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Transform site crawl data into AI-ready files

11 nodes 561 197 Automatic trigger
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Workflow Description

Automation that receives website crawl data through a form, classifies and summarizes it using OpenAI, then converts it into structured files ready for immediate AI model processing without manual intervention.

How it works

  1. 1.Receive crawled site data via dedicated web form
  2. 2.Automatically classify content by type and relevance
  3. 3.Summarize lengthy text passages using OpenAI
  4. 4.Extract key information from uploaded documents
  5. 5.Generate formatted files ready for immediate AI use

Use cases

  • Prepare crawled website content for training custom AI models
  • Automate market research and competitor analysis data processing
  • Extract structured data from web pages to feed machine learning systems

Requirements

  • Active OpenAI API key with sufficient quota
  • Web form configured to receive crawl data
  • File processing capability to extract text content

Service Value

Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.

Apps Used

Set If OpenAI No Op Filter Summarize Form Trigger Twitter/X Convert To File

Details

Trigger Automatic trigger
Nodes 11
Apps 9
Views 561
Downloads 197

How to Use

  1. 1.Click "Download Template"
  2. 2.Open your n8n dashboard
  3. 3.Go to Workflows > Import from File
  4. 4.Select downloaded file and configure credentials

Nodes Used (11)

/

Sticky Note

Sticky Note

#1

Sticky Note1

Sticky Note

#2

Sticky Note2

Sticky Note

#3

Set useful fields

Set

#4

Text Classifier

If

#5

OpenAI Chat Model

OpenAI

#6

No Operation, do nothing

No Op

#7

Sticky Note3

Sticky Note

#8

Filter URLs

Filter

#9

Sticky Note4

Sticky Note

#10

Sticky Note5

Sticky Note

#11

Sticky Note6

Sticky Note

#12

Sticky Note7

Sticky Note

#13

Sticky Note8

Sticky Note

#14

Sticky Note9

Sticky Note

#15

Summarize - Concatenate

Summarize

#16

Set Fields - llms.txt Content

Set

#17

Set Field - llms.txt Row

Set

#18

Sticky Note10

Sticky Note

#19

Form - Screaming frog internal_html.csv upload

Form Trigger

#20

Extract data from Screaming Frog file

Extract From File

#21

Generate llms.txt file

Convert To File

#22
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