agents?

48 vendors claim to secure AI agents and LLM apps. We decomposed every one into a single 57-sub-feature taxonomy across 11 capability domains — the honest, side-by-side map of who does what.

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Vendors mapped
48 rivals + VisIQ
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Unified sub-features
across 11 capability domains
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Avg full coverage / vendor
of 57 possible
Coverage matrix

Every vendor × every sub-feature

Full / Partial / None on all 57 sub-features, each cell backed by evidence. Sort, switch category presets, or compare VisIQ head-to-head with any rival.

Positioning quadrant

Plot the field on any two axes

Assign feature categories to each axis — a vendor's position is its feature-count coverage on each.

Vendor directory

Every vendor in the landscape

The full roster — what each one is, and where it focuses.