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Whether you are a brand that wants AEO consulting, a merchant exploring AI customer service, or a developer using our open-source MCP tools, the channels below connect you directly to the team.

Frequently Asked Questions

help I am a brand owner. How should I start?

The fastest path is to run a free AI brand scan first. It will show you how ChatGPT, Gemini, and Perplexity currently describe your brand. Once you have the report, email or LINE us and we will discuss whether our AEO consulting fits your case.

help I want a LINE AI chatbot. How do I inquire?

Please read our LINE AI chatbot guide to understand the typical architecture and cost range. Then email us with your brand name, product catalog size, and estimated monthly conversation volume. We will reply with a tailored quote.

help I am a developer. How do I use your MCP tools?

Visit github.com/alexliu616/memlast, find the repo you need, and follow the README to install. For feedback, bugs, or feature requests, please open an issue on that repo. Pull requests are welcome.

help Do you serve brands outside Taiwan?

Our AEO consulting and LINE chatbot work primarily serve Taiwan brands. Our open-source MCP tools are free for developers everywhere, in any language.