Categorize incoming CMS web form submissions with AI

When a user submits a form on your site in Zapnito, automatically send the response text to Clerk to classify buyer intent and extract key lead details.

Try:

See all Zapnito + Clerk integrations or talk to a human

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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.

Zapnito Explore Zapnito →

Triggers

Page published

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

Form submitted

Fires when a form on Zapnito is submitted.

CMS item updated

Fires when a CMS item is updated on Zapnito.

Actions

Publish page

Publishes or updates a page on Zapnito.

Create CMS item

Creates a new CMS item on Zapnito.

Update content

Updates existing content on Zapnito.

Clerk Explore Clerk →

Triggers

New completion generated

Fires when Clerk generates a response to a prompt.

Model run failed

Fires when a request to Clerk errors or times out.

Fine-tune job completed

Fires when a fine-tuning job in Clerk finishes.

Actions

Generate a completion

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

Summarize text

Uses Clerk to summarize a block of text.

Classify or extract data

Uses Clerk to classify or extract structured data from text.

Publish AI-generated content drafts to your CMS When a new draft completion is generated in Clerk, automatically create a draft CMS item in Zapnito for editorial review. See details

Generate meta descriptions for updated CMS content Whenever a CMS item is updated in Zapnito, send the body text to Clerk to summarize the post into an SEO-friendly description. See details

See all Zapnito + Clerk integrations → · Browse the full workflow library →

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FAQ

Common questions

Can Knit build “Categorize incoming CMS web form submissions with AI” between Zapnito and Clerk?

Yes — describe it in the box above and Knit's Integrations Agent researches Zapnito and Clerk'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 Clerk draft a page's meta description or summary when it's published in Zapnito, 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 Zapnito as a draft for a human to review and publish, rather than publishing it automatically.