Score call center transcripts for sentiment and update Google Sheets

Reads call transcripts from Google Sheets, rates agent performance with AI, and writes the scores back automatically.

How the work actually flows

A straight line. Runs once per each call transcript.

Pattern: Sequence (1) ยท Multiple Instances without Synchronization (12)

flowchart TD trig(["daily review schedule starts"]):::trigtime s0[("read call transcripts")]:::store s1[["score call on dimensions"]]:::mi s2["calculate overall rating"]:::task s3[("write scores to sheet")]:::store trig --> s0 s0 -->|"one per each call transcript"| s1 s1 --> s2 s2 --> s3 out[/"scored spreadsheet of call ratings"/]:::out pay{{"consistent visibility into agent performance"}}:::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 itA stepRuns 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 SystemsSpreadsheet & Database OpsSurvey & FeedbackEducation & Training
Connects
Google SheetsOpenAI

The problem it solves

Listening to or reading every call transcript to judge how agents handled customers takes hours you don't have. Important patterns in agent tone, problem-solving, and customer satisfaction go unnoticed because no one has time to review every call.

Who it fits

Call center managers and quality assurance teams who need consistent, scaled feedback on agent calls.

How it works

  1. A schedule starts the review each day
  2. The system reads call transcripts from a Google Sheet
  3. OpenAI rates the greeting, problem-solving, tone, and resolution of each call
  4. An overall call rating is calculated for each transcript
  5. The results are written back into the Google Sheet
What you get

Agent calls scored consistently every day

You get every call transcript rated on greeting, tone, and resolution, with scores written straight into your spreadsheet.

What you get

A scored spreadsheet showing sentiment, resolution status, and an overall rating for every call reviewed.

What you need

A Google Sheets account and an OpenAI API key.

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

Related automations

Back to the AI Playbook