GEO Agent

Generative Engine Optimization for Luckin Coffee USA

Brand

Target Segment

LLM Visibility

Track brand mentions across AI models

Competitor Intel

See who AI recommends instead of you

Content Gaps

Find missing signals across 16 levers

Growth Model

Project revenue impact from SoM gains

Share of Model

Measure visibility across ChatGPT, Perplexity & Claude

Competitor Analysis

Track who AI recommends and why they rank higher

16-Lever Gap Scan

Audit structured data, Wikipedia, reviews & more

Content Generator

Auto-generate Wikipedia summaries & comparison pages

Revenue Impact

Model how SoM improvements translate to business growth

Action Plan

Prioritized recommendations by impact and effort

58% of consumers use AI for recommendations·25% search drop by 2026 — Gartner·5x more consideration for brands in AI answers

GEO Agent · Luckin Coffee USA · Powered by Tavily · OpenAI + Perplexity + Claude