Categorize incoming CMS web form submissions with AI

When a user submits a form on your site in Umso, automatically send the response text to Google AI Studio (Gemini) to classify buyer intent and extract key lead details.

Try:

See all Umso + Google AI Studio (Gemini) 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.

Umso Explore Umso →

Triggers

Page published

Fires when a new page or post is published on Umso.

Form submitted

Fires when a form on Umso is submitted.

CMS item updated

Fires when a CMS item is updated on Umso.

Actions

Publish page

Publishes or updates a page on Umso.

Create CMS item

Creates a new CMS item on Umso.

Update content

Updates existing content on Umso.

Google AI Studio (Gemini) Explore Google AI Studio (Gemini) →

Triggers

New completion generated

Fires when Google AI Studio (Gemini) generates a response to a prompt.

Model run failed

Fires when a request to Google AI Studio (Gemini) errors or times out.

Fine-tune job completed

Fires when a fine-tuning job in Google AI Studio (Gemini) finishes.

Actions

Generate a completion

Sends a prompt to Google AI Studio (Gemini) and returns the model's response.

Summarize text

Uses Google AI Studio (Gemini) to summarize a block of text.

Classify or extract data

Uses Google AI Studio (Gemini) to classify or extract structured data from text.

Publish AI-generated content drafts to your CMS When a new draft completion is generated in Google AI Studio (Gemini), automatically create a draft CMS item in Umso for editorial review. See details

Generate meta descriptions for updated CMS content Whenever a CMS item is updated in Umso, send the body text to Google AI Studio (Gemini) to summarize the post into an SEO-friendly description. See details

See all Umso + Google AI Studio (Gemini) integrations → · Browse the full workflow library →

Enterprise-grade security

Visit our Security Center Review the DPA

FAQ

Common questions

Can Knit build “Categorize incoming CMS web form submissions with AI” between Umso and Google AI Studio (Gemini)?

Yes — describe it in the box above and Knit's Integrations Agent researches Umso and Google AI Studio (Gemini)'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.

What's the most common AI Models + Website & CMS automation?

Having Google AI Studio (Gemini) draft a page's meta description or summary when it's published in Umso, or generate a first draft of a page from a short brief.

Does this publish directly, or just draft content for review?

The Agent can save AI-drafted content in Umso as a draft for a human to review and publish, rather than publishing it automatically.