Get a daily AI sentiment score for the stocks you track

Reads the day's news for stocks on your watchlist and has AI score whether the sentiment is positive or negative.

How the work actually flows

A straight line. Runs once per each tracked stock.

Pattern: Sequence (1) ยท Multiple Instances with a priori Run-Time Knowledge (14)

flowchart TD trig(["runs daily before market open"]):::trigtime s0[("read tracked stock list")]:::store s1[["pull latest news"]]:::mi s2["score sentiment with ai"]:::svc s3[("log score to spreadsheet")]:::store trig --> s0 s0 -->|"one per each tracked stock"| s1 s1 --> s2 s2 --> s3 out[/"daily sentiment score logged"/]:::out pay{{"catch market moving news early"}}:::pay s3 --> out 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 itAn outside serviceRuns once per itemA record or sheetResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsKnowledge Base & RAGSpreadsheet & Database OpsResearch & Market IntelligenceSurvey & FeedbackFinance & Accounting
Connects
Google SheetsGoogle GeminiEODHD

The problem it solves

You're trying to follow breaking news for every stock on your watchlist and judge whether it's good or bad for the price, but there's too much to read and not enough time. By the time you catch up, the market has often already moved.

Who it fits

An investor, trader, or financial analyst tracking a specific list of stocks.

How it works

  1. Runs automatically each day before market open
  2. Reads your list of tracked stocks from a spreadsheet
  3. Pulls the latest news for each ticker
  4. An AI model scores the sentiment and explains its reasoning
  5. Logs the score and explanation to your spreadsheet
What you get

A daily read on market mood for your stocks

Each day before the market opens, get an AI sentiment score and explanation for every stock on your watchlist.

What you get

A daily log of sentiment scores and explanations for each tracked stock.

What you need

A Google Workspace account, a Google Gemini API key, and a financial news data subscription.

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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