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Survey feedback → AI sentiment → Airtable + Slack alert

Every Typeform answer is scored by AI, saved to Airtable, and negative ones alert your team.

Level: Intermediate · Time: about 15 minutes · Category: Sales, e-commerce & CRM

Watch the workflow being built in BeeGentic (no sound).

What it does

When someone submits your Typeform survey, the AI labels the feedback positive, neutral or negative. It saves it to Airtable, and negative feedback alerts Slack straight away so you can follow up.

How it flows

You'll need

  • Typeform Personal Access Token (TYPEFORM_TOKEN) and your form ID
  • Airtable base with a Feedback table
  • Slack

Build it step by step

Add the Typeform trigger

Triggers → Typeform. Form ID: yours. Personal Access Token: {{TYPEFORM_TOKEN}}. BeeGentic registers the webhook for you when you deploy.

Add the Typeform trigger

Classify with the Agent

User: Classify the sentiment of this customer feedback as exactly one word: positive, neutral or negative. Feedback: <typeform.answers>

Classify with the Agent

Branch with a Condition

Blocks → Condition. If: <agent.content> === 'negative'. Connect the if path to Slack, and let both paths continue to Airtable.

Branch with a Condition

Save to Airtable

  • Operation: Create Records
  • Base / Table: Feedback
  • Records: [{"fields": {"Feedback": "<typeform.answers>", "Sentiment": "<agent.content>"}}]

Save to Airtable

Alert Slack (negative only)

Slack → Send Message to #customer-care: Unhappy customer, please follow up: <typeform.answers>

The finished workflow

Finished workflow

Example result

We ran the AI step of this recipe in BeeGentic (model gpt-5-mini) with a sample input. The text below is the actual output, unedited.

Sample input:

Classify the sentiment of this customer feedback as exactly one word: positive, neutral or negative. Feedback: The delivery was two days late and nobody answered my email.

What BeeGentic produced:

negative

The run in BeeGentic: Logs panel with the output

AI output varies from run to run. Change the wording of your prompt to change the style, length or tone.

Test it and switch it on

Deploy, then submit your survey once with a happy answer and once with an unhappy one.

Make it yours

  • Google Forms: use the Google Forms trigger instead.
  • Weekly digest: a scheduled workflow summarises the week's Airtable rows.

Something not working? See Troubleshooting or get help.

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