Get a Japanese market trend report by texting a keyword on LINE

Send a keyword on LINE and get back a full Japanese market trend report in seconds, saved for later too.

How the work actually flows

It branches. Every path runs.

Pattern: Parallel Split (2)

flowchart TD trig>"keyword sent on LINE"]:::trig s0["search web for topic"]:::svc s1["write structured report"]:::task trig --> s0 s0 --> s1 gx{"+ where to send report"}:::gate s1 --> gx p00["save report to spreadsheet"]:::task gx -->|"save copy"| p00 p10["send report to LINE"]:::task gx -->|"reply to user"| p10 p20["email report"]:::task gx -->|"email copy"| p20 p00 --> out p10 --> out p20 --> out out[/"market trend report delivered instantly"/]:::out pay{{"saves hours of manual research"}}:::pay out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepAn outside serviceEvery pathResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsEmail AutomationSpreadsheet & Database OpsReporting & AnalyticsResearch & Market IntelligenceAPI & Webhook Integration
Connects
LINEGeminiGoogle SheetsGmail

The problem it solves

You want up-to-date market research but don't have time to search the web, read a dozen articles, and pull it into a report every time a new topic comes up. Digging up trends, key players, and outlook by hand takes time you don't have.

Who it fits

Japanese marketers, analysts, and business owners who need quick market research without leaving their chat app.

How it works

  1. You send a keyword to the business chat account on LINE
  2. The keyword is passed to an AI agent that searches the web for current information
  3. The agent writes a structured report covering overview, trends, key players, and outlook
  4. The report is saved to a spreadsheet and sent back to you on LINE
  5. A copy can also be emailed to you automatically
What you get

Market trend reports delivered on demand

You get a full market trend report on any keyword you send, covering trends, key players, and outlook, delivered straight to LINE.

What you get

A structured Japanese-language market trend report delivered instantly to LINE and saved to a spreadsheet.

What you need

A LINE Messaging API account, a Google Gemini API key, a search API key, and a Google Sheets account.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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