Automatically classify open-ended survey feedback

When a user completes a survey in FormDesigner, send the feedback text to Marlie 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.

FormDesigner Explore FormDesigner →

Triggers

New form response

Fires when a form is submitted in FormDesigner.

Survey completed

Fires when a respondent finishes a survey in FormDesigner.

Response updated

Fires when an existing response is edited in FormDesigner.

Actions

Create or update form

Creates or updates a form or survey in FormDesigner.

Retrieve a response

Looks up a specific form response in FormDesigner.

Add a respondent

Adds a respondent or contact to a form in FormDesigner.

Marlie AI Explore Marlie AI →

Triggers

New completion generated

Fires when Marlie AI generates a response to a prompt.

Model run failed

Fires when a request to Marlie AI errors or times out.

Fine-tune job completed

Fires when a fine-tuning job in Marlie AI finishes.

Actions

Generate a completion

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

Summarize text

Uses Marlie AI to summarize a block of text.

Classify or extract data

Uses Marlie AI to classify or extract structured data from text.

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

See all FormDesigner + Marlie AI integrations → · Browse the full workflow library →

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FAQ

Common questions

Can Knit build “Automatically classify open-ended survey feedback” between FormDesigner and Marlie AI?

Yes — describe it in the box above and Knit's Integrations Agent researches FormDesigner and Marlie 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 Marlie AI improve how we process survey data from FormDesigner?

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

Can generated AI insights in Marlie AI be saved back into FormDesigner?

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