Automatically classify open-ended survey feedback

When a user completes a survey in Form-Data, send the feedback text to Claude to automatically extract themes and classify respondent sentiments.

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See all Claude + Form-Data integrations or talk to a human

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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.

Claude Explore Claude →

Triggers

New completion generated

Fires when Claude generates a response to a prompt.

Model run failed

Fires when a request to Claude errors or times out.

Fine-tune job completed

Fires when a fine-tuning job in Claude finishes.

Actions

Generate a completion

Sends a prompt to Claude and returns the model's response.

Summarize text

Uses Claude to summarize a block of text.

Classify or extract data

Uses Claude to classify or extract structured data from text.

Form-Data Explore Form-Data →

Triggers

New form response

Fires when a form is submitted in Form-Data.

Survey completed

Fires when a respondent finishes a survey in Form-Data.

Response updated

Fires when an existing response is edited in Form-Data.

Actions

Create or update form

Creates or updates a form or survey in Form-Data.

Retrieve a response

Looks up a specific form response in Form-Data.

Add a respondent

Adds a respondent or contact to a form in Form-Data.

Summarize long form responses for quick review When a detailed form response is received in Form-Data, use Claude 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 Claude, automatically create an updated survey in Form-Data to gather fresh test data from respondents. See details

See all Claude + Form-Data integrations → · Browse the full workflow library →

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FAQ

Common questions

Can Knit build “Automatically classify open-ended survey feedback” between Claude and Form-Data?

Yes — describe it in the box above and Knit's Integrations Agent researches Claude and Form-Data'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 Claude improve how we process survey data from Form-Data?

When customers complete surveys in Form-Data, Claude can instantly summarize long responses, extract key themes, or categorize customer feedback without manual reading.

Can generated AI insights in Claude be saved back into Form-Data?

Yes, after Claude analyzes or summarizes response text, the resulting completion can be saved directly back into Form-Data to enrich the response record.