Automatically classify open-ended survey feedback

When a user completes a survey in Typeform, send the feedback text to Google Vertex AI to automatically extract themes and classify respondent sentiments.

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How Knit builds this workflow

The Agent researches both APIs and wires the trigger on one side to the action on the other — no pre-built connector required. Here is the vocabulary it has to work with.

Typeform Explore Typeform →

Triggers

New form response

Fires when a form is submitted in Typeform.

Survey completed

Fires when a respondent finishes a survey in Typeform.

Response updated

Fires when an existing response is edited in Typeform.

Actions

Create or update form

Creates or updates a form or survey in Typeform.

Retrieve a response

Looks up a specific form response in Typeform.

Add a respondent

Adds a respondent or contact to a form in Typeform.

Google Vertex AI Explore Google Vertex AI →

Triggers

New completion generated

Fires when Google Vertex AI generates a response to a prompt.

Model run failed

Fires when a request to Google Vertex AI errors or times out.

Fine-tune job completed

Fires when a fine-tuning job in Google Vertex AI finishes.

Actions

Generate a completion

Sends a prompt to Google Vertex AI and returns the model's response.

Summarize text

Uses Google Vertex AI to summarize a block of text.

Classify or extract data

Uses Google Vertex AI to classify or extract structured data from text.

Summarize long form responses for quick review When a detailed form response is received in Typeform, use Google Vertex AI to generate a concise summary so your team can quickly digest key feedback. See details

Generate custom follow-up forms when model fine-tuning completes When a fine-tune job finishes in Google Vertex AI, automatically create an updated survey in Typeform to gather fresh test data from respondents. See details

See all Typeform + Google Vertex AI integrations → · Browse the full workflow library →

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FAQ

Common questions

Can Knit build “Automatically classify open-ended survey feedback” between Typeform and Google Vertex AI?

Yes — describe it in the box above and Knit's Integrations Agent researches Typeform and Google Vertex AI's public API docs (or your own uploaded docs) and builds a working workflow, whether or not either app already has a pre-built connector.

How long does it take to build?

Minutes to a first working version, not weeks — you test it against real data before it goes anywhere near production.

How does Google Vertex AI improve how we process survey data from Typeform?

When customers complete surveys in Typeform, Google Vertex AI can instantly summarize long responses, extract key themes, or categorize customer feedback without manual reading.

Can generated AI insights in Google Vertex AI be saved back into Typeform?

Yes, after Google Vertex AI analyzes or summarizes response text, the resulting completion can be saved directly back into Typeform to enrich the response record.