Automatically classify open-ended survey feedback

When a user completes a survey in formless, send the feedback text to Claude 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.

formless Explore formless →

Triggers

New form response

Fires when a form is submitted in formless.

Survey completed

Fires when a respondent finishes a survey in formless.

Response updated

Fires when an existing response is edited in formless.

Actions

Create or update form

Creates or updates a form or survey in formless.

Retrieve a response

Looks up a specific form response in formless.

Add a respondent

Adds a respondent or contact to a form in formless.

Claude Explore Claude →

Triggers

New result returned

Fires when Claude returns a completion, prediction or other result.

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.

Run a model on an input

Sends text, an image or other data to Claude and returns the model's output.

Classify or extract data

Uses Claude to classify or extract structured data from text or images.

Summarize long form responses for quick review When a detailed form response is received in formless, 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 formless to gather fresh test data from respondents. See details

See all formless + Claude integrations → · Browse the full workflow library →

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FAQ

Common questions

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

Yes — describe it in the box above and Knit's Integrations Agent researches formless and Claude'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 formless?

When customers complete surveys in formless, 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 formless?

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