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Create research content records from new project entries

Automatically extract affiliations and generate article URL search results across Zapier Tables, AI by Zapier, and Zapier Functions when new project records are added, profile URLs are submitted, or project entries are capturedβ€”so you can scrape markdown, create content records, and standardize titles without manual data entry. Loop through each qualifying URL so your team has verified research text ready for outreach and planning.

How this automation builds scraped research content

When new project records land in a configured table, delays can block outreach and planning. This automation uses AI to extract affiliations, functions to find article URLs, then loops Firecrawl scraping and creates verified content rowsβ€”so your team can publish ready-to-use research text.

  1. 1.Detect new project record

    Integrate Zapier Tables and table data to capture new project entries to trigger scraped research processing.

    Zapier Tablesor swap with your favorite app
  2. 2.Extract affiliations for prompt

    Integrate AI by Zapier and data enrichment tools to extract Key Affiliations to power better URL discovery.

    AI by Zapieror swap with your favorite app
  3. 3.Generate article URL search results

    Integrate Zapier Functions and search logic to return article URLs to feed the scraping loop.

    Zapier Functionsor swap with your favorite app
  4. 4.Iterate article URLs for checks

    Integrate Looping by Zapier and iteration logic to evaluate each returned URL to decide whether it is scrapeable.

    Looping by Zapieror swap with your favorite app
  5. 5.Assess scrapability for URL

    Integrate AI by Zapier and evaluation tools to assess scrapability to skip non-qualifying sources.

    AI by Zapieror swap with your favorite app
  6. 6.Scrape URL content for markdown

    Integrate Firecrawl and scraping tools to capture page title and markdown to store clean research text.

    Firecrawlor swap with your favorite app

Automate your work, your way

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Calendly
Okta
Zendesk
Dropbox
Asana
Allstate
Airbnb
ActiveCampaign
Lyft
Webflow
Canva
Sysco
LA Clippers
Getaround
Grammarly
HelloFresh
Lululemon
Barry's
Hopper
Casper
Hudl
Miro
The New York Times
Ruggable
Calendly
Okta
Zendesk
Dropbox
Asana
Allstate
Airbnb
ActiveCampaign
Lyft
Webflow
Canva
Sysco
LA Clippers
Getaround
Grammarly
HelloFresh
Lululemon
Barry's
Hopper
Casper
Hudl
Miro
The New York Times
Ruggable

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  1. Step 1

    Connect your tools

    Bring your apps together so information can move automatically between the tools your team already uses.

  2. Step 2

    Define the trigger

    Choose the events that should start your workflow, like a new submission, updated record, completed task, or customer action.

  3. Step 3

    Automate and measure

    Let your workflow handle follow-ups, updates, notifications, and reporting so your team can track progress and act faster.

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Smart Charge America

Without Zapier, we would have needed well over 100 employees today just to do what we're doing. We would have been out of business by now.

David Laderberg, VP of Sales

Remote

Without having automation, we would have to at least be double our size. Doubling is a bit of a euphemism β€” I think we would have died or fallen back into oblivion.

Marcelo Lebre, Co-Founder

SweepBright

Zapier helps us close far above 50% more deals than we would without it. It is a key element of our overall strategy and, therefore, of our sales pitch.

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Zapier gives us unlimited flexibility and creativity. With Zapier, you're like an artist with a blank canvas. I don't know what we'd do without it.

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Otter.ai

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Allen Lai, Head of Customer Experience

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Jacob Sirrs, Marketing Operations Specialist

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