Summarize long form responses for quick review

When a detailed form response is received in Engage Forms, use Marlie AI to generate a concise summary so your team can quickly digest key feedback.

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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.

Engage Forms Explore Engage Forms →

Triggers

New form response

Fires when a form is submitted in Engage Forms.

Survey completed

Fires when a respondent finishes a survey in Engage Forms.

Response updated

Fires when an existing response is edited in Engage Forms.

Actions

Create or update form

Creates or updates a form or survey in Engage Forms.

Retrieve a response

Looks up a specific form response in Engage Forms.

Add a respondent

Adds a respondent or contact to a form in Engage Forms.

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.

Automatically classify open-ended survey feedback When a user completes a survey in Engage Forms, send the feedback text to Marlie AI to automatically extract themes and classify respondent sentiments. 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 Engage Forms to gather fresh test data from respondents. See details

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

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FAQ

Common questions

Can Knit build “Summarize long form responses for quick review” between Engage Forms and Marlie AI?

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

When customers complete surveys in Engage Forms, 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 Engage Forms?

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