Local Life Ops Assistant

Problem: Local merchant ops plans stay fragmented

Local F&B, in-store service, and hospitality merchants often lack a single channel, but the real issue is that diagnosis, pricing, advertising, livestreaming, private domain, and review work in separate silos. Owners may receive tactics without clear priority, budget, risks, or sequencing.

How it works: structured output from diagnosis to review

The skill frames local-life operations as an executable workflow. It starts with diagnostic analysis, using GMV, orders, redemption rate, ticket size, repeat rate, and competitor signals to isolate 2-3 core bottlenecks. It then produces phased strategy with P0/P1/P2 priorities, resource budgets, milestones, execution checklists, timelines, risk plans, and metrics.
Core capabilities include:
- Brand marketing: positioning, VI, and communication strategy
- Store operations: site selection, flow, space efficiency, labor efficiency, merchandising
- Online acquisition: Meituan, Dianping, Douyin local life, Xiaohongshu content and paid traffic
- Private-domain conversion: WeCom, community, mini-program retention and repurchase
- E-commerce operations: assortment, pricing, supply chain, livestream, and influencer distribution

It also references group-buy portfolio design, livestream pacing, influencer tiers, and KPI benchmarks, turning “run a livestream” or “build a group-buy offer” into a checkable plan.

Scope and limits

The skill is suited to operational planning and solution breakdown for China’s local-life market. It does not replace platform backend data, legal compliance, or real-time competitor intelligence. For platform rules, influencer pricing, or market data, verify against backend data and manual checks; mark uncertain items as needing validation.