Signal

Competitive price awareness with parity

Price is a real selection lever whose weight varies by model (ACES measures per-model price elasticity), so you track where your total landed cost ranks for target queries and hold price parity between agents and humans.

AffectsComparisonEvidenceReportedConfidenceHighImpact3/3Last verified

Per-platform status

Where a platform documents relevant behavior, its status and source are shown. Undocumented platforms show "unknown" - honest unknowns, never invented.

PlatformStatusNotesSource
ChatGPTUnknownNot documented by this platform.-
Gemini / Google AI ModeUnknownNot documented by this platform.-
PerplexityUnknownNot documented by this platform.-
CopilotUnknownNot documented by this platform.-
ClaudeUnknownNot documented by this platform.-

Evidence and sources

This signal is typed reported (High confidence).

How to act on this

Track your landed cost vs 3-5 competitor totals for your top queries on a fixed cadence, and spot-check that agent-visible and human-visible prices match exactly.

Notes

Based on ACES (arXiv:2508.02630), a controlled agent-shopping simulation, not measured real-world sales.

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