Automatically classify open-ended survey feedback

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

Try:

See all OpnForm + Marlie AI integrations or talk to a human

Trusted by teams already building on Knit·

4.9/5 on G2·

Google for Startups Accelerator

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.

OpnForm Explore OpnForm →

Triggers

New form response

Fires when a form is submitted in OpnForm.

Survey completed

Fires when a respondent finishes a survey in OpnForm.

Response updated

Fires when an existing response is edited in OpnForm.

Actions

Create or update form

Creates or updates a form or survey in OpnForm.

Retrieve a response

Looks up a specific form response in OpnForm.

Add a respondent

Adds a respondent or contact to a form in OpnForm.

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 OpnForm, 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 OpnForm to gather fresh test data from respondents. See details

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

Enterprise-grade security

Visit our Security Center Review the DPA

FAQ

Common questions

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

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

When customers complete surveys in OpnForm, 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 OpnForm?

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