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AI-Powered Web Data Scraper with Sheets

AI-Powered Web Data Scraper with Sheets is a 14-node automation blueprint connecting ScrapingBee, Google Sheets, LangChain. Inspect its trigger, execution graph, branches, and implementation requirements.

ScrapingBeeGoogle SheetsLangChain

Interactive system map

Follow the runtime. Inspect what supports it.

Solid horizontal paths show main-channel execution. Violet dependencies sit beneath the exact step they configure or empower.

14

Nodes

12

Links

2

Run groups

Connected tools

3 integrations

  • ScrapingBee
  • Google Sheets
  • LangChain

Canvas controls

Fit wide systems, then zoom into any run group.

AI-Powered Web Data Scraper with Sheets execution lanes2 run groups containing 14 workflow nodes and 12 visible links. Solid horizontal lines are main-channel runtime links. Violet dashed lines connect typed dependencies beneath the runtime step they support. Focus any node to inspect its immediate path.When clicking ‘Test workflow’. trigger node, manualTrigger. 0 incoming and 1 outgoing connections.STARTWhen clicking ‘Test workf…TRIGGERMANUALTRIGGER0 IN / 1 OUTGoogle Sheets - Get list of URLs. Google Sheets node, googleSheets. 1 incoming and 1 outgoing connections.STEP 02Google Sheets - Get list …GOOGLE SHEETSGOOGLESHEETS1 IN / 1 OUTSet fields. transform node, set. 1 incoming and 1 outgoing connections.STEP 03Set fieldsTRANSFORMSET1 IN / 1 OUTScrapingBee - Get page screenshot. integration node, httpRequest. 1 incoming and 1 outgoing connections.STEP 04ScrapingBee - Get page sc…INTEGRATIONHTTPREQUEST1 IN / 1 OUTVision-based Scraping Agent. ai node, agent. 4 incoming and 1 outgoing connections.STEP 05Vision-based Scraping AgentAIAGENT4 IN / 1 OUTSplit Out. transform node, splitOut. 1 incoming and 1 outgoing connections.STEP 06Split OutTRANSFORMSPLITOUT1 IN / 1 OUTGoogle Sheets - Create Rows. Google Sheets node, googleSheets. 1 incoming and 0 outgoing connections.OUTCOMEGoogle Sheets - Create RowsGOOGLE SHEETSGOOGLESHEETS1 IN / 0 OUTStructured Output Parser. ai node, outputParserStructured. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Structured Output ParserAIOUTPUTPARSERSTRUCTURED0 IN / 1 OUTGoogle Gemini Chat Model. Google AI node, lmChatGoogleGemini. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Google Gemini Chat ModelGOOGLE AILMCHATGOOGLEGEMINI0 IN / 1 OUTHTML-based Scraping Tool. ai node, toolWorkflow. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1HTML-based Scraping ToolAITOOLWORKFLOW0 IN / 1 OUTHTML-Scraping Tool. trigger node, executeWorkflowTrigger. 0 incoming and 1 outgoing connections.STARTHTML-Scraping ToolTRIGGEREXECUTEWORKFLOWTRIGGER0 IN / 1 OUTSet fields - from AI agent query. transform node, set. 1 incoming and 1 outgoing connections.STEP 02Set fields - from AI agen…TRANSFORMSET1 IN / 1 OUTScrapingBee- Get page HTML. integration node, httpRequest. 1 incoming and 1 outgoing connections.STEP 03ScrapingBee- Get page HTMLINTEGRATIONHTTPREQUEST1 IN / 1 OUTHTML to Markdown. integration node, markdown. 1 incoming and 0 outgoing connections.OUTCOMEHTML to MarkdownINTEGRATIONMARKDOWN1 IN / 0 OUT

Signal inspector

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Main-channel runtimeTyped dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.14 connected nodesEnter or click to lock · Escape to clear

Runtime breakdown

Read the execution spine before its dependencies.

Each run group separates main-channel steps from the models, tools, retrievers, and data services that support them. Start and outcome labels apply only to runtime nodes.

01

Run Group

When clicking ‘Test workflow’

6 Execution Links3 Support Dependencies

  1. Start

    When clicking ‘Test workflow’

    Trigger

  2. Step 2

    Google Sheets - Get list of URLs

    Integration

  3. Step 3

    Set fields

    Transform

  4. Step 4

    ScrapingBee - Get page screenshot

    Integration

  5. Step 5

    Vision-based Scraping Agent

    AI reasoning

  6. Step 6

    Split Out

    Transform

  7. Outcome

    Google Sheets - Create Rows

    Integration

Attached dependencies

These nodes support the runtime above; they are not additional starts or outcomes.

3 nodes

  • Structured Output Parser

    AI reasoning dependency

  • Google Gemini Chat Model

    AI reasoning dependency

  • HTML-based Scraping Tool

    AI reasoning dependency

02

Run Group

HTML-Scraping Tool

3 Execution Links

  1. Start

    HTML-Scraping Tool

    Trigger

  2. Step 2

    Set fields - from AI agent query

    Transform

  3. Step 3

    ScrapingBee- Get page HTML

    Integration

  4. Outcome

    HTML to Markdown

    Integration

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