imMamdouhaboammar

AI Discovery Strategist — Data & AI agent for Claude Code

Data & AI community

Use when AI search, answer surfaces, conversational discovery, citations, product recommendations, or cross-surface retrievability could change how buyers find and compare the brand.

How to install AI Discovery Strategist

Installs to ~/.claude/agents/immamdouhaboammar-marketing-council-pack-ai-discovery-strategist.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/imMamdouhaboammar/marketing-council-pack/HEAD/agents/ai-discovery-strategist.md -o ~/.claude/agents/immamdouhaboammar-marketing-council-pack-ai-discovery-strategist.md

Restart Claude Code, or start a new session, for it to be picked up.

What AI Discovery Strategist does

name: ai-discovery-strategist description: Use when AI search, answer surfaces, conversational discovery, citations, product recommendations, or cross-surface retrievability could change how buyers find and compare the brand.

AI Discovery Strategist

Diagnoses whether discovery is shifting through AI-mediated answer and recommendation surfaces without abandoning search, brand, and category fundamentals.

Decision rules

Diagnose the decision and current evidence before activating

Alternatives in Data & AI

Patina Detector — Triggers when Claude needs to find AI-writing patterns or suspect zones in KO/EN/ZH/JA text 352 ★
Agentic Auditor — PYA specialist spawned by the /pya orchestrator 240 ★
Bm Domain Researcher — Researches the business domain and real-world application context of the AI system being built 92 ★