brand-memory-probe

Brand memory share measures how often a target brand appears in AI agent recall when answering generic buyer-intent queries. It quantifies visibility across providers to support brand-audit workflows.

Run phase-based probing across providers using buyer-intent simulations. Capture named mentions, positions, sentiment framing, and co-mentions to generate a structured memory-share report.

Yes, you can benchmark and compare brand recall across multiple AI providers. The probe captures framing signals like mention rate, position, sentiment, and caveats to inform competitive analysis.

Provide the target brand and buyer intent, then select providers to run the probe. These inputs drive the phase-wise prompts that capture named mentions and sentiment framing.

An AI brand recall test captures named mentions, positions, sentiment framing, and co-mentions. These signals quantify memory share and build a comprehensive view of brand recall.