brand-memory-probe
OfficialProbe brand recall across AI agents.
Marketing & Sales#market-research#competitive-analysis#brand-audit#brand-memory#ai-recall#memory-share#provider-probing
Authorm2ai-portfolio
Version1.0.0
Installs0
System Documentation
What problem does it solve?
The Brand Memory Probe simulates how a target brand appears when an AI agent answers a generic query, enabling teams to measure brand recall across multiple providers and understand potential memory share gaps.
Core Features & Use Cases
- Phase-based probing workflow: construct intents, probe providers (Claude, ChatGPT, Gemini Pro, Perplexity), and capture framing signals such as mention rate, position, sentiment, and caveats.
- Benchmark and compare brand recall across providers to inform marketing, positioning, and competitive analysis.
- Generate a structured memory-share report to guide messaging, media planning, and brand health tracking.
Quick Start
Provide the target brand and buyer intent, select providers, and run the probe to generate a memory-share report.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: brand-memory-probe Download link: https://github.com/m2ai-portfolio/m2ai-skills-pack/archive/main.zip#brand-memory-probe Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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