Automatically track brand mentions and post positive ones to Slack

Collects mentions, scores their sentiment with AI, and automatically shares the positive ones in Slack.

How the work actually flows

It branches. Exactly one path is taken; runs once per each mention collected.

Pattern: Multiple Instances with a priori Design-Time Knowledge (13) · Exclusive Choice (4)

flowchart TD trig(["on a schedule"]):::trigtime s0[["collect new mentions"]]:::mi s1["score sentiment"]:::task trig --> s0 s0 --> s1 gx{"× is sentiment positive"}:::gate s1 --> gx p00["post to slack"]:::task gx -->|"positive mention"| p00 p10["stored only"]:::task gx -->|"not positive"| p10 p00 --> out p10 --> out out[/"sentiment log with slack highlights"/]:::out pay{{"surfaces good news automatically"}}:::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 stepRuns once per itemOne path onlyResultPayoff
Build size
Advanced

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

Business functions
CRM & Sales PipelineMessaging & NotificationsImage & Media ProcessingSpreadsheet & Database Ops
Connects
TwitterGoogle Cloud Natural LanguageMongoDBPostgreSQLSlack

The problem it solves

You want to know what people are saying about your brand online, but scrolling through social media all day is not a good use of your time. It is also hard to separate the genuinely positive feedback worth celebrating from the noise.

Who it fits

A marketing or social media team that monitors brand mentions and wants to share good news internally.

How it works

  1. On a schedule, the system collects new mentions
  2. Each mention is stored and analyzed for sentiment
  3. The sentiment score is checked against a threshold
  4. Positive mentions are posted automatically to a Slack channel
What you get

Good news you would never have seen

You get positive brand mentions automatically shared with your team in Slack as soon as they're spotted.

What you get

A running record of mentions with sentiment scores, and a Slack feed of the positive ones.

What you need

A Twitter developer account, a Google Cloud account, database hosting, and a Slack 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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