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Web Data Extraction and Analysis Workflow

Web Data Extraction and Analysis Workflow is a 10-node automation blueprint connecting Google Sheets, Custom HTTP APIs, Langchain AI models. Inspect its trigger, execution graph, branches, and implementation requirements.

Google SheetsCustom HTTP APIsLangchain AI models

Interactive system map

Execution flows, separated by connected path.

Each horizontal lane is one connected flow. Solid lines show runtime execution; dashed lines show AI, model, memory, or tool dependencies.

10

Nodes

10

Links

1

Flows

Connected tools

3 integrations

  • Google Sheets
  • Custom HTTP APIs
  • LangChain
Web Data Extraction and Analysis Workflow execution lanes1 connected flows containing 10 workflow nodes and 10 visible links. Solid lines are execution links and dashed lines are support dependencies. Focus any node to inspect its immediate path.When clicking ‘Test workflow’. trigger node, manualTrigger. 0 incoming and 1 outgoing connections.When clicking ‘Test workf…TRIGGERMANUALTRIGGER0 IN / 1 OUTOpenRouter Chat Model. ai node, lmChatOpenRouter. 0 incoming and 1 outgoing connections.OpenRouter Chat ModelAILMCHATOPENROUTER0 IN / 1 OUTStructured Output Parser. ai node, outputParserStructured. 0 incoming and 1 outgoing connections.Structured Output ParserAIOUTPUTPARSERSTRUCTURED0 IN / 1 OUTget urls to scrape. Google Sheets node, googleSheets. 1 incoming and 1 outgoing connections.get urls to scrapeGOOGLE SHEETSGOOGLESHEETS1 IN / 1 OUTurl. integration node, splitInBatches. 2 incoming and 1 outgoing connections.urlINTEGRATIONSPLITINBATCHES2 IN / 1 OUTscrap url. integration node, httpRequest. 1 incoming and 1 outgoing connections.scrap urlINTEGRATIONHTTPREQUEST1 IN / 1 OUTclean html. transform node, code. 1 incoming and 1 outgoing connections.clean htmlTRANSFORMCODE1 IN / 1 OUTextract data. ai node, chainLlm. 3 incoming and 1 outgoing connections.extract dataAICHAINLLM3 IN / 1 OUTSplit items. transform node, splitOut. 1 incoming and 1 outgoing connections.Split itemsTRANSFORMSPLITOUT1 IN / 1 OUTadd results. Google Sheets node, googleSheets. 1 incoming and 1 outgoing connections.add resultsGOOGLE SHEETSGOOGLESHEETS1 IN / 1 OUT

Signal inspector

Focus, hover, or select a node to illuminate its real path.

Execution linkSupport dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.10 connected nodesEnter or click to lock · Escape to clear

Execution breakdown

Follow each connected flow from start to outcome.

The readable view below uses the same graph relationships as the interactive map. Each row is a connected flow; columns advance only when an actual link connects the nodes.

01

Connected Flow

When clicking ‘Test workflow’

8 Execution Links2 Support Dependencies

  1. Start

    When clicking ‘Test workflow’

    Trigger

    OpenRouter Chat Model

    AI reasoning

    Structured Output Parser

    AI reasoning

  2. Step 2

    get urls to scrape

    Integration

  3. Step 3

    url

    Integration

  4. Step 4

    scrap url

    Integration

  5. Step 5

    clean html

    Transform

  6. Step 6

    extract data

    AI reasoning

  7. Step 7

    Split items

    Transform

  8. Outcome

    add results

    Integration

Turn the map into a plan

Adapt this blueprint to your company.

Bring the system shape into a workspace, then define the production controls, data boundaries, owners, and delivery sequence around your context.

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