Analyze customer feedback sentiment and alert your support team

Scores every piece of incoming feedback for sentiment, logs it to a spreadsheet, and pings your team when it is negative.

How the work actually flows

It branches. Exactly one path is taken.

Pattern: Exclusive Choice (4)

flowchart TD trig>"new feedback arrives"]:::trig s0["capture incoming feedback"]:::task s1["score sentiment with AI"]:::task s2[("log to spreadsheet")]:::store trig --> s0 s0 --> s1 s1 --> s2 gx{"× is sentiment negative or neutral"}:::gate s2 --> gx p00["send Slack alert to team"]:::task gx -->|"negative or neutral"| p00 p10["no alert sent"]:::task gx -->|"positive"| p10 p00 --> out p10 --> out out[/"logged feedback with alerts for unhappy customers"/]:::out pay{{"catch unhappy customers before they churn"}}:::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 stepA record or sheetOne path onlyResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
Messaging & NotificationsSpreadsheet & Database OpsAPI & Webhook IntegrationSurvey & FeedbackCustomer Support & Ticketing
Connects
Google SheetsSlack

The problem it solves

Feedback comes in from reviews, tickets, and surveys faster than anyone can read it all, so upset customers can slip through unnoticed until it is too late. You need to know the moment someone is unhappy, not find out days later when they have already churned.

Who it fits

Support and customer success teams monitoring reviews, tickets, or survey responses at any volume.

How it works

  1. The moment new feedback comes in, the system captures it.
  2. AI scores the sentiment of the message as positive, neutral, or negative.
  3. Every submission is logged to a spreadsheet for tracking.
  4. If the sentiment is negative or neutral, your team gets an instant Slack alert.
What you get

Negative feedback your team hears about immediately

Every piece of customer feedback is scored for sentiment and logged, with an instant Slack alert when something turns negative.

What you get

A logged record of every piece of feedback, plus an instant Slack alert whenever a customer sounds unhappy.

What you need

A webhook source for incoming feedback, a Google Sheets account, an AI sentiment service, and a Slack workspace.

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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