Extract structured fields from results

When Cloud BOT returns a new result, ask Google AI Studio (Gemini) to pull out the fields you need, such as product name and price.

Try:

See all Cloud BOT + Google AI Studio (Gemini) 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.

Cloud BOT Explore Cloud BOT →

Triggers

Scrape completed

Fires when a scrape, crawl or robot run finishes in Cloud BOT.

New result

Fires when Cloud BOT returns a new batch of extracted data.

Website change detected

Fires when Cloud BOT detects a change on a monitored page.

Actions

Scrape a URL

Extracts the content of a web page with Cloud BOT.

Crawl a website

Starts a crawl of a whole site in Cloud BOT.

Run a scraper

Runs a saved scraper, task or robot in Cloud BOT.

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

Triggers

New result returned

Fires when Google AI Studio (Gemini) returns a completion, prediction or other result.

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.

Run a model on an input

Sends text, an image or other data to Google AI Studio (Gemini) and returns the model's output.

Classify or extract data

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

Summarize each scraped page When a scrape completes in Cloud BOT, send the page content to Google AI Studio (Gemini) and store the summary it returns. See details

Classify website changes When Cloud BOT detects a change on a monitored page, have Google AI Studio (Gemini) judge whether the change is significant before anyone is alerted. See details

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

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FAQ

Common questions

Can Knit build “Extract structured fields from results” between Cloud BOT and Google AI Studio (Gemini)?

Yes — describe it in the box above and Knit's Integrations Agent researches Cloud BOT 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.

Why send scraped pages to an AI model?

Scraped HTML and text are noisy. Passing each Cloud BOT result to Google AI Studio (Gemini) lets you pull out prices, names or key points in a consistent shape instead of cleaning the data by hand.

Can the model decide which pages to scrape next?

Yes. You can have Google AI Studio (Gemini) produce a list of URLs or search terms, then run a scrape in Cloud BOT for each one.